1<!DOCTYPE html> 2<html lang="en"> 3 4<head> 5<meta charset="utf-8"> 6<meta http-equiv="x-ua-compatible" content="ie=edge"> 7<meta name="viewport" content="width=device-width, initial-scale=1"> 8<meta name="application-name" content="Can Liu"> 9<meta name="theme-color" content="#2c9f64"> 10<meta name="keywords" content="liucan, Can Liu, LIU Can, Liu Can, åç¿, å京大å¦åç¿, å¯è§ååç¿, å¯è§å, 深度å¦ä¹ , æ°æ®åæ, å京大å¦, Peking University, Peking, Visualization, Data Analytics, PKU, PKUVIS, Beida, å士, å士ç, å¯è§åæ, 京å¸å¤§å¦å "> 11<meta name="description" content="Website of Can Liu (åç¿), a PhD student. å京大å¦å¯è§åå士ç ç©¶çåç¿"> 12<title>Can Liu</title> 13 14<meta property="og:title" content="Can Liu"> 15<meta property="og:site_name" content="https://vvoliucano.github.io Can Liu"> 16<meta property="og:type" content="article"> 17<meta property="og:url" content="https://vvoliucano.github.io"> 18<meta property="og:image" content=""> 19<meta property="og:description" content="Website of Can Liu (åç¿), a student of data visualization."> 20<meta name="author" content="Can Liu (åç¿)"> 21<link rel="icon" type="image/png" href="/favicon.png" /> 22<link rel="alternate" type="application/rss+xml" title="Can Liu" href="https://vvoliucano.github.io/feed.xml">
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43 44 45</head> 46 47<body> 48 49<header class="page-header"> 50 <nav class="container"> 51 <a class="site-title" href="/">Can Liu</a> 52 <div> 53 <img src="/assets/images/liucan_writing.png" height="30px" alt='Can Liu' /> 54 </div> 55 <div><a href="/projects/" >Projects</a></div> 56 <div><a href="/publications/" class="active">Publications</a></div> 57 <!-- <div><a href="/misc/" >Misc</a></div> 58 <div><a href="/contact/" >Contact</a></div> --> 59 <!-- <a href="/talks/" >Talks</a> 60 <a href="/blog/" >Blog</a> --> 61 <div><a href="/heritage/" >Huaxia</a></div> 62 <div><a href="/mushan/" >Poem</a></div> 63 <span class="external"> 64 <!-- <div><a target="_blank" href="https://twitter.com/LiwenhanXie"><i class="fab fa-twitter"></i>Twitter</a></div> --> 65 <!-- <div><a target="_blank" href="https://scholar.google.com/citations?user=c_qeUtUAAAAJ&hl=zh-CN"></i>Google Scholar</a></div> --> 66 <div><a href="/zh/" data-language-choice="zh"></i>䏿</a></div> 67 </span> 68 </nav> 69</header> 70 71 72 <div class="page-content"> 73 <section class="container pubs">
74 <div> 75 76 77 78 79 80 81 82 83 84<div class="publication-map" data-publication-map=""> 85 <aside class="publication-map-sidebar" aria-label="Research Topics"> 86 <h2>Research Topics</h2> 87 <div class="publication-topic-list" data-topic-list=""></div> 88 <div class="publication-topic-filter"> 89 <span class="publication-topic-filter-label">Topic Lens</span> 90 <div class="publication-topic-select-wrap"> 91 <span class="publication-topic-select-mark" aria-hidden="true"></span> 92 <button type="button" class="publication-topic-filter-toggle" data-topic-filter-toggle="" data-all-topics-label="All topics" aria-label="Topic Lens" aria-expanded="false"> 93 <span data-topic-filter-summary="">All topics</span> 94 <i class="fas fa-chevron-down" aria-hidden="true"></i> 95 </button> 96 </div> 97 <div class="publication-topic-filter-menu" data-topic-filter-menu="" hidden=""> 98 <div class="publication-topic-filter-options" data-topic-filter-options=""></div> 99 <button type="button" class="publication-topic-filter-clear" data-topic-filter-clear="">Clear selection</button> 100 </div> 101 <span class="publication-topic-filter-status" data-topic-filter-status="" aria-live="polite"></span> 102 </div> 103 <p class="publication-map-hint">Hover or select a topic to trace its publications.</p> 104 </aside> 105 106 <svg class="publication-map-lines" data-topic-lines="" aria-hidden="true"></svg> 107 108 <div class="publication-timeline"> 109 110 <section class="publication-year-section"> 111 <h3 class="pub-year year" id="y2026">2026</h3> 112 <div class="year-group"> 113 114 115 116 117 118<div class="publication" data-pub="{"id":"author_inter","title":"From Static to Interactive: Authoring Interactive Visualizations via Natural Language","topics":["Expressivity","AI4Vis","Human-AI"],"authors":["Can Liu","Jaeuk Lee","Tianhe Chen","Zhibang Jiang","Xiaolin Wen","Yong Wang"],"venue":"IEEE Pacific Visualization Conference","awards":["Best Paper Award"],"year":"2026","image":"author_inter.png","pages":"113-123","highlight":2,"doi":"https://doi.org/10.48550/arXiv.2601.17736","pdf":"https://arxiv.org/pdf/2601.17736.pdf","type":["Conference"]}"> 119 <div class="publication-media"> 120 <img src="/assets/project/author_inter.png" alt="From Static to Interactive: Authoring Interactive Visualizations via Natural Language preview" loading="lazy" /> 121 </div> 122 123 <div class="publication-body"> 124 <h3 id="author_inter">From Static to Interactive: Authoring Interactive Visualizations via Natural Language 125 126 <span class="award-badge award-best"> 127 <i class="fas fa-trophy"></i> Best Paper Award 128 </span> 129 130 </h3> 131 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Jaeuk Lee, Tianhe Chen, <a href="https://zhibang.design/" target="_blank">Zhibang Jiang</a>, <a href="https://wenxiaolin.com/" target="_blank">Xiaolin Wen</a>, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 132 133 <div class="venue"> 134 135 In <i>Proceedings of IEEE Pacific Visualization Conference.</i> 136 137 pages 113-123, 138 139 140 141 2026. 142 </div> 143 144 145 146 <div class="publication-topics" aria-label="Research topics"> 147 148 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 149 150 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 151 152 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 153 154 </div> 155 156 157 158 159 160 161 162 <div class="extra-links"> 163 164 <a target="_blank" href="https://doi.org/10.48550/arXiv.2601.17736"> 165 <i class="fas fa-book" aria-hidden="true"></i> DOI 166 </a> 167 168 169 <a href="https://arxiv.org/pdf/2601.17736.pdf" target="_blank"> 170 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 171 </a> 172 173 174 175 176 177 178 179 180 181 182 183 184 185 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-author_inter" onclick="toggleBibtex('author_inter', this)"> 186 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 187 </button> 188 </div> 189 190 191 <div id="bib-author_inter" class="bibtex-container" hidden=""> 192 <div class="bibtex-toolbar">
193 <span class="bibtex-label">BibTeX</span> 194 <button type="button" class="bibtex-copy" onclick="copyBibtex('author_inter', this)"> 195 <i class="far fa-copy" aria-hidden="true"></i> Copy 196 </button> 197 </div> 198 <pre><code id="bib-code-author_inter">@inproceedings{ author_inter, 199 title = { From Static to Interactive: Authoring Interactive Visualizations via Natural Language }, 200 author = { Can Liu and Jaeuk Lee and Tianhe Chen and Zhibang Jiang and Xiaolin Wen and Yong Wang }, 201 booktitle = { Proceedings of IEEE Pacific Visualization Conference }, 202 year = { 2026 }, 203 doi = { https://doi.org/10.48550/arXiv.2601.17736 }, 204 pages = { 113-123 } 205}</code></pre> 206 </div> 207 </div> 208</div> 209 210 211 212 213 214 215<div class="publication" data-pub="{"id":"proteus","title":"Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation","topics":["Expressivity","AI4Vis"],"image":"proteus.png","authors":["Can Liu","Sizhe Cheng","Feng Liang","Zhibang Jiang","Lingru Huang","Kavinda Athapaththu","Yong Wang"],"venue":"ACM Conference on Designing Interactive Systems","pdf":"https://arxiv.org/pdf/2604.23299","link":"/projects/proteus/","pages":"4874-4891","year":"2026","highlight":2,"type":["Conference"]}"> 216 <div class="publication-media"> 217 <img src="/assets/project/proteus.png" alt="Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation preview" loading="lazy" /> 218 </div> 219 220 <div class="publication-body"> 221 <h3 id="proteus">Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation 222 223 </h3> 224 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Sizhe Cheng, Feng Liang, <a href="https://zhibang.design/" target="_blank">Zhibang Jiang</a>, Lingru Huang, Kavinda Athapaththu, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 225 226 <div class="venue"> 227 228 In <i>Proceedings of ACM Conference on Designing Interactive Systems.</i> 229 230 pages 4874-4891, 231 232 233 234 2026. 235 </div> 236 237 238 239 <div class="publication-topics" aria-label="Research topics"> 240 241 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 242 243 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 244 245 </div> 246 247 248 249 250 251 252 253 <div class="extra-links"> 254 255 256 <a href="https://arxiv.org/pdf/2604.23299" target="_blank"> 257 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 258 </a> 259 260 261 <a target="_blank" href="/projects/proteus/"> 262 <i class="fas fa-link" aria-hidden="true"></i> Project 263 </a> 264 265 266 267 268 269 270 271 272 273 274 275 276 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-proteus" onclick="toggleBibtex('proteus', this)"> 277 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 278 </button> 279 </div> 280 281 282 <div id="bib-proteus" class="bibtex-container" hidden=""> 283 <div class="bibtex-toolbar"> 284 <span class="bibtex-label">BibTeX</span> 285 <button type="button" class="bibtex-copy" onclick="copyBibtex('proteus', this)"> 286 <i class="far fa-copy" aria-hidden="true"></i> Copy 287 </button> 288 </div> 289 <pre><code id="bib-code-proteus">@inproceedings{ proteus, 290 title = { Proteus: Shapeshifting Desktop Visualizations for Mobile via Multi-level Intelligent Adaptation }, 291 author = { Can Liu and Sizhe Cheng and Feng Liang and Zhibang Jiang and Lingru Huang and Kavinda Athapaththu and Yong Wang }, 292 booktitle = { Proceedings of ACM Conference on Designing Interactive Systems }, 293 year = { 2026 }, 294 pages = { 4874-4891 } 295}</code></pre> 296 </div> 297 </div> 298</div> 299 300 301 302 303 304 305<div class="publication" data-pub="{"id":"revis","title":"ReVis: Towards Reusable Image-Based Visualizations with MLLMs","image":"26_revis.png","topics":["Expressivity","AI4Vis","Human-AI"],"authors":["Xiaolin Wen","Changlin Li","Manusha Karunathilaka","Can Liu","Fangzhuo Jin","Yong Wang"],"year":"2026","type":["preprint"],"highlight":0,"pdf":"https://arxiv.org/pdf/2604.15781.pdf","doi":"https://doi.org/10.48550/arXiv.2604.15781","arxiv":"2604.15781","primaryClass":"cs.HC","abstract":"Many expressive visualizations are shared online only as bitmap images, making them difficult to redesign or adapt to new data. Reusing such image-based visualizations requires substantial expertise and is often time-consuming, even for experienced visualization practitioners. Existing work on reproducing visualizations often relies on
305structured SVG or specifications, supports limited visualization types, and offers limited flexibility for customization. To address these challenges, we present ReVis, a human-AI collaboration approach that enables flexible reuse of image-based visualizations. First, a generic Domain-Specific language (DSL) is proposed to model complex visualizations and support both visualization decomposition and reproduction. Then, ReVis employs an MLLM-based pipeline to parse an image-based visualization into the DSL, delineating its core visual structures and data-to-encoding mappings, and further reproduces the visualization from the DSL. Finally, ReVis includes an interactive interface to allow users to upload visualization images, inspect reproduced results, update the underlying data, and customize visual encodings. A gallery of 40 visualizations demonstrates the expressiveness of the DSL, and a quantitative study evaluates the reproduction quality of ReVis on these examples. Two usage scenarios and user interviews with 16 visualization practitioners demonstrate the effectiveness of ReVis."}"> 306 <div class="publication-media"> 307 <img src="/assets/project/26_revis.png" alt="ReVis: Towards Reusable Image-Based Visualizations with MLLMs preview" loading="lazy" /> 308 </div> 309 310 <div class="publication-body"> 311 <h3 id="revis">ReVis: Towards Reusable Image-Based Visualizations with MLLMs 312 313 </h3> 314 <div class="authors"><a href="https://wenxiaolin.com/" target="_blank">Xiaolin Wen</a>, <a href="https://arxiv.org/search/cs?searchtype=author&query=Li,+C" target="_blank">Changlin Li</a>, <a href="https://arxiv.org/search/cs?searchtype=author&
