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221 --> 222 223<div class="page-content"> 224 225 226<div class="wrapper"> 227<div id="bio" class="bio"> 228 229 <h1 class="md-heading text-left"> 230 <i class="fa fa-id-card" aria-hidden="true"></i> 231 <b data-i18n="Biography">Biography</b> 232 </h1> 233 <div class="bio-body" style="overflow:hidden;"> 234 <p data-i18n="Hello"> 235 Hello, my name is Daoze Zhang and I am currently pursuing a Master's degree in 236 <a href="https://www.zju.edu.cn/english/">Zhejiang University</a>, 237 fortunately advised by 238 <a href="http://yangy.org/">Prof. Yang Yang</a> in AINet Lab</a>. 239 My research interests include deep learning and data mining in the healthcare field and for time series analysis. 240 Additionally, I am actively exploring more cutting-edge technologies in the field of large language models and multimodal language models. 241 I have published several papers 242 <a href='https://scholar.google.com/citations?user=5beC28QAAAAJ' target='_blank'> 243 <img alt='Google Scholar Citations' src='https://img.shields.io/endpoint?url=https://raw.githubusercontent.com/DaozeZhang/DaozeZhang.github.io/google-scholar-stats/gs_data_shieldsio.json&logo=google-scholar&style=flat&labelColor=f0f0f0&color=8fb9ef'/> 244 </a> 245 at the top international AI conferences such as NeurIPS, ACL, CVPR and KDD. 246 If you are looking for any form of academic cooperation, please feel free to touch me. 247 Furthermore, I am also passionate about sharing. On RedNote, I write about my experiences and reflections on learning, research, and job hunting, hoping to share my experiences and insights freely and help more friends feel more confident about their own paths. 248 <!-- <b>Futhermore, I am currently seeking job opportunities in industry. Please do not hesitate to contact me if you have any leads.</b> Thank you! --> 249 <!-- <br><br> 250 <b>Now I'm actively looking for position... Please feel free to contact me if you have any leads. </b> --> 251 </p> 252 253 <div style="width: 50%; float:left"> 254 <h3> 255 <i class="fa fa-star" aria-hidden="true"></i> 256 <strong data-i18n="Research">Research Topics</strong> 257 </h3> 258 <b data-i18n="Multimodal">Large Language Models & Multimodality</b> 259 <br> 260 <b data-i18n="Recommendation">Search & Advertising for E-commerce</b> 261 <br> 262 <b data-i18n="Time">Time Series Analysis</b> 263 <br> 264 <b data-i18n="Machine">Machine Learning for Healthcare</b> 265 <!-- <ul> 266 <li>on physiological signal data</li> 267 <li>on general time series data</li> 268 </ul> --> 269 </div> 270 271 <div style="width: 50%; float:right"> 272 <h3> 273 <i class="fa fa-graduation-cap" aria-hidden="true"></i> 274 <strong data-i18n="Education">Education</strong> 275 </h3> 276 <b data-i18n="Zhejiang">Zhejiang University</b><br> 277 <ul> 278 <li data-i18n="Academic">Academic Master, AI Institute, College of CS, 26'</li> 279 <li data-i18n="Bachelor">Bachelor, Computer Science, College of CS, 23'</li> 280 </ul> 281 <b data-i18n="Xi">Xi'an Tieyi High School</b><br> 282 <ul> 283 <li data-i18n="Hua">Hua Luogeng Science Elite Class, 19' </li> 284 </ul> 285 </div> 286 287 </div> 288</div> 289 290 291 292<!