314query=Karunathilaka,+M" target="_blank">Manusha Karunathilaka</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="https://arxiv.org/search/cs?searchtype=author&query=Jin,+F" target="_blank">Fangzhuo Jin</a>, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 315 316 317 318 <div class="publication-topics" aria-label="Research topics"> 319 320 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 321 322 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 323 324 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 325 326 </div> 327 328 329 330 331 332 333 334 <div class="extra-links"> 335 336 <a target="_blank" href="https://doi.org/10.48550/arXiv.2604.15781"> 337 <i class="fas fa-book" aria-hidden="true"></i> DOI 338 </a> 339 340 341 <a href="https://arxiv.org/pdf/2604.15781.pdf" target="_blank"> 342 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 343 </a> 344 345 346 347 348 349 350 351 352 353 <a target="_blank" href="https://arxiv2bibtex.org/?q=2604.15781"> 354 <i class="fas fa-book" aria-hidden="true"></i> Bibtex 355 </a> 356 357 358 359 <a target="_blank" href="https://arxiv.org/abs/2604.15781"> 360 <i class="fas fa-archive" aria-hidden="true"></i> arXiv: 2604.15781 361 </a> 362 363 364 365 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-revis" onclick="toggleBibtex('revis', this)"> 366 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 367 </button> 368 </div> 369 370 371 <div id="bib-revis" class="bibtex-container" hidden=""> 372 <div class="bibtex-toolbar"> 373 <span class="bibtex-label">BibTeX</span> 374 <button type="button" class="bibtex-copy" onclick="copyBibtex('revis', this)"> 375 <i class="far fa-copy" aria-hidden="true"></i> Copy 376 </button> 377 </div> 378 <pre><code id="bib-code-revis">@inproceedings{ revis, 379 title = { ReVis: Towards Reusable Image-Based Visualizations with MLLMs }, 380 author = { Xiaolin Wen and Changlin Li and Manusha Karunathilaka and Can Liu and Fangzhuo Jin and Yong Wang }, 381 booktitle = { Proceedings of }, 382 year = { 2026 }, 383 doi = { https://doi.org/10.48550/arXiv.2604.15781 } 384}</code></pre> 385 </div> 386 </div> 387</div> 388 389 390 391 392 393 394<div class="publication" data-pub="{"id":"spatial_audio","title":"Accessible Fine-grained Data Representation via Spatial Audio","topics":["Accessibility"],"authors":["Can Liu","Wenjie Jiang","Shaolun Ruan","Kotaro Hara","Yong Wang"],"venue":"IEEE Computer Graphics and Applications","year":"2026","highlight":2,"doi":"10.1109/MCG.2026.3690590","pdf":"https://arxiv.org/pdf/2604.08979.pdf","image":"26_spatial_audio.png","type":["Journal"]}"> 395 <div class="publication-media"> 396 <img src="/assets/project/26_spatial_audio.png" alt="Accessible Fine-grained Data Representation via Spatial Audio preview" loading="lazy" /> 397 </div> 398 399 <div class="publication-body"> 400 <h3 id="spatial_audio">Accessible Fine-grained Data Representation via Spatial Audio 401 402 </h3> 403 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Wenjie Jiang, Shaolun Ruan, Kotaro Hara, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 404 405 <div class="venue"> 406 407 <i>IEEE Computer Graphics and Applications.</i> 408 409 2026. 410 </div> 411 412 413 414 <div class="publication-topics" aria-label="Research topics"> 415 416 <button type="button" class="publication-topic-chip" data-publication-topic="Accessibility">Accessibility</button> 417 418 </div> 419 420 421 422 423 424 425 426 <div class="extra-links"> 427 428 <a target="_blank" href="https://doi.org/10.1109/MCG.2026.3690590"> 429 <i class="fas fa-book" aria-hidden="true"></i> DOI 430 </a> 431 432 433 <a href="https://arxiv.org/pdf/2604.08979.pdf" target="_blank"> 434 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 435 </a> 436 437 438 439 440 441 442 443 444 445 446 447 448 449 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-spatial_audio" onclick="toggleBibtex('spatial_audio', this)"> 450 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 451 </button> 452 </div> 453 454 455 <div id="bib-spatial_audio" class="bibtex-container" hidden=""> 456 <div class="bibtex-toolbar">
457 <span class="bibtex-label">BibTeX</span> 458 <button type="button" class="bibtex-copy" onclick="copyBibtex('spatial_audio', this)"> 459 <i class="far fa-copy" aria-hidden="true"></i> Copy 460 </button> 461 </div> 462 <pre><code id="bib-code-spatial_audio">@article{ spatial_audio, 463 title = { Accessible Fine-grained Data Representation via Spatial Audio }, 464 author = { Can Liu and Wenjie Jiang and Shaolun Ruan and Kotaro Hara and Yong Wang }, 465 journal = { IEEE Computer Graphics and Applications }, 466 year = { 2026 }, 467 doi = { 10.1109/MCG.2026.3690590 } 468}</code></pre> 469 </div> 470 </div> 471</div> 472 473 474 475 476 477 478<div class="publication" data-pub="{"id":"mindtrellis","title":"MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration","topics":["Human-AI","Visual Analytics","AI4Vis"],"authors":["Xiang Li","Cara Li","Emily Kuang","Can Liu","Jian Zhao"],"venue":"ACM Conference on Designing Interactive Systems (DIS)","year":"2026","pdf":"https://dl.acm.org/doi/epdf/10.1145/3800645.3813045","doi":"10.1145/3800645.3813045","image":"26_MindTrellis.png","pages":"4892-4912","type":["Conference"]}"> 479 <div class="publication-media"> 480 <img src="/assets/project/26_MindTrellis.png" alt="MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration preview" loading="lazy" /> 481 </div> 482 483 <div class="publication-body"> 484 <h3 id="mindtrellis">MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration 485 486 </h3> 487 <div class="authors">Xiang Li, Cara Li, Emily Kuang, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Jian Zhao</div> 488 489 <div class="venue"> 490 491 In <i>Proceedings of ACM Conference on Designing Interactive Systems (DIS).</i> 492 493 pages 4892-4912, 494 495 496 497 2026. 498 </div> 499 500 501 502 <div class="publication-topics" aria-label="Research topics"> 503 504 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 505 506 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 507 508 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 509 510 </div> 511 512 513 514 515 516 517 518 <div class="extra-links"> 519 520 <a target="_blank" href="https://doi.org/10.1145/3800645.3813045"> 521 <i class="fas fa-book" aria-hidden="true"></i> DOI 522 </a> 523 524 525 <a href="https://dl.acm.org/doi/epdf/10.1145/3800645.3813045" target="_blank"> 526 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 527 </a> 528 529 530 531 532 533 534 535 536 537 538 539 540 541 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-mindtrellis" onclick="toggleBibtex('mindtrellis', this)"> 542 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 543 </button> 544 </div> 545 546 547 <div id="bib-mindtrellis" class="bibtex-container" hidden=""> 548 <div class="bibtex-toolbar"> 549 <span class="bibtex-label">BibTeX</span> 550 <button type="button" class="bibtex-copy" onclick="copyBibtex('mindtrellis', this)"> 551 <i class="far fa-copy" aria-hidden="true"></i> Copy 552 </button> 553 </div> 554 <pre><code id="bib-code-mindtrellis">@inproceedings{ mindtrellis, 555 title = { MindTrellis: Co-Creating Knowledge Structures with AI through Interactive Visual Exploration }, 556 author = { Xiang Li and Cara Li and Emily Kuang and Can Liu and Jian Zhao }, 557 booktitle = { Proceedings of ACM Conference on Designing Interactive Systems (DIS) }, 558 year = { 2026 }, 559 doi = { 10.1145/3800645.3813045 },
560 pages = { 4892-4912 } 561}</code></pre> 562 </div> 563 </div> 564</div> 565 566 567 568 569 570 571<div class="publication" data-pub="{"id":"maniscope","title":"ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk","topics":["AI4Economy","Visual Analytics","AI4Vis"],"authors":["Xiaolin Wen","Feng Liang","Yuanye Ma","Qishuang Fu","Zhengyu Sun","Feng Zhu","Can Liu","Yong Wang"],"year":"2026","type":["preprint"],"highlight":0,"pdf":"https://arxiv.org/pdf/2607.11451.pdf","arxiv":"2607.11451","primaryClass":"cs.HC","image":"26_maniscope.png"}"> 572 <div class="publication-media"> 573 <img src="/assets/project/26_maniscope.png" alt="ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk preview" loading="lazy" /> 574 </div> 575 576 <div class="publication-body"> 577 <h3 id="maniscope">ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk 578 579 </h3> 580 <div class="authors"><a href="https://wenxiaolin.com/" target="_blank">Xiaolin Wen</a>, Feng Liang, Yuanye Ma, Qishuang Fu, Zhengyu Sun, Feng Zhu, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 581 582 583 584 <div class="publication-topics" aria-label="Research topics"> 585 586 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Economy">AI4Economy</button> 587 588 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 589 590 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 591 592 </div> 593 594 595 596 597 598 599 600 <div class="extra-links"> 601 602 603 <a href="https://arxiv.org/pdf/2607.11451.pdf" target="_blank"> 604 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 605 </a> 606 607 608 609 610 611 612 613 614 615 <a target="_blank" href="https://arxiv2bibtex.org/?q=2607.11451"> 616 <i class="fas fa-book" aria-hidden="true"></i> Bibtex 617 </a> 618 619 620 621 <a target="_blank" href="https://arxiv.org/abs/2607.11451"> 622 <i class="fas fa-archive" aria-hidden="true"></i> arXiv: 2607.11451 623 </a> 624 625 626 627 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-maniscope" onclick="toggleBibtex('maniscope', this)"> 628 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 629 </button> 630 </div> 631 632 633 <div id="bib-maniscope" class="bibtex-container" hidden=""> 634 <div class="bibtex-toolbar"> 635 <span class="bibtex-label">BibTeX</span> 636 <button type="button" class="bibtex-copy" onclick="copyBibtex('maniscope', this)"> 637 <i class="far fa-copy" aria-hidden="true"></i> Copy 638 </button> 639 </div> 640 <pre><code id="bib-code-maniscope">@inproceedings{ maniscope, 641 title = { ManiScope: LLM-Assisted Visual Analytics of Cryptocurrency Manipulation Risk }, 642 author = { Xiaolin Wen and Feng Liang and Yuanye Ma and Qishuang Fu and Zhengyu Sun and Feng Zhu and Can Liu and Yong Wang }, 643 booktitle = { Proceedings of }, 644 year = { 2026 } 645}</code></pre> 646 </div> 647 </div> 648</div> 649 650 651 652 653 654 655<div class="publication" data-pub="{"id":"vibe_coding","title":"Vibe Coding for Visualization Implementation: An Empirical Study of Practices and Challenges","topics":["Human-AI","Expressivity","AI4Vis"],"authors":["Zhengyu Sun","Xiaolin Wen","Fengjie Wang","Can Liu","Yi Lai","Christophe Hurter","Yong Wang"],"year":"2026","type":["preprint"],"highlight":0,"pdf":"https://arxiv.org/pdf/2606.19703.pdf","arxiv":"2606.19703","primaryClass":"cs.HC","image":"26_vibecoding.png"}"> 656 <div class="publication-media"> 657 <img src="/assets/project/26_vibecoding.png" alt="Vibe Coding for Visualization Implementation: An Empirical Study of Practices and Challenges preview" loading="lazy" /> 658 </div> 659 660 <div class="publication-body"> 661 <h3 id="vibe_coding">Vibe Coding for Visualization Implementation: An Empirical Study of Practices and Challenges 662 663 </h3> 664 <div class="authors">Zhengyu Sun, <a href="https://wenxiaolin.com/" target="_blank">Xiaolin Wen</a>, Fengjie Wang, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Yi Lai, Christophe Hurter, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 665 666 667 668 <div class="publication-topics" aria-label="Research topics"> 669 670 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 671 672 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 673 674 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 675 676 </div> 677 678 679 680 681 682 683 684 <div class="extra-links"> 685 686 687 <a href="https://arxiv.org/pdf/2606.19703.pdf" target="_blank"> 688 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 689 </a> 690 691 692 693 694 695 696 697 698 699 <a target="_blank" href="https://arxiv2bibtex.org/?q=2606.19703"> 700 <i class="fas fa-book" aria-hidden="true"></i> Bibtex 701 </a> 702 703 704 705 <a target="_blank" href="https://arxiv.org/abs/2606.19703"> 706 <i class="fas fa-archive" aria-hidden="true"></i> arXiv: 2606.19703 707 </a> 708 709 710 711 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-vibe_coding" onclick="toggleBibtex('vibe_coding', this)"> 712 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 713 </button> 714 </div> 715 716 717 <div id="bib-vibe_coding" class="bibtex-container" hidden=""> 718 <div class="bibtex-toolbar">
719 <span class="bibtex-label">BibTeX</span> 720 <button type="button" class="bibtex-copy" onclick="copyBibtex('vibe_coding', this)"> 721 <i class="far fa-copy" aria-hidden="true"></i> Copy 722 </button> 723 </div> 724 <pre><code id="bib-code-vibe_coding">@inproceedings{ vibe_coding, 725 title = { Vibe Coding for Visualization Implementation: An Empirical Study of Practices and Challenges }, 726 author = { Zhengyu Sun and Xiaolin Wen and Fengjie Wang and Can Liu and Yi Lai and Christophe Hurter and Yong Wang }, 727 booktitle = { Proceedings of }, 728 year = { 2026 } 729}</code></pre> 730 </div> 731 </div> 732</div> 733 734 735 736 737 738 739<div class="publication" data-pub="{"id":"datawink","title":"DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models","topics":["Expressivity","AI4Vis","Human-AI"],"image":"datawink.gif","authors":["Liwenhan Xie","Yanna Lin","Can Liu","Huamin Qu","Xinhuan Shu"],"venue":"IEEE Transactions on Visualization and Computer Graphics","venue_tags":["TVCG"],"venue_label":["CCF Aç±»æå","SCI ä¸åº"],"doi":"10.1109/TVCG.2025.3634635","pages":"824-834","volume":32,"number":1,"highlight":0,"type":["Journal"],"year":"2026","pdf":"https://arXiv.org/abs/2507.17734","website":"/projects/DataWink","video":"https://youtu.be/hSWl-XKrv88"}"> 740 <div class="publication-media"> 741 <img src="/assets/project/datawink.gif" alt="DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models preview" loading="lazy" /> 742 </div> 743 744 <div class="publication-body"> 745 <h3 id="datawink">DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models 746 747 </h3> 748 <div class="authors"><a href="https://shellywhen.github.io" target="_blank">Liwenhan Xie</a>, Yanna Lin, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Huamin Qu, Xinhuan Shu</div> 749 750 <div class="venue"> 751 752 <i>IEEE Transactions on Visualization and Computer Graphics.</i> 753 754 32(1):824-834, 755 2026. 756 </div> 757 758 759 760 <div class="publication-topics" aria-label="Research topics"> 761 762 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 763 764 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 765 766 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 767 768 </div> 769 770 771 772 773 774 775 776 <div class="extra-links"> 777 778 <a target="_blank" href="https://doi.org/10.1109/TVCG.2025.3634635"> 779 <i class="fas fa-book" aria-hidden="true"></i> DOI 780 </a> 781 782 783 <a href="https://arXiv.org/abs/2507.17734" target="_blank"> 784 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 785 </a> 786 787 788 789 <a target="_blank" href="/projects/DataWink"> 790 <i class="fas fa-link" aria-hidden="true"></i> Project 791 </a> 792 793 794 795 796 <a target="_blank" href="https://youtu.be/hSWl-XKrv88"> 797 <i class="fas fa-film" aria-hidden="true"></i> Video 798 </a> 799 800 801 802 803 804 805 806 807 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-datawink" onclick="toggleBibtex('datawink', this)"> 808 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 809 </button> 810 </div> 811 812 813 <div id="bib-datawink" class="bibtex-container" hidden=""> 814 <div class="bibtex-toolbar">
815 <span class="bibtex-label">BibTeX</span> 816 <button type="button" class="bibtex-copy" onclick="copyBibtex('datawink', this)"> 817 <i class="far fa-copy" aria-hidden="true"></i> Copy 818 </button> 819 </div> 820 <pre><code id="bib-code-datawink">@article{ datawink, 821 title = { DataWink: Reusing and Adapting SVG-based Visualization Examples with Large Multimodal Models }, 822 author = { Liwenhan Xie and Yanna Lin and Can Liu and Huamin Qu and Xinhuan Shu }, 823 journal = { IEEE Transactions on Visualization and Computer Graphics }, 824 year = { 2026 }, 825 doi = { 10.1109/TVCG.2025.3634635 }, 826 pages = { 824-834 }, 827 volume = { 32 }, 828 number = { 1 } 829}</code></pre> 830 </div> 831 </div> 832</div> 833 834 835 </div> 836 </section> 837 838 <section class="publication-year-section"> 839 <h3 class="pub-year year" id="y2025">2025</h3> 840 <div class="year-group"> 841 842 843 844 845 846<div class="publication" data-pub="{"id":"simvecvis","title":"SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding","topics":["AI4Vis","Visual Analytics"],"authors":["Can Liu","Chunlin Da","Xiaoxiao Long","Yuxiao Yang","Yu Zhang","Yong Wang"],"year":"2025","venue":"IEEE Visualization and Visual Analytics","venue_tags":["PVIS"],"type":["Conference"],"venue_label":["CCF A"],"highlight":2,"pages":"26-30","doi":"10.1109/VIS60296.2025.00010","pdf":"https://arxiv.org/pdf/2506.21319","code":"https://github.com/VIDA-Lab/SimVecVis","image":"25_simvec.png"}"> 847 <div class="publication-media"> 848 <img src="/assets/project/25_simvec.png" alt="SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding preview" loading="lazy" /> 849 </div> 850 851 <div class="publication-body"> 852 <h3 id="simvecvis">SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding 853 854 </h3> 855 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Chunlin Da, Xiaoxiao Long, Yuxiao Yang, <a href="https://zhangyu94.github.io/" target="_blank">Yu Zhang</a>, <a href="https://yong-wang.org/" target="_blank">Yong Wang</a></div> 856 857 <div class="venue"> 858 859 In <i>Proceedings of IEEE Visualization and Visual Analytics.</i> 860 861 pages 26-30, 862 863 864 865 2025. 866 </div> 867 868 869 870 <div class="publication-topics" aria-label="Research topics"> 871 872 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 873 874 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 875 876 </div> 877 878 879 880 881 882 883 884 <div class="extra-links"> 885 886 <a target="_blank" href="https://doi.org/10.1109/VIS60296.2025.00010"> 887 <i class="fas fa-book" aria-hidden="true"></i> DOI 888 </a> 889 890 891 <a href="https://arxiv.org/pdf/2506.21319" target="_blank"> 892 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 893 </a> 894 895 896 897 898 <a target="_blank" href="https://github.com/VIDA-Lab/SimVecVis"> 899 <i class="fab fa-github" aria-hidden="true"></i> Code 900 </a> 901 902 903 904 905 906 907 908 909 910 911 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-simvecvis" onclick="toggleBibtex('simvecvis', this)"> 912 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 913 </button> 914 </div> 915 916 917 <div id="bib-simvecvis" class="bibtex-container" hidden=""> 918 <div class="bibtex-toolbar"> 919 <span class="bibtex-label">BibTeX</span> 920 <button type="button" class="bibtex-copy" onclick="copyBibtex('simvecvis', this)"> 921 <i class="far fa-copy" aria-hidden="true"></i> Copy 922 </button> 923 </div> 924 <pre><code id="bib-code-simvecvis">@inproceedings{ simvecvis, 925 title = { SimVecVis: A Dataset for Enhancing MLLMs in Visualization Understanding }, 926 author = { Can Liu and Chunlin Da and Xiaoxiao Long and Yuxiao Yang and Yu Zhang and Yong Wang }, 927 booktitle = { Proceedings of IEEE Visualization and Visual Analytics }, 928 year = { 2025 }, 929 doi = { 10.1109/VIS60296.2025.00010 }, 930 pages = { 26-30 } 931}</code></pre> 932 </div> 933 </div> 934</div> 935 936 937 938 939 940 941<div class="publication" data-pub="{"id":"prompt","title":"PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation","topics":["Human-AI","Expressivity","Digital Humanities"],"image":"prompthis.webp","authors":["Yuhan Guo","Hanning Shao","Can Liu","Kai Xu","Xiaoru Yuan"],"venue":"IEEE Transactions on Visualization and Computer Graphics","volume":31,"number":9,"pages":"4547-4559","venue_tags":["TVCG"],"venue_label":["SCI ä¸åº","CCF Aç±»æå","Transactions"],"type":["
941Journal"],"year":"2025","highlight":0,"doi":"10.1109/TVCG.2024.3408255"}"> 942 <div class="publication-media"> 943 <img src="/assets/project/prompthis.webp" alt="PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation preview" loading="lazy" /> 944 </div> 945 946 <div class="publication-body"> 947 <h3 id="prompt">PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation 948 949 </h3> 950 <div class="authors"><a href="http://vis.pku.edu.cn/people/yuhanguo" target="_blank">Yuhan Guo</a>, <a href="http://vis.pku.edu.cn/people/hanningshao/" target="_blank">Hanning Shao</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Kai Xu, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 951 952 <div class="venue"> 953 954 <i>IEEE Transactions on Visualization and Computer Graphics.</i> 955 956 31(9):4547-4559, 957 2025. 958 </div> 959 960 961 962 <div class="publication-topics" aria-label="Research topics"> 963 964 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 965 966 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 967 968 <button type="button" class="publication-topic-chip" data-publication-topic="Digital Humanities">Digital Humanities</button> 969 970 </div> 971 972 973 974 975 976 977 978 <div class="extra-links"> 979 980 <a target="_blank" href="https://doi.org/10.1109/TVCG.2024.3408255"> 981 <i class="fas fa-book" aria-hidden="true"></i> DOI 982 </a> 983 984 985 986 987 988 989 990 991 992 993 994 995 996 997 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-prompt" onclick="toggleBibtex('prompt', this)"> 998 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 999 </button> 1000 </div> 1001 1002 1003 <div id="bib-prompt" class="bibtex-container" hidden=""> 1004 <div class="bibtex-toolbar"> 1005 <span class="bibtex-label">BibTeX</span> 1006 <button type="button" class="bibtex-copy" onclick="copyBibtex('prompt', this)"> 1007 <i class="far fa-copy" aria-hidden="true"></i> Copy 1008 </button> 1009 </div> 1010 <pre><code id="bib-code-prompt">@article{ prompt, 1011 title = { PrompTHis: Visualizing the Process and Influence of Prompt Editing during Text-to-Image Creation }, 1012 author = { Yuhan Guo and Hanning Shao and Can Liu and Kai Xu and Xiaoru Yuan }, 1013 journal = { IEEE Transactions on Visualization and Computer Graphics }, 1014 year = { 2025 }, 1015 doi = { 10.1109/TVCG.2024.3408255 }, 1016 pages = { 4547-4559 }, 1017 volume = { 31 }, 1018 number = { 9 } 1019}</code></pre> 1020 </div> 1021 </div> 1022</div> 1023 1024 1025 </div> 1026 </section> 1027 1028 <section class="publication-year-section"> 1029 <h3 class="pub-year year" id="y2024">2024</h3> 1030 <div class="year-group"> 1031 1032 1033 1034 1035 1036<div class="publication" data-pub="{"id":"spatial_layout","title":"A Spatial-Constraint Model for Activating Static Visualizations","topics":["Expressivity","AI4Vis"],"image":"24_spatial_constraint.gif","authors":["Can Liu","Yu Zhang","Cong Wu","Chen Li","Xiaoru Yuan"],"venue":"ACM Transactions on Intelligent Interactive Systems","venue_tags":["TIIS"],"venue_label":["SCI Q1","Transactions"],"type":["Journal"],"year":"2024","highlight":2,"volume":14,"number":2,"pages":"1-29","pdf":"https://arxiv.org/pdf/2303.14476.pdf","video":"https://youtu.be/i8C8lGAVLdI","doi":"10.1145/3657642","demo":"/projects/spatialconstraint/"}"> 1037 <div class="publication-media"> 1038 <img src="/assets/project/24_spatial_constraint.gif" alt="A Spatial-Constraint Model for Activating Static Visualizations preview" loading="lazy" /> 1039 </div> 1040 1041 <div class="publication-body"> 1042 <h3 id="spatial_layout">A Spatial-Constraint Model for Activating Static Visualizations 1043 1044 </h3> 1045 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="https://zhangyu94.github.io/" target="_blank">Yu Zhang</a>, <a href="http://vis.pku.edu.cn/people/congwu/" target="_blank">Cong Wu</a>, Chen Li, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1046 1047 <div class="venue"> 1048 1049 <i>ACM Transactions on Intelligent Interactive Systems.</i> 1050 1051 14(2):1-29, 1052 2024. 1053 </div> 1054 1055 1056 1057 <div class="publication-topics" aria-label="Research topics"> 1058 1059 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 1060 1061 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 1062 1063 </div> 1064 1065 1066 1067 1068 1069 1070 1071 <div class="extra-links"> 1072 1073 <a target="_blank" href="https://doi.org/10.1145/3657642"> 1074 <i class="fas fa-book" aria-hidden="true"></i> DOI 1075 </a> 1076 1077 1078 <a href="https://arxiv.org/pdf/2303.14476.pdf" target="_blank"> 1079 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1080 </a> 1081 1082 1083 1084 1085 1086 1087 <a target="_blank" href="https://youtu.be/i8C8lGAVLdI"> 1088 <i class="fas fa-film" aria-hidden="true"></i> Video 1089 </a> 1090 1091 1092 1093 1094 1095 1096 1097 1098 <a target="_blank" href="/projects/spatialconstraint/"> 1099 <i class="fas fa-desktop" aria-hidden="true"></i> Demo 1100 </a> 1101 1102 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-spatial_layout" onclick="toggleBibtex('spatial_layout', this)"> 1103 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1104 </button> 1105 </div> 1106 1107 1108 <div id="bib-spatial_layout" class="bibtex-container" hidden=""> 1109 <div class="bibtex-toolbar">
1110 <span class="bibtex-label">BibTeX</span> 1111 <button type="button" class="bibtex-copy" onclick="copyBibtex('spatial_layout', this)"> 1112 <i class="far fa-copy" aria-hidden="true"></i> Copy 1113 </button> 1114 </div> 1115 <pre><code id="bib-code-spatial_layout">@article{ spatial_layout, 1116 title = { A Spatial-Constraint Model for Activating Static Visualizations }, 1117 author = { Can Liu and Yu Zhang and Cong Wu and Chen Li and Xiaoru Yuan }, 1118 journal = { ACM Transactions on Intelligent Interactive Systems }, 1119 year = { 2024 }, 1120 doi = { 10.1145/3657642 }, 1121 pages = { 1-29 }, 1122 volume = { 14 }, 1123 number = { 2 } 1124}</code></pre> 1125 </div> 1126 </div> 1127</div> 1128 1129 1130 1131 1132 1133 1134<div class="publication" data-pub="{"id":"autolegend","title":"AutoLegend: An Automatic Legend Generator for Visualization","topics":["AI4Vis","Expressivity"],"authors":["Can Liu","Xiyao Mei","Zhibang Jiang","Xiaoru Yuan"],"year":"2024","type":["preprint"],"highlight":0,"pdf":"https://arxiv.org/abs/2407.16331","image":"23_autolegend.png"}"> 1135 <div class="publication-media"> 1136 <img src="/assets/project/23_autolegend.png" alt="AutoLegend: An Automatic Legend Generator for Visualization preview" loading="lazy" /> 1137 </div> 1138 1139 <div class="publication-body"> 1140 <h3 id="autolegend">AutoLegend: An Automatic Legend Generator for Visualization 1141 1142 </h3> 1143 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Xiyao Mei, <a href="https://zhibang.design/" target="_blank">Zhibang Jiang</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1144 1145 1146 1147 <div class="publication-topics" aria-label="Research topics"> 1148 1149 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 1150 1151 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 1152 1153 </div> 1154 1155 1156 1157 1158 1159 1160 1161 <div class="extra-links"> 1162 1163 1164 <a href="https://arxiv.org/abs/2407.16331" target="_blank"> 1165 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1166 </a> 1167 1168 1169 1170 1171 1172 1173 1174 1175 1176 1177 1178 1179 1180 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-autolegend" onclick="toggleBibtex('autolegend', this)"> 1181 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1182 </button> 1183 </div> 1184 1185 1186 <div id="bib-autolegend" class="bibtex-container" hidden=""> 1187 <div class="bibtex-toolbar"> 1188 <span class="bibtex-label">BibTeX</span> 1189 <button type="button" class="bibtex-copy" onclick="copyBibtex('autolegend', this)"> 1190 <i class="far fa-copy" aria-hidden="true"></i> Copy 1191 </button> 1192 </div> 1193 <pre><code id="bib-code-autolegend">@inproceedings{ autolegend, 1194 title = { AutoLegend: An Automatic Legend Generator for Visualization }, 1195 author = { Can Liu and Xiyao Mei and Zhibang Jiang and Xiaoru Yuan }, 1196 booktitle = { Proceedings of }, 1197 year = { 2024 } 1198}</code></pre> 1199 </div> 1200 </div> 1201</div> 1202 1203 1204 1205 1206 1207 1208<div class="publication" data-pub="{"id":"nlmanipulate","title":"In-Situ Visualization Manipulation with Natural Language Queries","topics":["Expressivity","Human-AI","AI4Vis"],"authors":["Can Liu","Jiacheng Yu","Yuhan Guo","Jiayi Zhuang","Yuchu Luo","Xiaoru Yuan"],"year":"2024","type":["preprint"],"highlight":0,"pdf":"https://arxiv.org/abs/2404.06039","image":"23_nlmanipulate.png"}"> 1209 <div class="publication-media"> 1210 <img src="/assets/project/23_nlmanipulate.png" alt="In-Situ Visualization Manipulation with Natural Language Queries preview" loading="lazy" /> 1211 </div> 1212 1213 <div class="publication-body"> 1214 <h3 id="nlmanipulate">In-Situ Visualization Manipulation with Natural Language Queries 1215 1216 </h3> 1217 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Jiacheng Yu, <a href="http://vis.pku.edu.cn/people/yuhanguo" target="_blank">Yuhan Guo</a>, Jiayi Zhuang, Yuchu Luo, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1218 1219 1220 1221 <div class="publication-topics" aria-label="Research topics"> 1222 1223 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 1224 1225 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 1226 1227 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 1228 1229 </div> 1230 1231 1232 1233 1234 1235 1236 1237 <div class="extra-links"> 1238 1239 1240 <a href="https://arxiv.org/abs/2404.06039" target="_blank"> 1241 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1242 </a> 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255 1256 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-nlmanipulate" onclick="toggleBibtex('nlmanipulate', this)"> 1257 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1258 </button> 1259 </div> 1260 1261 1262 <div id="bib-nlmanipulate" class="bibtex-container" hidden=""> 1263 <div class="bibtex-toolbar">
1264 <span class="bibtex-label">BibTeX</span> 1265 <button type="button" class="bibtex-copy" onclick="copyBibtex('nlmanipulate', this)"> 1266 <i class="far fa-copy" aria-hidden="true"></i> Copy 1267 </button> 1268 </div> 1269 <pre><code id="bib-code-nlmanipulate">@inproceedings{ nlmanipulate, 1270 title = { In-Situ Visualization Manipulation with Natural Language Queries }, 1271 author = { Can Liu and Jiacheng Yu and Yuhan Guo and Jiayi Zhuang and Yuchu Luo and Xiaoru Yuan }, 1272 booktitle = { Proceedings of }, 1273 year = { 2024 } 1274}</code></pre> 1275 </div> 1276 </div> 1277</div> 1278 1279 1280 1281 1282 1283 1284<div class="publication" data-pub="{"id":"autotitle","title":"AutoTitle: An Interactive Title Generator for Visualizations","topics":["AI4Vis","Expressivity","Human-AI"],"image":"23_title.jpg","authors":["Can Liu","Yuhan Guo","Xiaoru Yuan"],"venue":"IEEE Transactions on Visualization and Computer Graphics","volume":30,"number":8,"pages":"5276-5288","venue_tags":["TVCG"],"venue_label":["CCF Aç±»æå","SCI ä¸åº"],"doi":"10.1109/TVCG.2023.3290241","highlight":5,"type":["Journal"],"year":"2024","pdf":"/assets/paper/23-autotitle.pdf"}"> 1285 <div class="publication-media"> 1286 <img src="/assets/project/23_title.jpg" alt="AutoTitle: An Interactive Title Generator for Visualizations preview" loading="lazy" /> 1287 </div> 1288 1289 <div class="publication-body"> 1290 <h3 id="autotitle">AutoTitle: An Interactive Title Generator for Visualizations 1291 1292 </h3> 1293 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/yuhanguo" target="_blank">Yuhan Guo</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1294 1295 <div class="venue"> 1296 1297 <i>IEEE Transactions on Visualization and Computer Graphics.</i> 1298 1299 30(8):5276-5288, 1300 2024. 1301 </div> 1302 1303 1304 1305 <div class="publication-topics" aria-label="Research topics"> 1306 1307 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 1308 1309 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 1310 1311 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 1312 1313 </div> 1314 1315 1316 1317 1318 1319 1320 1321 <div class="extra-links"> 1322 1323 <a target="_blank" href="https://doi.org/10.1109/TVCG.2023.3290241"> 1324 <i class="fas fa-book" aria-hidden="true"></i> DOI 1325 </a> 1326 1327 1328 <a href="/assets/paper/23-autotitle.pdf" target="_blank"> 1329 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1330 </a> 1331 1332 1333 1334 1335 1336 1337 1338 1339 1340 1341 1342 1343 1344 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-autotitle" onclick="toggleBibtex('autotitle', this)"> 1345 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1346 </button> 1347 </div> 1348 1349 1350 <div id="bib-autotitle" class="bibtex-container" hidden=""> 1351 <div class="bibtex-toolbar"> 1352 <span class="bibtex-label">BibTeX</span> 1353 <button type="button" class="bibtex-copy" onclick="copyBibtex('autotitle', this)"> 1354 <i class="far fa-copy" aria-hidden="true"></i> Copy 1355 </button> 1356 </div> 1357 <pre><code id="bib-code-autotitle">@article{ autotitle, 1358 title = { AutoTitle: An Interactive Title Generator for Visualizations }, 1359 author = { Can Liu and Yuhan Guo and Xiaoru Yuan }, 1360 journal = { IEEE Transactions on Visualization and Computer Graphics }, 1361 year = { 2024 }, 1362 doi = { 10.1109/TVCG.2023.3290241 }, 1363 pages = { 5276-5288 }, 1364 volume = { 30 }, 1365 number = { 8 } 1366}</code></pre> 1367 </div> 1368 </div> 1369</div> 1370 1371 1372 1373 1374 1375 1376<div class="publication" data-pub="{"id":"oldvisonline","title":"OldVisOnline: Curating a Dataset of Historical Visualizations","topics":["Digital Humanities","Visual Analytics"],"image":"24-oldvis.png","authors":["Yu Zhang","Ruike Jiang","Liwenhan Xie","Yuheng Zhao","Can Liu","Tianhong Ding","Siming Chen","Xiaoru Yuan"],"venue":"IEEE Transactions on Visualization and Computer Graphics","venue_tags":["TVCG"],"venue_label":["SCI ä¸åº","CCF Aç±»æå"],"highlight":0,"volume":30,"number":1,"pages":"551-561","type":["
1376Journal"],"year":"2024","pdf":"https://arxiv.org/pdf/2308.16053.pdf","doi":"10.1109/TVCG.2023.3326908"}"> 1377 <div class="publication-media"> 1378 <img src="/assets/project/24-oldvis.png" alt="OldVisOnline: Curating a Dataset of Historical Visualizations preview" loading="lazy" /> 1379 </div> 1380 1381 <div class="publication-body"> 1382 <h3 id="oldvisonline">OldVisOnline: Curating a Dataset of Historical Visualizations 1383 1384 </h3> 1385 <div class="authors"><a href="https://zhangyu94.github.io/" target="_blank">Yu Zhang</a>, <a href="http://vis.pku.edu.cn/people/ruikejiang/" target="_blank">Ruike Jiang</a>, <a href="https://shellywhen.github.io" target="_blank">Liwenhan Xie</a>, Yuheng Zhao, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Tianhong Ding, Siming Chen, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1386 1387 <div class="venue"> 1388 1389 <i>IEEE Transactions on Visualization and Computer Graphics.</i> 1390 1391 30(1):551-561, 1392 2024. 1393 </div> 1394 1395 1396 1397 <div class="publication-topics" aria-label="Research topics"> 1398 1399 <button type="button" class="publication-topic-chip" data-publication-topic="Digital Humanities">Digital Humanities</button> 1400 1401 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 1402 1403 </div> 1404 1405 1406 1407 1408 1409 1410 1411 <div class="extra-links"> 1412 1413 <a target="_blank" href="https://doi.org/10.1109/TVCG.2023.3326908"> 1414 <i class="fas fa-book" aria-hidden="true"></i> DOI 1415 </a> 1416 1417 1418 <a href="https://arxiv.org/pdf/2308.16053.pdf" target="_blank"> 1419 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1420 </a> 1421 1422 1423 1424 1425 1426 1427 1428 1429 1430 1431 1432 1433 1434 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-oldvisonline" onclick="toggleBibtex('oldvisonline', this)"> 1435 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1436 </button> 1437 </div> 1438 1439 1440 <div id="bib-oldvisonline" class="bibtex-container" hidden=""> 1441 <div class="bibtex-toolbar"> 1442 <span class="bibtex-label">BibTeX</span> 1443 <button type="button" class="bibtex-copy" onclick="copyBibtex('oldvisonline', this)"> 1444 <i class="far fa-copy" aria-hidden="true"></i> Copy 1445 </button> 1446 </div> 1447 <pre><code id="bib-code-oldvisonline">@article{ oldvisonline, 1448 title = { OldVisOnline: Curating a Dataset of Historical Visualizations }, 1449 author = { Yu Zhang and Ruike Jiang and Liwenhan Xie and Yuheng Zhao and Can Liu and Tianhong Ding and Siming Chen and Xiaoru Yuan }, 1450 journal = { IEEE Transactions on Visualization and Computer Graphics }, 1451 year = { 2024 }, 1452 doi = { 10.1109/TVCG.2023.3326908 }, 1453 pages = { 551-561 }, 1454 volume = { 30 }, 1455 number = { 1 } 1456}</code></pre> 1457 </div> 1458 </div> 1459</div> 1460 1461 1462 </div> 1463 </section> 1464 1465 <section class="publication-year-section"> 1466 <h3 class="pub-year year" id="y2023">2023</h3> 1467 <div class="year-group"> 1468 1469 1470 1471 1472 1473<div class="publication" data-pub="{"id":"transition_bars","title":"Understanding Transitions in Animated Bar Charts","topics":["Expressivity","Visual Analytics"],"authors":["Datong Wei","Can Liu","Xiaolong Zhang","Xiaoru Yuan"],"venue":"Visual Intelligence","venue_tags":["VI"],"highlight":0,"volume":1,"number":12,"pages":"1-15","type":["Journal"],"year":"2023","doi":"10.1007/s44267-023-00015-w","pdf":"https://link.springer.com/article/10.1007/s44267-023-00015-w","image":"23_transition_bar.png"}"> 1474 <div class="publication-media"> 1475 <img src="/assets/project/23_transition_bar.png" alt="Understanding Transitions in Animated Bar Charts preview" loading="lazy" /> 1476 </div> 1477 1478 <div class="publication-body"> 1479 <h3 id="transition_bars">Understanding Transitions in Animated Bar Charts 1480 1481 </h3> 1482 <div class="authors"><a href="http://vis.pku.edu.cn/people/datongwei/" target="_blank">Datong Wei</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Xiaolong Zhang, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1483 1484 <div class="venue"> 1485 1486 <i>Visual Intelligence.</i> 1487 1488 1(12):1-15, 1489 2023. 1490 </div> 1491 1492 1493 1494 <div class="publication-topics" aria-label="Research topics"> 1495 1496 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 1497 1498 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 1499 1500 </div> 1501 1502 1503 1504 1505 1506 1507 1508 <div class="extra-links"> 1509 1510 <a target="_blank" href="https://doi.org/10.1007/s44267-023-00015-w"> 1511 <i class="fas fa-book" aria-hidden="true"></i> DOI 1512 </a> 1513 1514 1515 <a href="https://link.springer.com/article/10.1007/s44267-023-00015-w" target="_blank"> 1516 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1517 </a> 1518 1519 1520 1521 1522 1523 1524 1525 1526 1527 1528 1529 1530 1531 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-transition_bars" onclick="toggleBibtex('transition_bars', this)"> 1532 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1533 </button> 1534 </div> 1535 1536 1537 <div id="bib-transition_bars" class="bibtex-container" hidden=""> 1538 <div class="bibtex-toolbar">
1539 <span class="bibtex-label">BibTeX</span> 1540 <button type="button" class="bibtex-copy" onclick="copyBibtex('transition_bars', this)"> 1541 <i class="far fa-copy" aria-hidden="true"></i> Copy 1542 </button> 1543 </div> 1544 <pre><code id="bib-code-transition_bars">@article{ transition_bars, 1545 title = { Understanding Transitions in Animated Bar Charts }, 1546 author = { Datong Wei and Can Liu and Xiaolong Zhang and Xiaoru Yuan }, 1547 journal = { Visual Intelligence }, 1548 year = { 2023 }, 1549 doi = { 10.1007/s44267-023-00015-w }, 1550 pages = { 1-15 }, 1551 volume = { 1 }, 1552 number = { 12 } 1553}</code></pre> 1554 </div> 1555 </div> 1556</div> 1557 1558 1559 1560 1561 1562 1563<div class="publication" data-pub="{"id":"wikiedit","title":"Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History","topics":["Digital Humanities","Visual Analytics"],"image":"edit-history-vis.webp","authors":["Yuhan Guo","Qin Han","Yuke Lou","Yiming Wang","Can Liu","Xiaoru Yuan"],"year":"2023","venue":"IEEE Pacific Visualization Symposium","venue_label":["EIæ£ç´¢","CCF Cç±»ä¼è®®"],"pages":["157-166"],"location":"Seoul, South Korea","doi":"10.1109/PacificVis56936.2023.00025","venue_tags":["PVIS"],"type":["Conference"],"highlight":0,"venue_dates":["Apr. 18-21"]}"> 1564 <div class="publication-media"> 1565 <img src="/assets/project/edit-history-vis.webp" alt="Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History preview" loading="lazy" /> 1566 </div> 1567 1568 <div class="publication-body"> 1569 <h3 id="wikiedit">Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History 1570 1571 </h3> 1572 <div class="authors"><a href="http://vis.pku.edu.cn/people/yuhanguo" target="_blank">Yuhan Guo</a>, Qin Han, Yuke Lou, Yiming Wang, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1573 1574 <div class="venue"> 1575 1576 In <i>Proceedings of IEEE Pacific Visualization Symposium.</i> 1577 1578 pages 157-166, 1579 Seoul, South Korea, 1580 Apr. 18-21, 1581 1582 2023. 1583 </div> 1584 1585 1586 1587 <div class="publication-topics" aria-label="Research topics"> 1588 1589 <button type="button" class="publication-topic-chip" data-publication-topic="Digital Humanities">Digital Humanities</button> 1590 1591 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 1592 1593 </div> 1594 1595 1596 1597 1598 1599 1600 1601 <div class="extra-links"> 1602 1603 <a target="_blank" href="https://doi.org/10.1109/PacificVis56936.2023.00025"> 1604 <i class="fas fa-book" aria-hidden="true"></i> DOI 1605 </a> 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-wikiedit" onclick="toggleBibtex('wikiedit', this)"> 1621 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1622 </button> 1623 </div> 1624 1625 1626 <div id="bib-wikiedit" class="bibtex-container" hidden=""> 1627 <div class="bibtex-toolbar"> 1628 <span class="bibtex-label">BibTeX</span> 1629 <button type="button" class="bibtex-copy" onclick="copyBibtex('wikiedit', this)"> 1630 <i class="far fa-copy" aria-hidden="true"></i> Copy 1631 </button> 1632 </div> 1633 <pre><code id="bib-code-wikiedit">@inproceedings{ wikiedit, 1634 title = { Edit-History Vis: An Interactive Visual Exploration and Analysis on Wikipedia Edit History }, 1635 author = { Yuhan Guo and Qin Han and Yuke Lou and Yiming Wang and Can Liu and Xiaoru Yuan }, 1636 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 1637 year = { 2023 }, 1638 doi = { 10.1109/PacificVis56936.2023.00025 }, 1639 pages = { 157-166 } 1640}</code></pre> 1641 </div> 1642 </div> 1643</div> 1644 1645 1646 1647 1648 1649 1650<div class="publication" data-pub="{"id":"intelli_vis","title":"Intelligent Visualization and Visual Analytics","topics":["AI4Vis","Visual Analytics"],"zh_title":"æºè½å¯è§åä¸å¯è§åæ","authors":["Jun Tao","Yu Zhang","Qing Chen","Can Liu","Siming Chen","Xiaoru Yuan"],"zh_authors":["é¶é§","å¼ å®","éæ´","åç¿","éææ","è¢æå¦"],"year":"2023","venue":"