-- <div id="news" class="bio"> 293 <h1 class="md-heading text-left"> 294 <i class="fa fa-tasks" aria-hidden="true"></i> 295 News 296 </h1> 297 <ul> 298 <li class="indented" data-date="[Oct, 2023]"> <a href="http://www.cs.zju.edu.cn/turingclass_en/2023/1023/c51325a2815951/page.htm">Awarded the highest honor at Zhejiang University, Chu Kochen Presidential Scholarship</a> (Top 12/~28,000)</li> 299 <li class="indented" data-date="[Oct, 2023]"> Awarded my 3rd National Scholarship by Ministry of Education (Top 0.2%)</li> 300 <li class="indented" data-date="[Aug, 2023]"> One paper submitted</li> 301 <li class="indented" data-date="[Jul, 2023]"> One patent accepted</li> 302 <li class="indented" data-date="[Dec, 2022]"> Awarded SenseTime Scholarship</a></li> 303 <li class="indented" data-date="[Oct, 2022]"> One work receives People's Choice Award in ACM MobileHCI</li> 304 <li class="indented" data-date="[Jun, 2021]"> One paper accepted to IEEE VIS and TVCG</li> 305 </ul> 306</div> --> 307 308 309 310<div class="wrapper"> 311 <div id="timeline" class="timeline-brief"> 312 <h1 class="md-heading text-left"> 313 <i class="fa fa-newspaper-o" aria-hidden="true"></i> 314 <b data-i18n="Milestone">Milestone</b> 315 </h1> 316 317 <div class="timeline-item" data-i18n="timeline10"> 318 <div class="timeline-date"> 319 Feb. 2026 320 </div> 321 <div class="timeline-title"> 322 Research 323 </div> 324 <div class="timeline-desc"> 325 <b>1 paper</b> published by WSDM 2026 (<b>first author</b>) 326 </div> 327 <div class="timeline-desc"> 328 <b>1 paper</b> accepted by CVPR 2026 (<b>co-first author</b>) 329 </div> 330 </div> 331 332 <div class="timeline-item" data-i18n="timeline9"> 333 <div class="timeline-date"> 334 May 2025 335 </div> 336 <div class="timeline-title"> 337 Research 338 </div> 339 <div class="timeline-desc"> 340 <b>1 paper</b> accepted by ACL 2025 (<b>first author</b>) 341 </div> 342 <div class="timeline-desc"> 343 <b>1 paper (SWIFT)</b> published by AAAI 2025 344 </div> 345 <div class="timeline-desc"> 346 Now SWIFT has <b>over 12,000</b> starsâï¸! 347 </div> 348 </div> 349 350 <div class="timeline-item" data-i18n="timeline8"> 351 <div class="timeline-date"> 352 Oct. 2024 353 </div> 354 <div class="timeline-title"> 355 Awards 356 </div> 357 <div class="timeline-desc"> 358 National Scholarship 359 </div> 360 <div class="timeline-desc"> 361 as 1st place among Masters of the AI Institute 362 </div> 363 </div> 364 365 <div class="timeline-item" data-i18n="timeline7"> 366 <div class="timeline-date"> 367 May 2024 368 </div> 369 <div class="timeline-title"> 370 Research 371 </div> 372 <div class="timeline-desc"> 373 <b>1 paper</b> accepted by SIGKDD 2024 (<b>first author</b>) 374 </div> 375 <div class="timeline-desc"> 376 <b>1 paper</b> posted on arXiv preprint (<b>second author</b>) 377 </div> 378 </div> 379 380 <div class="timeline-item" data-i18n="timeline6"> 381 <div class="timeline-date"> 382 Sept. 2023 383 </div> 384 <div class="timeline-title"> 385 Research 386 </div> 387 <div class="timeline-desc"> 388 <b>1 paper</b> accepted by NeurIPS 2023 (<b>first author</b>) 389 </div> 390 <div class="timeline-desc"> 391 <b>1 paper</b> accepted by NeurIPS 2023 (<b>co-first author</b>) 392 </div> 393 </div> 394 395 <div class="timeline-item" data-i18n="timeline5"> 396 <div class="timeline-date"> 397 Jul. 2023 398 </div> 399 <div class="timeline-title"> 400 Awards 401 </div> 402 <div class="timeline-desc"> 403 Outstanding Undergraduate Graduate of Zhejiang Province 404 </div> 405 <div class="timeline-desc"> 406 Outstanding Undergraduate Graduate of ZJU 407 </div> 408 </div> 409 410 <!