1650Journal of Image and Graphics (In Chinese)","zh_venue":"ä¸å½å¾è±¡å¾å½¢å¦æ¥","venue_tags":["ChinaVis"],"type":["Journal"],"number":2,"venue_label":["CCF 䏿ä¼ç§æå","å¦ä¼å¹´åº¦å沿æ¥å"],"zh_venue_label":["ä¸ææ ¸å¿"],"highlight":0,"doi":"10.11834/jig.230034"}"> 1651 <div class="publication-media"> 1652 <img src="/assets/project/none.png" alt="Intelligent Visualization and Visual Analytics preview" loading="lazy" /> 1653 </div> 1654 1655 <div class="publication-body"> 1656 <h3 id="intelli_vis">Intelligent Visualization and Visual Analytics 1657 1658 </h3> 1659 <div class="authors">Jun Tao, <a href="https://zhangyu94.github.io/" target="_blank">Yu Zhang</a>, Qing Chen, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, Siming Chen, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1660 1661 <div class="venue"> 1662 1663 <i>Journal of Image and Graphics (In Chinese).</i> 1664 1665 2023. 1666 </div> 1667 1668 1669 1670 <div class="publication-topics" aria-label="Research topics"> 1671 1672 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 1673 1674 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 1675 1676 </div> 1677 1678 1679 1680 1681 1682 1683 1684 <div class="extra-links"> 1685 1686 <a target="_blank" href="https://doi.org/10.11834/jig.230034"> 1687 <i class="fas fa-book" aria-hidden="true"></i> DOI 1688 </a> 1689 1690 1691 1692 1693 1694 1695 1696 1697 1698 1699 1700 1701 1702 1703 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-intelli_vis" onclick="toggleBibtex('intelli_vis', this)"> 1704 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1705 </button> 1706 </div> 1707 1708 1709 <div id="bib-intelli_vis" class="bibtex-container" hidden=""> 1710 <div class="bibtex-toolbar"> 1711 <span class="bibtex-label">BibTeX</span> 1712 <button type="button" class="bibtex-copy" onclick="copyBibtex('intelli_vis', this)"> 1713 <i class="far fa-copy" aria-hidden="true"></i> Copy 1714 </button> 1715 </div> 1716 <pre><code id="bib-code-intelli_vis">@article{ intelli_vis, 1717 title = { Intelligent Visualization and Visual Analytics }, 1718 author = { Jun Tao and Yu Zhang and Qing Chen and Can Liu and Siming Chen and Xiaoru Yuan }, 1719 journal = { Journal of Image and Graphics (In Chinese) },
1720 year = { 2023 }, 1721 doi = { 10.11834/jig.230034 }, 1722 number = { 2 } 1723}</code></pre> 1724 </div> 1725 </div> 1726</div> 1727 1728 1729 </div> 1730 </section> 1731 1732 <section class="publication-year-section"> 1733 <h3 class="pub-year year" id="y2022">2022</h3> 1734 <div class="year-group"> 1735 1736 1737 1738 1739 1740<div class="publication" data-pub="{"id":"flow_survey","title":"Deep Learning Approaches in Flow Visualizationâ","topics":["SciVis","AI4Vis"],"authors":["Can Liu","Ruike Jiang","Datong Wei","Changhe Yang","Yanda Li","Fang Wang","Xiaoru Yuan"],"year":"2022","venue":"Advances in Aerodynamics","venue_tags":["AIAE"],"type":["Journal"],"volume":4,"number":17,"pages":"1-14","highlight":0,"venue_label":["EIæ£ç´¢"],"doi":"10.1186/s42774-022-00113-1","pdf":"https://aia.springeropen.com/counter/pdf/10.1186/s42774-022-00113-1.pdf","image":"23_dlflowvis.png"}"> 1741 <div class="publication-media"> 1742 <img src="/assets/project/23_dlflowvis.png" alt="Deep Learning Approaches in Flow Visualizationâ preview" loading="lazy" /> 1743 </div> 1744 1745 <div class="publication-body"> 1746 <h3 id="flow_survey">Deep Learning Approaches in Flow Visualizationâ 1747 1748 </h3> 1749 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/ruikejiang/" target="_blank">Ruike Jiang</a>, <a href="http://vis.pku.edu.cn/people/datongwei/" target="_blank">Datong Wei</a>, <a href="http://vis.pku.edu.cn/people/changheyang/" target="_blank">Changhe Yang</a>, <a href="http://vis.pku.edu.cn/people/yandali/" target="_blank">Yanda Li</a>, Fang Wang, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1750 1751 <div class="venue"> 1752 1753 <i>Advances in Aerodynamics.</i> 1754 1755 4(17):1-14, 1756 2022. 1757 </div> 1758 1759 1760 1761 <div class="publication-topics" aria-label="Research topics"> 1762 1763 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 1764 1765 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 1766 1767 </div> 1768 1769 1770 1771 1772 1773 1774 1775 <div class="extra-links"> 1776 1777 <a target="_blank" href="https://doi.org/10.1186/s42774-022-00113-1"> 1778 <i class="fas fa-book" aria-hidden="true"></i> DOI 1779 </a> 1780 1781 1782 <a href="https://aia.springeropen.com/counter/pdf/10.1186/s42774-022-00113-1.pdf" target="_blank"> 1783 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1784 </a> 1785 1786 1787 1788 1789 1790 1791 1792 1793 1794 1795 1796 1797 1798 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-flow_survey" onclick="toggleBibtex('flow_survey', this)"> 1799 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1800 </button> 1801 </div> 1802 1803 1804 <div id="bib-flow_survey" class="bibtex-container" hidden=""> 1805 <div class="bibtex-toolbar"> 1806 <span class="bibtex-label">BibTeX</span> 1807 <button type="button" class="bibtex-copy" onclick="copyBibtex('flow_survey', this)"> 1808 <i class="far fa-copy" aria-hidden="true"></i> Copy 1809 </button> 1810 </div> 1811 <pre><code id="bib-code-flow_survey">@article{ flow_survey, 1812 title = { Deep Learning Approaches in Flow Visualizationâ }, 1813 author = { Can Liu and Ruike Jiang and Datong Wei and Changhe Yang and Yanda Li and Fang Wang and Xiaoru Yuan }, 1814 journal = { Advances in Aerodynamics }, 1815 year = { 2022 }, 1816 doi = { 10.1186/s42774-022-00113-1 }, 1817 pages = { 1-14 }, 1818 volume = { 4 }, 1819 number = { 17 } 1820}</code></pre> 1821 </div> 1822 </div> 1823</div> 1824 1825 1826 1827 1828 1829 1830<div class="publication" data-pub="{"id":"vis_dh","title":"Visualization in Digital Humanitiesâ","topics":["Digital Humanities","Visual Analytics"],"zh_title":"æ°å人æä¸çå¯è§å","authors":["Yuchu Luo","Hao Wu","Yuhan Guo","Shaocong Tan","Can Liu","Xiaoru Yuan"],"zh_authors":["ç½ç æ¥","å´æ","é宿¶µ","è°ç»èª","åç¿","è¢æå¦"],"year":"2022","venue":"Big Data Research (In Chinese)","zh_venue":"å¤§æ°æ®","venue_tags":["BDR"],"type":["
1830Journal"],"volume":8,"number":6,"pages":"74-93","highlight":0,"venue_label":["CCF 䏿ä¼ç§æå"],"zh_venue_label":["ä¸ææ ¸å¿"],"doi":"10.11959/j.issn.2096-0271.2022085"}"> 1831 <div class="publication-media"> 1832 <img src="/assets/project/none.png" alt="Visualization in Digital Humanitiesâ preview" loading="lazy" /> 1833 </div> 1834 1835 <div class="publication-body"> 1836 <h3 id="vis_dh">Visualization in Digital Humanitiesâ 1837 1838 </h3> 1839 <div class="authors">Yuchu Luo, Hao Wu, <a href="http://vis.pku.edu.cn/people/yuhanguo" target="_blank">Yuhan Guo</a>, Shaocong Tan, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1840 1841 <div class="venue"> 1842 1843 <i>Big Data Research (In Chinese).</i> 1844 1845 8(6):74-93, 1846 2022. 1847 </div> 1848 1849 1850 1851 <div class="publication-topics" aria-label="Research topics"> 1852 1853 <button type="button" class="publication-topic-chip" data-publication-topic="Digital Humanities">Digital Humanities</button> 1854 1855 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 1856 1857 </div> 1858 1859 1860 1861 1862 1863 1864 1865 <div class="extra-links"> 1866 1867 <a target="_blank" href="https://doi.org/10.11959/j.issn.2096-0271.2022085"> 1868 <i class="fas fa-book" aria-hidden="true"></i> DOI 1869 </a> 1870 1871 1872 1873 1874 1875 1876 1877 1878 1879 1880 1881 1882 1883 1884 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-vis_dh" onclick="toggleBibtex('vis_dh', this)"> 1885 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1886 </button> 1887 </div> 1888 1889 1890 <div id="bib-vis_dh" class="bibtex-container" hidden=""> 1891 <div class="bibtex-toolbar"> 1892 <span class="bibtex-label">BibTeX</span> 1893 <button type="button" class="bibtex-copy" onclick="copyBibtex('vis_dh', this)"> 1894 <i class="far fa-copy" aria-hidden="true"></i> Copy 1895 </button> 1896 </div> 1897 <pre><code id="bib-code-vis_dh">@article{ vis_dh, 1898 title = { Visualization in Digital Humanitiesâ }, 1899 author = { Yuchu Luo and Hao Wu and Yuhan Guo and Shaocong Tan and Can Liu and Xiaoru Yuan }, 1900 journal = { Big Data Research (In Chinese) },
1901 year = { 2022 }, 1902 doi = { 10.11959/j.issn.2096-0271.2022085 }, 1903 pages = { 74-93 }, 1904 volume = { 8 }, 1905 number = { 6 } 1906}</code></pre> 1907 </div> 1908 </div> 1909</div> 1910 1911 1912 1913 1914 1915 1916<div class="publication" data-pub="{"id":"DMvis","title":"Direct Manipulation of Static Visualizations","topics":["Expressivity","Human-AI"],"image":"24_spatial_constraint.gif","authors":["Can Liu","Yu Zhang","Cong Wu","Xiaoru Yuan"],"year":"2022","venue":"IEEE Pacific Visualization Symposium","venue_tages":["PVIS"],"location":"Online","venue_dates":"Apr. 11-14","type":["Poster"],"pdf":"/assets/paper/19-Caption.pdf","highlight":0}"> 1917 <div class="publication-media"> 1918 <img src="/assets/project/24_spatial_constraint.gif" alt="Direct Manipulation of Static Visualizations preview" loading="lazy" /> 1919 </div> 1920 1921 <div class="publication-body"> 1922 <h3 id="DMvis">Direct Manipulation of Static Visualizations 1923 1924 </h3> 1925 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="https://zhangyu94.github.io/" target="_blank">Yu Zhang</a>, <a href="http://vis.pku.edu.cn/people/congwu/" target="_blank">Cong Wu</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 1926 1927 <div class="venue"> 1928 1929 In <i>Poster Proceedings of IEEE Pacific Visualization Symposium.</i> 1930 1931 1932 Online,
1933 Apr. 11-14, 1934 1935 Poster, 2022. 1936 </div> 1937 1938 1939 1940 <div class="publication-topics" aria-label="Research topics"> 1941 1942 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 1943 1944 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 1945 1946 </div> 1947 1948 1949 1950 1951 1952 1953 1954 <div class="extra-links"> 1955 1956 1957 <a href="/assets/paper/19-Caption.pdf" target="_blank"> 1958 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 1959 </a> 1960 1961 1962 1963 1964 1965 1966 1967 1968 1969 1970 1971 1972 1973 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-DMvis" onclick="toggleBibtex('DMvis', this)"> 1974 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 1975 </button> 1976 </div> 1977 1978 1979 <div id="bib-DMvis" class="bibtex-container" hidden=""> 1980 <div class="bibtex-toolbar"> 1981 <span class="bibtex-label">BibTeX</span> 1982 <button type="button" class="bibtex-copy" onclick="copyBibtex('DMvis', this)"> 1983 <i class="far fa-copy" aria-hidden="true"></i> Copy 1984 </button> 1985 </div> 1986 <pre><code id="bib-code-DMvis">@inproceedings{ DMvis, 1987 title = { Direct Manipulation of Static Visualizations }, 1988 author = { Can Liu and Yu Zhang and Cong Wu and Xiaoru Yuan }, 1989 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 1990 year = { 2022 } 1991}</code></pre> 1992 </div> 1993 </div> 1994</div> 1995 1996 1997 </div> 1998 </section> 1999 2000 <section class="publication-year-section"> 2001 <h3 class="pub-year year" id="y2021">2021</h3> 2002 <div class="year-group"> 2003 2004 2005 2006 2007 2008<div class="publication" data-pub="{"id":"advisor","title":"ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data","topics":["AI4Vis","Human-AI","Visual Analytics"],"authors":["Can Liu","Yun Han","Ruike Jiang","Xiaoru Yuan"],"year":"2021","venue":"IEEE Pacific Visualization Symposium","highlight":4,"doi":"10.1109/PacificVis52677.2021.00010","pages":["6-15"],"location":"Tianjin, China","venue_tags":["PVIS"],"venue_label":["EIæ£ç´¢","CCF Cç±»ä¼è®®"],"type":["Conference"],"pdf":"http://vis.pku.edu.cn/research/publication/pacificvis2021_advisor.pdf","venue_dates":["Apr. 19-22"]}"> 2009 <div class="publication-media"> 2010 <img src="/assets/project/none.png" alt="ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data preview" loading="lazy" /> 2011 </div> 2012 2013 <div class="publication-body"> 2014 <h3 id="advisor">ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data 2015 2016 </h3> 2017 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/yunhan" target="_blank">Yun Han</a>, <a href="http://vis.pku.edu.cn/people/ruikejiang/" target="_blank">Ruike Jiang</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2018 2019 <div class="venue"> 2020 2021 In <i>Proceedings of IEEE Pacific Visualization Symposium.</i> 2022 2023 pages 6-15, 2024 Tianjin, China, 2025 Apr. 19-22, 2026 2027 2021. 2028 </div> 2029 2030 2031 2032 <div class="publication-topics" aria-label="Research topics"> 2033 2034 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2035 2036 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 2037 2038 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 2039 2040 </div> 2041 2042 2043 2044 2045 2046 2047 2048 <div class="extra-links"> 2049 2050 <a target="_blank" href="https://doi.org/10.1109/PacificVis52677.2021.00010"> 2051 <i class="fas fa-book" aria-hidden="true"></i> DOI 2052 </a> 2053 2054 2055 <a href="http://vis.pku.edu.cn/research/publication/pacificvis2021_advisor.pdf" target="_blank"> 2056 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2057 </a> 2058 2059 2060 2061 2062 2063 2064 2065 2066 2067 2068 2069 2070 2071 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-advisor" onclick="toggleBibtex('advisor', this)"> 2072 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2073 </button> 2074 </div> 2075 2076 2077 <div id="bib-advisor" class="bibtex-container" hidden=""> 2078 <div class="bibtex-toolbar">
2079 <span class="bibtex-label">BibTeX</span> 2080 <button type="button" class="bibtex-copy" onclick="copyBibtex('advisor', this)"> 2081 <i class="far fa-copy" aria-hidden="true"></i> Copy 2082 </button> 2083 </div> 2084 <pre><code id="bib-code-advisor">@inproceedings{ advisor, 2085 title = { ADVISor: Automatic Visualization Answer for Natural-Language Question on Tabular Data }, 2086 author = { Can Liu and Yun Han and Ruike Jiang and Xiaoru Yuan }, 2087 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 2088 year = { 2021 }, 2089 doi = { 10.1109/PacificVis52677.2021.00010 }, 2090 pages = { 6-15 } 2091}</code></pre> 2092 </div> 2093 </div> 2094</div> 2095 2096 2097 </div> 2098 </section> 2099 2100 <section class="publication-year-section"> 2101 <h3 class="pub-year year" id="y2020">2020</h3> 2102 <div class="year-group"> 2103 2104 2105 2106 2107 2108<div class="publication" data-pub="{"id":"smartcube","title":"SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets","topics":["SciVis","Visual Analytics"],"image":"20-smartcube.png","authors":["Can Liu","Cong Wu","Hanning Shao","Xiaoru Yuan"],"year":"2020","venue":"IEEE Transactions on Visualization and Computer Graphics","venue_tags":["TVCG","VIS"],"venue_label":["SCI ä¸åº","CCF Aç±»æå"],"doi":"10.1109/TVCG.2019.2934434","volume":26,"number":1,"pages":"790-799","type":["Journal"],"pdf":"http://vis.pku.edu.cn/research/publication/vis19_smartcube.pdf","highlight":3}"> 2109 <div class="publication-media"> 2110 <img src="/assets/project/20-smartcube.png" alt="SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets preview" loading="lazy" /> 2111 </div> 2112 2113 <div class="publication-body"> 2114 <h3 id="smartcube">SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets 2115 2116 </h3> 2117 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/congwu/" target="_blank">Cong Wu</a>, <a href="http://vis.pku.edu.cn/people/hanningshao/" target="_blank">Hanning Shao</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2118 2119 <div class="venue"> 2120 2121 <i>IEEE Transactions on Visualization and Computer Graphics.</i> 2122 2123 26(1):790-799, 2124 2020. 2125 </div> 2126 2127 2128 2129 <div class="publication-topics" aria-label="Research topics"> 2130 2131 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 2132 2133 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 2134 2135 </div> 2136 2137 2138 2139 2140 2141 2142 2143 <div class="extra-links"> 2144 2145 <a target="_blank" href="https://doi.org/10.1109/TVCG.2019.2934434"> 2146 <i class="fas fa-book" aria-hidden="true"></i> DOI 2147 </a> 2148 2149 2150 <a href="http://vis.pku.edu.cn/research/publication/vis19_smartcube.pdf" target="_blank"> 2151 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2152 </a> 2153 2154 2155 2156 2157 2158 2159 2160 2161 2162 2163 2164 2165 2166 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-smartcube" onclick="toggleBibtex('smartcube', this)"> 2167 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2168 </button> 2169 </div> 2170 2171 2172 <div id="bib-smartcube" class="bibtex-container" hidden=""> 2173 <div class="bibtex-toolbar"> 2174 <span class="bibtex-label">BibTeX</span> 2175 <button type="button" class="bibtex-copy" onclick="copyBibtex('smartcube', this)"> 2176 <i class="far fa-copy" aria-hidden="true"></i> Copy 2177 </button> 2178 </div> 2179 <pre><code id="bib-code-smartcube">@article{ smartcube, 2180 title = { SmartCube: An Adaptive Data Management Architecture for the Real-Time Visualization of Spatiotemporal Datasets }, 2181 author = { Can Liu and Cong Wu and Hanning Shao and Xiaoru Yuan }, 2182 journal = { IEEE Transactions on Visualization and Computer Graphics }, 2183 year = { 2020 }, 2184 doi = { 10.1109/TVCG.2019.2934434 }, 2185 pages = { 790-799 }, 2186 volume = { 26 }, 2187 number = { 1 } 2188}</code></pre> 2189 </div> 2190 </div> 2191</div> 2192 2193 2194 2195 2196 2197 2198<div class="publication" data-pub="{"id":"eventbased","title":"Event-Based Exploration and Comparison on Time-Varying Ensembles","topics":["SciVis","Visual Analytics"],"image":"18-asteroid.gif","authors":["Can Liu","Yanda Li","Changhe Yang","Xiaoru Yuan"],"year":"2020","doi":"10.1007/s12650-019-00608-y","venue":"
2198Journal of Visualization (ChinaVisâ19)","awards":["Honorable Mention for Best Paper Award"],"venue_tags":["JOV","ChinaVis"],"volume":23,"number":1,"pages":"111-123","venue_label":["SCI Q2"],"type":["Journal","Conference"],"pdf":"http://vis.pku.edu.cn/research/publication/jov2020_event.pdf","highlight":0}"> 2199 <div class="publication-media"> 2200 <img src="/assets/project/18-asteroid.gif" alt="Event-Based Exploration and Comparison on Time-Varying Ensembles preview" loading="lazy" /> 2201 </div> 2202 2203 <div class="publication-body"> 2204 <h3 id="eventbased">Event-Based Exploration and Comparison on Time-Varying Ensembles 2205 2206 <span class="award-badge award-honor"> 2207 <i class="fas fa-award"></i> Honorable Mention for Best Paper Award 2208 </span> 2209 2210 </h3> 2211 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/yandali/" target="_blank">Yanda Li</a>, <a href="http://vis.pku.edu.cn/people/changheyang/" target="_blank">Changhe Yang</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2212 2213 <div class="venue"> 2214 2215 <i>Journal of Visualization (ChinaVisâ19).</i> 2216 2217 23(1):111-123, 2218 2020. 2219 </div> 2220 2221 2222 2223 <div class="publication-topics" aria-label="Research topics"> 2224 2225 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 2226 2227 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 2228 2229 </div> 2230 2231 2232 2233 2234 2235 2236 2237 <div class="extra-links"> 2238 2239 <a target="_blank" href="https://doi.org/10.1007/s12650-019-00608-y"> 2240 <i class="fas fa-book" aria-hidden="true"></i> DOI 2241 </a> 2242 2243 2244 <a href="http://vis.pku.edu.cn/research/publication/jov2020_event.pdf" target="_blank"> 2245 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2246 </a> 2247 2248 2249 2250 2251 2252 2253 2254 2255 2256 2257 2258 2259 2260 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-eventbased" onclick="toggleBibtex('eventbased', this)"> 2261 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2262 </button> 2263 </div> 2264 2265 2266 <div id="bib-eventbased" class="bibtex-container" hidden=""> 2267 <div class="bibtex-toolbar"> 2268 <span class="bibtex-label">BibTeX</span> 2269 <button type="button" class="bibtex-copy" onclick="copyBibtex('eventbased', this)"> 2270 <i class="far fa-copy" aria-hidden="true"></i> Copy 2271 </button> 2272 </div> 2273 <pre><code id="bib-code-eventbased">@article{ eventbased, 2274 title = { Event-Based Exploration and Comparison on Time-Varying Ensembles }, 2275 author = { Can Liu and Yanda Li and Changhe Yang and Xiaoru Yuan }, 2276 journal = { Journal of Visualization (ChinaVisâ19) }, 2277 year = { 2020 }, 2278 doi = { 10.1007/s12650-019-00608-y }, 2279 pages = { 111-123 }, 2280 volume = { 23 }, 2281 number = { 1 } 2282}</code></pre> 2283 </div> 2284 </div> 2285</div> 2286 2287 2288 2289 2290 2291 2292<div class="publication" data-pub="{"id":"autocaption","title":"AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically","topics":["AI4Vis","Accessibility","Expressivity"],"image":"19-AutoCap.gif","authors":["Can Liu","Liwenhan Xie","Yun Han","Datong Wei","Xiaoru Yuan"],"year":"2020","venue":"IEEE Pacific Visualization Symposium","venue_tags":["PVIS"],"pages":"191-195","location":"Tianjin, China","venue_dates":"June 3-5","type":["Conference","Notes"],"notes":"Notes","venue_label":["EIæ£ç´¢","CCF Cç±»ä¼è®®"],"highlight":0,"doi":"10.1109/PacificVis48177.2020.1043","pdf":"http://vis.pku.edu.cn/research/publication/pvis_notes_2020_autocaption.pdf"}"> 2293 <div class="publication-media"> 2294 <img src="/assets/project/19-AutoCap.gif" alt="AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically preview" loading="lazy" /> 2295 </div> 2296 2297 <div class="publication-body"> 2298 <h3 id="autocaption">AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically 2299 2300 </h3> 2301 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="https://shellywhen.github.io" target="_blank">
2301Liwenhan Xie</a>, <a href="http://vis.pku.edu.cn/people/yunhan" target="_blank">Yun Han</a>, <a href="http://vis.pku.edu.cn/people/datongwei/" target="_blank">Datong Wei</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2302 2303 <div class="venue"> 2304 2305 In <i>Proceedings of IEEE Pacific Visualization Symposium.</i> 2306 2307 pages 191-195, 2308 Tianjin, China, 2309 June 3-5, 2310 2311 2020. 2312 </div> 2313 2314 2315 2316 <div class="publication-topics" aria-label="Research topics"> 2317 2318 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2319 2320 <button type="button" class="publication-topic-chip" data-publication-topic="Accessibility">Accessibility</button> 2321 2322 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 2323 2324 </div> 2325 2326 2327 2328 2329 2330 2331 2332 <div class="extra-links"> 2333 2334 <a target="_blank" href="https://doi.org/10.1109/PacificVis48177.2020.1043"> 2335 <i class="fas fa-book" aria-hidden="true"></i> DOI 2336 </a> 2337 2338 2339 <a href="http://vis.pku.edu.cn/research/publication/pvis_notes_2020_autocaption.pdf" target="_blank"> 2340 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2341 </a> 2342 2343 2344 2345 2346 2347 2348 2349 2350 2351 2352 2353 2354 2355 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-autocaption" onclick="toggleBibtex('autocaption', this)"> 2356 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2357 </button> 2358 </div> 2359 2360 2361 <div id="bib-autocaption" class="bibtex-container" hidden=""> 2362 <div class="bibtex-toolbar"> 2363 <span class="bibtex-label">BibTeX</span> 2364 <button type="button" class="bibtex-copy" onclick="copyBibtex('autocaption', this)"> 2365 <i class="far fa-copy" aria-hidden="true"></i> Copy 2366 </button> 2367 </div> 2368 <pre><code id="bib-code-autocaption">@inproceedings{ autocaption, 2369 title = { AutoCaption: An Approach to Generate Natural Language Description from Visualization Automatically }, 2370 author = { Can Liu and Liwenhan Xie and Yun Han and Datong Wei and Xiaoru Yuan }, 2371 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 2372 year = { 2020 }, 2373 doi = { 10.1109/PacificVis48177.2020.1043 }, 2374 pages = { 191-195 } 2375}</code></pre> 2376 </div> 2377 </div> 2378</div> 2379 2380 2381 2382 2383 2384 2385<div class="publication" data-pub="{"id":"autoannotation","title":"Automatic Annotation Synchronizing with Textual Description for Visualization","topics":["AI4Vis","Expressivity"],"authors":["Chufan Lai","Zhixian Lin","Ruike Jiang","Yun Han","Can Liu","Xiaoru Yuan"],"year":"2020","venue":"ACM Conference on Human Factors in Computing Systems (CHI 2020)","venue_tags":["CHI"],"venue_label":["CCF Aç±»ä¼è®®"],"venue_dates":["April 25-30"],"location":"Honolulu, Hawai'i, USA","type":["Conference"],"doi":"10.1145/3313831.3376443","pdf":"http://vis.pku.edu.cn/research/publication/chi20_annotation.pdf","highlight":2}"> 2386 <div class="publication-media"> 2387 <img src="/assets/project/none.png" alt="Automatic Annotation Synchronizing with Textual Description for Visualization preview" loading="lazy" /> 2388 </div> 2389 2390 <div class="publication-body"> 2391 <h3 id="autoannotation">Automatic Annotation Synchronizing with Textual Description for Visualization 2392 2393 </h3> 2394 <div class="authors"><a href="http://vis.pku.edu.cn/people/chufanlai/index.html" target="_blank">Chufan Lai</a>, <a href="http://vis.pku.edu.cn/people/zhixianlin/" target="_blank">Zhixian Lin</a>, <a href="http://vis.pku.edu.cn/people/ruikejiang/" target="_blank">Ruike Jiang</a>, <a href="http://vis.pku.edu.cn/people/yunhan" target="_blank">Yun Han</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2395 2396 <div class="venue"> 2397 2398 In <i>Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020).</i> 2399 2400 2401 Honolulu, Hawai'i, USA, 2402 April 25-30, 2403 2404 2020. 2405 </div> 2406 2407 2408 2409 <div class="publication-topics" aria-label="Research topics"> 2410 2411 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2412 2413 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 2414 2415 </div> 2416 2417 2418 2419 2420 2421 2422 2423 <div class="extra-links"> 2424 2425 <a target="_blank" href="https://doi.org/10.1145/3313831.3376443"> 2426 <i class="fas fa-book" aria-hidden="true"></i> DOI 2427 </a> 2428 2429 2430 <a href="http://vis.pku.edu.cn/research/publication/chi20_annotation.pdf" target="_blank"> 2431 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2432 </a> 2433 2434 2435 2436 2437 2438 2439 2440 2441 2442 2443 2444 2445 2446 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-autoannotation" onclick="toggleBibtex('autoannotation', this)"> 2447 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2448 </button> 2449 </div> 2450 2451 2452 <div id="bib-autoannotation" class="bibtex-container" hidden=""> 2453 <div class="bibtex-toolbar">