-- <div class="timeline-item" data-i18n="timeline4"> 411 <div class="timeline-date"> 412 May. 2022 413 </div> 414 <div class="timeline-title"> 415 Research 416 </div> 417 <div class="timeline-desc"> 418 As the leader of the SRTP National Innovation Project, our work was rated as âExcellentâ (the highest level) 419 </div> 420 </div> --> 421 422 <div class="timeline-item" data-i18n="timeline3"> 423 <div class="timeline-date"> 424 Jul. 2021 425 </div> 426 <div class="timeline-title"> 427 Awards 428 </div> 429 <div class="timeline-desc"> 430 Zhejiang Provincial Government Scholarship 431 </div> 432 <div class="timeline-desc"> 433 First-class Scholarship of ZJU 434 </div> 435 <div class="timeline-desc"> 436 Outstanding Student Scholarship of CTZ Edu Fdn 437 </div> 438 </div> 439 440 <div class="timeline-item" data-i18n="timeline2"> 441 <div class="timeline-date"> 442 Sept. 2020 443 </div> 444 <div class="timeline-title"> 445 Admission 446 </div> 447 <div class="timeline-desc"> 448 Admitted to the <a href="http://www.cs.zju.edu.cn/csen/">Computer Science</a> major at ZJU 449 </div> 450 </div> 451 452 <!-- <div class="timeline-item"> 453 <div class="timeline-date"> 454 Nov. 2020 455 </div> 456 <div class="timeline-title"> 457 Award 458 </div> 459 <div class="timeline-desc"> 460 First Prize in the Zhejiang Province College Physics Competition 461 </div> 462 </div> --> 463 464 <div class="timeline-item" data-i18n="timeline1"> 465 <div class="timeline-date"> 466 Sept. 2019 467 </div> 468 <div class="timeline-title"> 469 Admission 470 </div> 471 <div class="timeline-desc"> 472 Admitted to the Qiushi Science Class (Physics) at 473 <a href="http://ckc.zju.edu.cn/ckcen/">Chu Kochen Honors College</a>, ZJU 474 </div> 475 </div> 476 477 <br> 478 </div> 479</div> 480 481 482 483 484 485<div class="wrapper"> 486 <div id="awards" class="bio"> 487 <h1 class="md-heading text-left"> 488 <i class="fa fa-tasks" aria-hidden="true"></i> 489 <b data-i18n="Selected Honors">Selected Honors</b> 490 </h1> 491 <ul> 492 <!-- <li><strong></strong>, 2023 (<b>Highest honor </b>)</li> --> 493 <li data-i18n="honor11">Advanced to the university-level defense for the Chu Kochen Scholarship, the highest honor in ZJU (Finalist, Top 0.05%)</li> 494 <!-- (36/67656) --> 495 <li data-i18n="honor10">National Scholarship, 2024 (1st place among Masters of the AI Institute, Top 1%)</li> 496 <li data-i18n="honor_yanjiusheng_shengyou">Outstanding Master's Graduate of Zhejiang Province, 2026 (Top 5%)</li> 497 <li data-i18n="honor9">Outstanding Postgraduate Students of Zhejiang University, 2024</li> 498 <li data-i18n="honor8">Outstanding Undergraduate Graduate of Zhejiang Province, 2023 (Top 5%)</li> 499 <li data-i18n="honor7">Xiaomi Scholarship, 2022</li> 500 <!-- (3/800+) --> 501 <li data-i18n="honor6">Zhejiang Provincial Government Scholarship, 2021 (Top 3%)</li> 502 <li data-i18n="honor5">First-class Scholarship of Zhejiang University, 2021 (Top 3%)</li> 503 <li data-i18n="honor4">Outstanding Student Scholarship of CTZ Education Foundation, 2021</li> 504 <!-- (3/800+) --> 505 <li data-i18n="honor3">
505Outstanding Student of Zhejiang University, 2021</li> 506 <li data-i18n="honor2">First Prize in the Zhejiang Province College Physics Competition, 2020 (Top 5%)</li> 507 <li data-i18n="honor1">Outstanding Youth League Member of Zhejiang University, 2020</li> 508 </ul> 509 </div> 510</div> 511 512 513 514 515<div id="publications" class="publications"> 516 <h1 class="md-heading text-left"> 517 <i class="fa fa-file" aria-hidden="true"></i> 518 <b data-i18n="Publications">Publications</b> 519 </h1> 520 521 <div class="pub-list"> 522 523 <h3> 524 <strong data-i18n="direction3">Multimodality and LLMs</strong> 525 </h3> 526 527 <div class="pub"> 528 <div class="pub-left"> 529 <img class="intro-img frame" src="publications/moon3.jpg"> 530 </div> 531 <div class="pub-right"> 532 <div class="title"> 533 MOON-3: Reasoning-aware Multimodal Representation Learning for E-commerce Product Understanding 534 </div> 535 <div class="desc"> 536 TLDR: We propose the first reasoning-aware MLLM-based model for product representation learning in e-commerce. 537 </div> 538 <div class="authors"> 539 <font style="font-size: 11pt;"> 540 Junxian Wu*, 541 Chenghan Fu*, 542 Zhanheng Nie*, 543 <b>Daoze Zhang*</b>, Bowen Wan, 544 Wanxian Guan, Chuan Yu, Jian Xu, 545 <a class="author" href="https://scholar.google.com/citations?user=3gHhO9QAAAAJ&hl=en">Bo Zheng</a> 546 (* equal contribution) 547 </font> 548 </div> 549 <div class="publish"> 550 <span class="publisher">arXiv preprint</span> 551 <span class="place"></span> 552 </div> 553 <div class="tags"> 554 [<a class="tag" href="https://arxiv.org/abs/2604.00513"><strong>Paper</strong></a>] 555 </div> 556 </div> 557 </div> 558 559 <div class="pub"> 560 <div class="pub-left"> 561 <img class="intro-img frame" src="publications/moon2.jpg"> 562 </div> 563 <div class="pub-right"> 564 <div class="title"> 565 MOON-2: Dynamic Modality-balanced Multimodal Representation Learning for E-commerce Product Understanding 566 </div> 567 <div class="desc"> 568 TLDR: We propose a dynamic modality-balanced multimodal representation learning framework for e-commerce product understanding. 569 </div> 570 <div class="authors"> 571 <font style="font-size: 11pt;"> 572 Zhanheng Nie*, 573 Chenghan Fu*, 574 <b>Daoze Zhang*</b>, 575 Junxian Wu*, Wanxian Guan, Pengjie Wang, Jian Xu, 576 <a class="author" href="https://scholar.google.com/citations?user=3gHhO9QAAAAJ&hl=en">Bo Zheng</a> 577 (* equal contribution) 578 </font> 579 </div> 580 <div class="publish"> 581 <span class="publisher">CVPR 2026</span> 582 <span class="place"></span> 583 </div> 584 <div class="tags"> 585 [<a class="tag" href="https://arxiv.org/abs/2511.12449"><strong>Paper</strong></a>] 586 </div> 587 </div> 588 </div> 589 590 <div class="pub"> 591 <div class="pub-left"> 592 <img class="intro-img frame" src="publications/moon.jpg"> 593 </div> 594 <div class="pub-right"> 595 <div class="title"> 596 MOON: Generative MLLM-based Multimodal Representation Learning for E-commerce Product Understanding 597 </div> 598 <div class="desc"> 599 TLDR: We propose the first generative MLLM-based model for product representation learning in e-commerce. 