2454 <span class="bibtex-label">BibTeX</span> 2455 <button type="button" class="bibtex-copy" onclick="copyBibtex('autoannotation', this)"> 2456 <i class="far fa-copy" aria-hidden="true"></i> Copy 2457 </button> 2458 </div> 2459 <pre><code id="bib-code-autoannotation">@inproceedings{ autoannotation, 2460 title = { Automatic Annotation Synchronizing with Textual Description for Visualization }, 2461 author = { Chufan Lai and Zhixian Lin and Ruike Jiang and Yun Han and Can Liu and Xiaoru Yuan }, 2462 booktitle = { Proceedings of ACM Conference on Human Factors in Computing Systems (CHI 2020) }, 2463 year = { 2020 }, 2464 doi = { 10.1145/3313831.3376443 } 2465}</code></pre> 2466 </div> 2467 </div> 2468</div> 2469 2470 2471 2472 2473 2474 2475<div class="publication" data-pub="{"id":"dl4vis","title":"Visualization Driven by Deep Learning","topics":["AI4Vis","Visual Analytics"],"zh_title":"深度å¦ä¹ 驱å¨çå¯è§å","authors":["Can Liu","Chufan Lai","Ruike Jiang","Yanda Li","Changhe Yang","Zhixian Lin","Datong Wei","Xiaoru Yuan"],"zh_authors":["åç¿","èµæ¥å¡","èçç","æå½¦è¾¾","æ¨æå","æå¿è´¤","é大å","è¢æå¦"],"year":"2020","venue":"Journal of Computer-Aided Design & Computer Graphics (ChinaVis '20) (In Chinese)","zh_venue":"è®¡ç®æºè¾ å©è®¾è®¡ä¸å¾å½¢å¦å¦æ¥","venue_tags":["JCAD","ChinaVis"],"type":["Journal","Conference"],"volume":32,"number":10,"venue_label":["EIæ£ç´¢","CCF ä¸æé¡¶çº§æå"],"zh_venue_label":["ä¸ææ ¸å¿"],"awards":["Best Paper Award"],"pages":"1537-1548","highlight":0,"pdf":"http://vis.pku.edu.cn/research/publication/chinavis20_dl4vis.pdf","doi":"10.3724/SP.J.1089.2020.18492"}"> 2476 <div class="publication-media"> 2477 <img src="/assets/project/none.png" alt="Visualization Driven by Deep Learning preview" loading="lazy" /> 2478 </div> 2479 2480 <div class="publication-body"> 2481 <h3 id="dl4vis">Visualization Driven by Deep Learning 2482 2483 <span class="award-badge award-best"> 2484 <i class="fas fa-trophy"></i> Best Paper Award 2485 </span> 2486 2487 </h3> 2488 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/chufanlai/index.html" target="_blank">Chufan Lai</a>, <a href="http://vis.pku.edu.cn/people/ruikejiang/" target="_blank">Ruike Jiang</a>, <a href="http://vis.pku.edu.cn/people/yandali/" target="_blank">Yanda Li</a>, <a href="http://vis.pku.edu.cn/people/changheyang/" target="_blank">Changhe Yang</a>, <a href="http://vis.pku.edu.cn/people/zhixianlin/" target="_blank">Zhixian Lin</a>, <a href="http://vis.pku.edu.cn/people/datongwei/" target="_blank">Datong Wei</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2489 2490 <div class="venue"> 2491 2492 <i>Journal of Computer-Aided Design & Computer Graphics (ChinaVis '20) (In Chinese).</i> 2493 2494 32(10):1537-1548, 2495 2020. 2496 </div> 2497 2498 2499 2500 <div class="publication-topics" aria-label="Research topics"> 2501 2502 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2503 2504 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 2505 2506 </div> 2507 2508 2509 2510 2511 2512 2513 2514 <div class="extra-links"> 2515 2516 <a target="_blank" href="https://doi.org/10.3724/SP.J.1089.2020.18492"> 2517 <i class="fas fa-book" aria-hidden="true"></i> DOI 2518 </a> 2519 2520 2521 <a href="http://vis.pku.edu.cn/research/publication/chinavis20_dl4vis.pdf" target="_blank"> 2522 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2523 </a> 2524 2525 2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-dl4vis" onclick="toggleBibtex('dl4vis', this)"> 2538 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2539 </button> 2540 </div> 2541 2542 2543 <div id="bib-dl4vis" class="bibtex-container" hidden=""> 2544 <div class="bibtex-toolbar">
2545 <span class="bibtex-label">BibTeX</span> 2546 <button type="button" class="bibtex-copy" onclick="copyBibtex('dl4vis', this)"> 2547 <i class="far fa-copy" aria-hidden="true"></i> Copy 2548 </button> 2549 </div> 2550 <pre><code id="bib-code-dl4vis">@article{ dl4vis, 2551 title = { Visualization Driven by Deep Learning }, 2552 author = { Can Liu and Chufan Lai and Ruike Jiang and Yanda Li and Changhe Yang and Zhixian Lin and Datong Wei and Xiaoru Yuan }, 2553 journal = { Journal of Computer-Aided Design & Computer Graphics (ChinaVis '20) (In Chinese) }, 2554 year = { 2020 }, 2555 doi = { 10.3724/SP.J.1089.2020.18492 }, 2556 pages = { 1537-1548 }, 2557 volume = { 32 }, 2558 number = { 10 } 2559}</code></pre> 2560 </div> 2561 </div> 2562</div> 2563 2564 2565 </div> 2566 </section> 2567 2568 <section class="publication-year-section"> 2569 <h3 class="pub-year year" id="y2019">2019</h3> 2570 <div class="year-group"> 2571 2572 2573 2574 2575 2576<div class="publication" data-pub="{"id":"dnnvolvis","title":"DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network","topics":["SciVis","AI4Vis","Visual Analytics"],"image":"19_dnnvolvis.gif","authors":["Fan Hong","Can Liu","Xiaoru Yuan"],"year":"2019","venue":"IEEE Pacific Visualization Symposium","venue_tages":["VASTChallenge"],"venue_label":["EIæ£ç´¢","CCF Cç±»ä¼è®®"],"pages":["282-291"],"location":"Bangkok, Thailand","venue_tags":["PVIS"],"doi":"10.1109/PacificVis.2019.00041","type":["Conference"],"pdf":"http://vis.pku.edu.cn/research/publication/pvis19_dnnvolvis.pdf","highlight":0,"venue_dates":["Apr. 23-26"]}"> 2577 <div class="publication-media"> 2578 <img src="/assets/project/19_dnnvolvis.gif" alt="DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network preview" loading="lazy" /> 2579 </div> 2580 2581 <div class="publication-body"> 2582 <h3 id="dnnvolvis">DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network 2583 2584 </h3> 2585 <div class="authors"><a href="http://vis.pku.edu.cn/people/fanhong/" target="_blank">Fan Hong</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2586 2587 <div class="venue"> 2588 2589 In <i>Proceedings of IEEE Pacific Visualization Symposium.</i> 2590 2591 pages 282-291, 2592 Bangkok, Thailand, 2593 Apr. 23-26, 2594 2595 2019. 2596 </div> 2597 2598 2599 2600 <div class="publication-topics" aria-label="Research topics"> 2601 2602 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 2603 2604 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2605 2606 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 2607 2608 </div> 2609 2610 2611 2612 2613 2614 2615 2616 <div class="extra-links"> 2617 2618 <a target="_blank" href="https://doi.org/10.1109/PacificVis.2019.00041"> 2619 <i class="fas fa-book" aria-hidden="true"></i> DOI 2620 </a> 2621 2622 2623 <a href="http://vis.pku.edu.cn/research/publication/pvis19_dnnvolvis.pdf" target="_blank"> 2624 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2625 </a> 2626 2627 2628 2629 2630 2631 2632 2633 2634 2635 2636 2637 2638 2639 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-dnnvolvis" onclick="toggleBibtex('dnnvolvis', this)"> 2640 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2641 </button> 2642 </div> 2643 2644 2645 <div id="bib-dnnvolvis" class="bibtex-container" hidden=""> 2646 <div class="bibtex-toolbar">
2647 <span class="bibtex-label">BibTeX</span> 2648 <button type="button" class="bibtex-copy" onclick="copyBibtex('dnnvolvis', this)"> 2649 <i class="far fa-copy" aria-hidden="true"></i> Copy 2650 </button> 2651 </div> 2652 <pre><code id="bib-code-dnnvolvis">@inproceedings{ dnnvolvis, 2653 title = { DNN-VolVis: Interactive Volume Visualization Supported by Deep Neural Network }, 2654 author = { Fan Hong and Can Liu and Xiaoru Yuan }, 2655 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 2656 year = { 2019 }, 2657 doi = { 10.1109/PacificVis.2019.00041 }, 2658 pages = { 282-291 } 2659}</code></pre> 2660 </div> 2661 </div> 2662</div> 2663 2664 2665 2666 2667 2668 2669<div class="publication" data-pub="{"id":"viewpoint","title":"Deep Learning-Based Viewpoint Recommendation in Volume Visualization","topics":["SciVis","AI4Vis"],"image":"19_bestview.png","authors":["Changhe Yang","Yanda Li","Can Liu","Xiaoru Yuan"],"year":"2019","venue":"Journal of Visualization","doi":"10.1007/s12650-019-00583-4","venue_tags":["JOV","ChinaVis"],"type":["Journal","Conference"],"pages":"991-1003","venue_label":["SCI Q2"],"volume":22,"number":5,"pdf":"http://vis.pku.edu.cn/research/publication/JOV_dlbv_Changhe.pdf","highlight":0}"> 2670 <div class="publication-media"> 2671 <img src="/assets/project/19_bestview.png" alt="Deep Learning-Based Vie
2671wpoint Recommendation in Volume Visualization preview" loading="lazy" /> 2672 </div> 2673 2674 <div class="publication-body"> 2675 <h3 id="viewpoint">Deep Learning-Based Viewpoint Recommendation in Volume Visualization 2676 2677 </h3> 2678 <div class="authors"><a href="http://vis.pku.edu.cn/people/changheyang/" target="_blank">Changhe Yang</a>, <a href="http://vis.pku.edu.cn/people/yandali/" target="_blank">Yanda Li</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2679 2680 <div class="venue"> 2681 2682 <i>Journal of Visualization.</i> 2683 2684 22(5):991-1003, 2685 2019. 2686 </div> 2687 2688 2689 2690 <div class="publication-topics" aria-label="Research topics"> 2691 2692 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 2693 2694 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2695 2696 </div> 2697 2698 2699 2700 2701 2702 2703 2704 <div class="extra-links"> 2705 2706 <a target="_blank" href="https://doi.org/10.1007/s12650-019-00583-4"> 2707 <i class="fas fa-book" aria-hidden="true"></i> DOI 2708 </a> 2709 2710 2711 <a href="http://vis.pku.edu.cn/research/publication/JOV_dlbv_Changhe.pdf" target="_blank"> 2712 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2713 </a> 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723 2724 2725 2726 2727 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-viewpoint" onclick="toggleBibtex('viewpoint', this)"> 2728 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2729 </button> 2730 </div> 2731 2732 2733 <div id="bib-viewpoint" class="bibtex-container" hidden=""> 2734 <div class="bibtex-toolbar"> 2735 <span class="bibtex-label">BibTeX</span> 2736 <button type="button" class="bibtex-copy" onclick="copyBibtex('viewpoint', this)"> 2737 <i class="far fa-copy" aria-hidden="true"></i> Copy 2738 </button> 2739 </div> 2740 <pre><code id="bib-code-viewpoint">@article{ viewpoint,
2741 title = { Deep Learning-Based Viewpoint Recommendation in Volume Visualization }, 2742 author = { Changhe Yang and Yanda Li and Can Liu and Xiaoru Yuan }, 2743 journal = { Journal of Visualization }, 2744 year = { 2019 }, 2745 doi = { 10.1007/s12650-019-00583-4 }, 2746 pages = { 991-1003 }, 2747 volume = { 22 }, 2748 number = { 5 } 2749}</code></pre> 2750 </div> 2751 </div> 2752</div> 2753 2754 2755 2756 2757 2758 2759<div class="publication" data-pub="{"id":"AutoCap","title":"Automatic Caption Genertion for SVG Charts","topics":["AI4Vis","Accessibility","Expressivity"],"image":"19-AutoCap.gif","authors":["Can Liu","Liwenhan Xie","Yun Han","Xiaoru Yuan"],"year":"2019","venue":"IEEE Pacific Visualization Symposium","awards":["Honorable Mention for Best Poster Award"],"venue_tages":["PVIS"],"location":"Bangkok, Thailand","venue_dates":"Apr. 23-26","type":["Poster"],"pdf":"/assets/paper/19-Caption.pdf","highlight":0}"> 2760 <div class="publication-media"> 2761 <img src="/assets/project/19-AutoCap.gif" alt="Automatic Caption Genertion for SVG Charts preview" loading="lazy" /> 2762 </div> 2763 2764 <div class="publication-body"> 2765 <h3 id="AutoCap">Automatic Caption Genertion for SVG Charts 2766 2767 <span class="award-badge award-honor"> 2768 <i class="fas fa-award"></i> Honorable Mention for Best Poster Award 2769 </span> 2770 2771 </h3> 2772 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="https://shellywhen.github.io" target="_blank">Liwenhan Xie</a>, <a href="http://vis.pku.edu.cn/people/yunhan" target="_blank">Yun Han</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2773 2774 <div class="venue"> 2775 2776 In <i>Poster Proceedings of IEEE Pacific Visualization Symposium.</i> 2777 2778 2779 Bangkok, Thailand, 2780 Apr. 23-26, 2781 2782 Poster, 2019. 2783 </div> 2784 2785 2786 2787 <div class="publication-topics" aria-label="Research topics"> 2788 2789 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2790 2791 <button type="button" class="publication-topic-chip" data-publication-topic="Accessibility">Accessibility</button> 2792 2793 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 2794 2795 </div> 2796 2797 2798 2799 2800 2801 2802 2803 <div class="extra-links"> 2804 2805 2806 <a href="/assets/paper/19-Caption.pdf" target="_blank"> 2807 <i class="far fa-file-pdf" aria-hidden="true"></i> PDF 2808 </a> 2809 2810 2811 2812 2813 2814 2815 2816 2817 2818 2819 2820 2821 2822 <button type="button" class="bibtex-toggle" aria-expanded="false" aria-controls="bib-AutoCap" onclick="toggleBibtex('AutoCap', this)"> 2823 <i class="fas fa-quote-right" aria-hidden="true"></i> BibTeX 2824 </button> 2825 </div> 2826 2827 2828 <div id="bib-AutoCap" class="bibtex-container" hidden=""> 2829 <div class="bibtex-toolbar"> 2830 <span class="bibtex-label">BibTeX</span> 2831 <button type="button" class="bibtex-copy" onclick="copyBibtex('AutoCap', this)"> 2832 <i class="far fa-copy" aria-hidden="true"></i> Copy 2833 </button> 2834 </div> 2835 <pre><code id="bib-code-AutoCap">@inproceedings{ AutoCap, 2836 title = { Automatic Caption Genertion for SVG Charts }, 2837 author = { Can Liu and Liwenhan Xie and Yun Han and Xiaoru Yuan }, 2838 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 2839 year = { 2019 } 2840}</code></pre> 2841 </div> 2842 </div> 2843</div> 2844 2845 2846 2847 2848 2849 2850<div class="publication" data-pub="{"id":"AutoAno","title":"Automatic Annotation of Visualizations","topics":["AI4Vis","Expressivity"],"authors":["Chufan Lai","Zhixian Lin","Can Liu","Yun Han","Ruike Jiang","Xiaoru Yuan"],"year":"2019","venue":"IEEE VIS","awards":["Honorable Mention for Best Poster Award"],"venue_tages":["VIS"],"venue_location":"Vancouver, Canada","venue_dates":"Oct. 20-25","type":["Poster"],"highlight":0}">
2851 <div class="publication-media"> 2852 <img src="/assets/project/none.png" alt="Automatic Annotation of Visualizations preview" loading="lazy" /> 2853 </div> 2854 2855 <div class="publication-body"> 2856 <h3 id="AutoAno">Automatic Annotation of Visualizations 2857 2858 <span class="award-badge award-honor"> 2859 <i class="fas fa-award"></i> Honorable Mention for Best Poster Award 2860 </span> 2861 2862 </h3> 2863 <div class="authors"><a href="http://vis.pku.edu.cn/people/chufanlai/index.html" target="_blank">Chufan Lai</a>, <a href="http://vis.pku.edu.cn/people/zhixianlin/" target="_blank">Zhixian Lin</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/yunhan" target="_blank">Yun Han</a>, <a href="http://vis.pku.edu.cn/people/ruikejiang/" target="_blank">Ruike Jiang</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2864 2865 <div class="venue"> 2866 2867 In <i>Poster Proceedings of IEEE VIS.</i> 2868 Vancouver, Canada, 2869 2870 2871 Oct. 20-25, 2872 2873 Poster, 2019. 2874 </div> 2875 2876 2877 2878 <div class="publication-topics" aria-label="Research topics"> 2879 2880 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2881 2882 <button type="button" class="publication-topic-chip" data-publication-topic="Expressivity">Expressivity</button> 2883 2884 </div> 2885 2886 2887 2888 2889 2890 2891 2892 2893 <div id="bib-AutoAno" class="bibtex-container" hidden=""> 2894 <div class="bibtex-toolbar"> 2895 <span class="bibtex-label">BibTeX</span> 2896 <button type="button" class="bibtex-copy" onclick="copyBibtex('AutoAno', this)"> 2897 <i class="far fa-copy" aria-hidden="true"></i> Copy 2898 </button> 2899 </div> 2900 <pre><code id="bib-code-AutoAno">@inproceedings{ AutoAno, 2901 title = { Automatic Annotation of Visualizations }, 2902 author = { Chufan Lai and Zhixian Lin and Can Liu and Yun Han and Ruike Jiang and Xiaoru Yuan }, 2903 booktitle = { Proceedings of IEEE VIS }, 2904 year = { 2019 } 2905}</code></pre> 2906 </div> 2907 </div> 2908</div> 2909 2910 2911 2912 2913 2914 2915<div class="publication" data-pub="{"id":"AutoAns","title":"Automatic Answer and Visualization Generation for Tabular Data","topics":["AI4Vis","Human-AI","Visual Analytics"],"authors":["Yun Han","Wentao Zhang","Sihang Li","Can Liu","Xiaoru Yuan"],"year":"2019","venue":"IEEE Pacific Visualization Symposium","awards":["Best Poster Award"],"venue_tages":["PVIS"],"venue_location":"Bangkok, Thailand","venue_dates":"Apr. 23-26","type":["Poster"],"highlight":0}"> 2916 <div class="publication-media"> 2917 <img src="/assets/project/none.png" alt="Automatic Answer and Visualization Generation for Tabular Data preview" loading="lazy" /> 2918 </div> 2919 2920 <div class="publication-body"> 2921 <h3 id="AutoAns">Automatic Answer and Visualization Generation for Tabular Data 2922 2923 <span class="award-badge award-honor"> 2924 <i class="fas fa-award"></i> Best Poster Award 2925 </span> 2926 2927 </h3> 2928 <div class="authors"><a href="http://vis.pku.edu.cn/people/yunhan" target="_blank">Yun Han</a>, Wentao Zhang, <a href="http://vis.pku.edu.cn/people/sihangli" target="_blank">Sihang Li</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2929 2930 <div class="venue"> 2931 2932 In <i>Poster Proceedings of IEEE Pacific Visualization Symposium.</i> 2933 Bangkok, Thailand, 2934 2935 2936 Apr. 23-26, 2937 2938 Poster, 2019. 2939 </div> 2940 2941 2942 2943 <div class="publication-topics" aria-label="Research topics"> 2944 2945 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 2946 2947 <button type="button" class="publication-topic-chip" data-publication-topic="Human-AI">Human-AI</button> 2948 2949 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 2950 2951 </div> 2952 2953 2954 2955 2956 2957 2958 2959 2960 <div id="bib-AutoAns" class="bibtex-container" hidden=""> 2961 <div class="bibtex-toolbar">
2962 <span class="bibtex-label">BibTeX</span> 2963 <button type="button" class="bibtex-copy" onclick="copyBibtex('AutoAns', this)"> 2964 <i class="far fa-copy" aria-hidden="true"></i> Copy 2965 </button> 2966 </div> 2967 <pre><code id="bib-code-AutoAns">@inproceedings{ AutoAns, 2968 title = { Automatic Answer and Visualization Generation for Tabular Data }, 2969 author = { Yun Han and Wentao Zhang and Sihang Li and Can Liu and Xiaoru Yuan }, 2970 booktitle = { Proceedings of IEEE Pacific Visualization Symposium }, 2971 year = { 2019 } 2972}</code></pre> 2973 </div> 2974 </div> 2975</div> 2976 2977 2978 </div> 2979 </section> 2980 2981 <section class="publication-year-section"> 2982 <h3 class="pub-year year" id="y2018">2018</h3> 2983 <div class="year-group"> 2984 2985 2986 2987 2988 2989<div class="publication" data-pub="{"id":"Asteroid","title":"Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts","topics":["SciVis","Visual Analytics"],"image":"18-asteroid.gif","authors":["Can Liu","Yanda Li","Changhe Yang","Xiaoru Yuan"],"year":"2018","venue":"IEEE SciVis (Best Visualization of Water in Atmosphere, SciVis Contest)","venue_tages":["VIS"],"venue_location":"Berlin, German","type":["Poster"],"venue_label":["EIæ£ç´¢"],"highlight":0,"venue_dates":"Oct. 21-26"}"> 2990 <div class="publication-media"> 2991 <img src="/assets/project/18-asteroid.gif" alt="Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts preview" loading="lazy" /> 2992 </div> 2993 2994 <div class="publication-body"> 2995 <h3 id="Asteroid">Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts 2996 2997 </h3> 2998 <div class="authors"><a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/people/yandali/" target="_blank">Yanda Li</a>, <a href="http://vis.pku.edu.cn/people/changheyang/" target="_blank">Changhe Yang</a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 2999 3000 <div class="venue"> 3001 3002 In <i>Poster Proceedings of IEEE SciVis (Best Visualization of Water in Atmosphere, SciVis Contest).</i> 3003 Berlin, German, 3004 3005 3006 Oct. 21-26, 3007 3008 Poster, 2018. 3009 </div> 3010 3011 3012 3013 <div class="publication-topics" aria-label="Research topics"> 3014 3015 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 3016 3017 <button type="button" class="publication-topic-chip" data-publication-topic="Visual Analytics">Visual Analytics</button> 3018 3019 </div> 3020 3021 3022 3023 3024 3025 3026 3027 3028 <div id="bib-Asteroid" class="bibtex-container" hidden=""> 3029 <div class="bibtex-toolbar"> 3030 <span class="bibtex-label">BibTeX</span> 3031 <button type="button" class="bibtex-copy" onclick="copyBibtex('Asteroid', this)"> 3032 <i class="far fa-copy" aria-hidden="true"></i> Copy 3033 </button> 3034 </div> 3035 <pre><code id="bib-code-Asteroid">@inproceedings{ Asteroid, 3036 title = { Interactive Visual Exploration and Comparison on the Effect of Asteroid Impacts }, 3037 author = { Can Liu and Yanda Li and Changhe Yang and Xiaoru Yuan }, 3038 booktitle = { Proceedings of IEEE SciVis (Best Visualization of Water in Atmosphere, SciVis Contest) }, 3039 year = { 2018 } 3040}</code></pre> 3041 </div> 3042 </div> 3043</div> 3044 3045 3046 3047 3048 3049 3050<div class="publication" data-pub="{"id":"Goal-Oriented","title":"Goal-Oriented Volume Visualization through Deep Neural Networks","topics":["SciVis","AI4Vis"],"image":"19_dnnvolvis.gif","authors":["Fan Hong","Can Liu","Xiaoru Yuan"],"year":"2018","venue":"China Visualization and Visual Analytics Conference","venue_tages":["ChinaVis"],"venue_location":"Shanghai, China","type":["Poster"],"highlight":0,"venue_dates":"June. 25-28"}"> 3051 <div class="publication-media"> 3052 <img src="/assets/project/19_dnnvolvis.gif" alt="Goal-Oriented Volume Visualization through Deep Neural Networks preview" loading="lazy" /> 3053 </div> 3054 3055 <div class="publication-body"> 3056 <h3 id="Goal-Oriented">Goal-Oriented Volume Visualization through Deep Neural Networks 3057 3058 </h3> 3059 <div class="authors"><a href="http://vis.pku.edu.cn/people/fanhong/" target="_blank">Fan Hong</a>, <a href="https://vvoliucano.github.io/" target="_blank"><strong class="author_me">Can Liu</strong></a>, <a href="http://vis.pku.edu.cn/xiaoruyuan.html" target="_blank">Xiaoru Yuan</a></div> 3060 3061 <div class="venue"> 3062 3063 In <i>Poster Proceedings of China Visualization and Visual Analytics Conference.</i> 3064 Shanghai, China, 3065 3066 3067 June. 25-28, 3068 3069 Poster, 2018. 3070 </div> 3071 3072 3073 3074 <div class="publication-topics" aria-label="Research topics"> 3075 3076 <button type="button" class="publication-topic-chip" data-publication-topic="SciVis">SciVis</button> 3077 3078 <button type="button" class="publication-topic-chip" data-publication-topic="AI4Vis">AI4Vis</button> 3079 3080 </div> 3081 3082 3083 3084 3085 3086 3087 3088 3089 <div id="bib-Goal-Oriented" class="bibtex-container" hidden=""> 3090 <div class="bibtex-toolbar">
3091 <span class="bibtex-label">BibTeX</span> 3092 <button type="button" class="bibtex-copy" onclick="copyBibtex('Goal-Oriented', this)"> 3093 <i class="far fa-copy" aria-hidden="true"></i> Copy 3094 </button> 3095 </div> 3096 <pre><code id="bib-code-Goal-Oriented">@inproceedings{ Goal-Oriented, 3097 title = { Goal-Oriented Volume Visualization through Deep Neural Networks }, 3098 author = { Fan Hong and Can Liu and Xiaoru Yuan }, 3099 booktitle = { Proceedings of China Visualization and Visual Analytics Conference }, 3100 year = { 2018 } 3101}</code></pre> 3102 </div> 3103 </div> 3104</div> 3105 3106 3107 </div> 3108 </section> 3109 3110 </div> 3111 3112 <aside class="publication-author-sidebar" aria-label="Collaborators"> 3113 <h2>Collaborators</h2> 3114 <div class="publication-author-list" data-author-list="" data-author-links="{"Can Liu":{"url":"https://vvoliucano.github.io/","me":true},"åç¿":{"url":"https://vvoliucano.github.io/","me":true},"Xiaolin Wen":{"url":"https://wenxiaolin.com/"},"Changlin Li":{"url":"https://arxiv.org/search/cs?searchtype=author&query=Li,+C"},"Manusha Karunathilaka":{"url":"https://arxiv.org/search/cs?searchtype=author&
3114query=Karunathilaka,+M"},"Fangzhuo Jin":{"url":"https://arxiv.org/search/cs?searchtype=author&query=Jin,+F"},"Yong Wang":{"url":"https://yong-wang.org/"},"Zhibang Jiang":{"url":"https://zhibang.design/"},"Yu Zhang":{"url":"https://zhangyu94.github.io/"},"Liwenhan Xie":{"url":"https://shellywhen.github.io"},"Yuhan Guo":{"url":"http://vis.pku.edu.cn/people/yuhanguo"},"Xiaoru Yuan":{"url":"http://vis.pku.edu.cn/xiaoruyuan.html"},"Shuai Chen":{"url":"http://vis.pku.edu.cn/people/shuaichen"},"Sihang Li":{"url":"http://vis.pku.edu.cn/people/sihangli"},"Lijing Lin":{"url":"http://vis.pku.edu.cn/people/lijinglin"},"Yi Zhong":{"url":"http://vis.pku.edu.cn/people/yizhong"},"Datong Wei":{"url":"http://vis.pku.edu.cn/people/datongwei/"},"Yun Han":{"url":"http://vis.pku.edu.cn/people/yunhan"},"Hanning Shao":{"url":"http://vis.pku.edu.cn/people/hanningshao/"},"Ruike Jiang":{"url":"http://vis.pku.edu.cn/people/ruikejiang/"},"Cong Wu":{"url":"http://vis.pku.edu.cn/people/congwu/"},"Zhixian Lin":{"url":"http://vis.pku.edu.cn/people/zhixianlin/"},"Chufan Lai":{"url":"http://vis.pku.edu.cn/people/chufanlai/index.html"},"Yanda Li":{"url":"http://vis.pku.edu.cn/people/yandali/"},"Changhe Yang":{"url":"http://vis.pku.edu.cn/people/changheyang/"},"Fan Hong":{"url":"http://vis.pku.edu.cn/people/fanhong/"}}"></div> 3115 <p class="publication-author-status" data-author-status="" data-author-hint="Collaborators on publications currently in view."></p> 3116 </aside> 3117</div> 3118 3119</div> 3120
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Line numbers count LF bytes from the start of the resource, as the search results do. Vendor segments are library code the classifier recognised; they are stored but not indexed. Bytes are shown as Latin1 characters, one per byte.