600 </div> 601 <div class="authors"> 602 <font style="font-size: 11pt;"> 603 <b>Daoze Zhang*</b>, 604 Chenghan Fu*, 605 Zhanheng Nie*, 606 Jianyu Liu*, Wanxian Guan, Yuan Gao, Jun Song, Pengjie Wang, Jian Xu, 607 <a class="author" href="https://scholar.google.com/citations?user=3gHhO9QAAAAJ&hl=en">Bo Zheng</a> 608 (* equal contribution) 609 </font> 610 </div> 611 <div class="publish"> 612 <span class="publisher">WSDM 2026</span> 613 <span class="place"></span> 614 </div> 615 <div class="tags"> 616 [<a class="tag" href="https://arxiv.org/pdf/2508.11999"><strong>Paper</strong></a>] 617 [<a class="tag" href="https://arxiv.org/pdf/2511.11305"><strong>Technical Report</strong></a>] 618 </div> 619 </div> 620 </div> 621 622 <div class="pub"> 623 <div class="pub-left"> 624 <img class="intro-img frame" src="publications/sophia.jpg"> 625 </div> 626 <div class="pub-right"> 627 <div class="title"> 628 Sharper and Faster mean Better: Towards More Efficient Vision-Language Model for Hour-scale Long Video Understanding 629 </div> 630 <div class="desc"> 631 TLDR: We propose a vision-language model for long video understanding, which can efficie
631ntly handle hour-scale long videos. 632 </div> 633 <div class="authors"> 634 <font style="font-size: 11pt;"> 635 <b>Daoze Zhang</b>, 636 Yuze Zhao, 637 Jintao Huang, 638 <a class="author" href="https://scholar.google.com/citations?user=ENJA2f8AAAAJ&hl=en">Yingda Chen</a> 639 </font> 640 </div> 641 <div class="publish"> 642 <span class="publisher">ACL 2025</span> 643 <span class="place"></span> 644 </div> 645 <div class="tags"> 646 [<a class="tag" href="https://aclanthology.org/2025.acl-long.222.pdf"><strong>Paper</strong></a>] 647 </div> 648 </div> 649 </div> 650 651 <div class="pub"> 652 <div class="pub-left"> 653 <img class="intro-img frame" src="publications/swift.png"> 654 </div> 655 <div class="pub-right"> 656 <div class="title"> 657 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning 658 </div> 659 <div class="desc"> 660 TLDR: We develop SWIFT, a customizable one-stop infrastructure for large models with support of over 600+ LLMs and 300+ MLLMs. 661 </div> 662 <div class="authors"> 663 <font style="font-size: 11pt;"> 664 Yuze Zhao, 665 Jintao Huang, 666 Jinghan Hu, 667 Xingjun Wang, 668 Yunlin Mao, 669 <b>Daoze Zhang</b>, 670 Zeyinzi Jiang, Zhikai Wu, Baole Ai, Ang Wang, Wenmeng Zhou, 671 <a class="author" href="https://scholar.google.com/citations?user=ENJA2f8AAAAJ&hl=en">Yingda Chen</a> 672 </font> 673 </div> 674 <div class="publish"> 675 <span class="publisher">AAAI 2025</span> 676 <span class="place"></span> 677 </div> 678 <div class="tags"> 679 [<a class="tag" href="https://arxiv.org/abs/2408.05517"><strong>Paper</strong></a>] 680 [<a class="tag" href="https://github.com/modelscope/ms-swift"><strong>Code</strong></a>] 681 682 <a href="https://github.com/modelscope/ms-swift" target="_blank" rel="noopener"> 683 <img alt="GitHub stars" src="https://img.shields.io/github/stars/modelscope/ms-swift?style=social"> 684 </a> 685 <a href="https://github.com/modelscope/ms-swift" target="_blank" rel="noopener"> 686 <img alt="GitHub stars" src="https://img.shields.io/github/forks/modelscope/ms-swift?style=social"> 687 </a> 688 689 </div> 690 </div> 691 </div> 692 693 694 695 696 <h3> 697 <br> 698 <strong data-i18n="direction2">LLMs for Automatic Review of Documents</strong> 699 </h3> 700 701 <div class="pub"> 702 <div class="pub-left"> 703 <img class="intro-img frame" src="publications/Re2.jpg"> 704 </div> 705 <div class="pub-right"> 706 <div class="title"> 707 Re^2: A Consistency-ensured Dataset for Full-stage Peer Review and Multi-turn Rebuttal Discussions 708 </div> 709 <div class="desc"> 710 TLDR: We introduce the largest consistency-ensured peer review and rebuttal dataset from 24 conferences and 21 workshops. 711 </div> 712 <div class="authors"> 713 <font style="font-size: 11pt;"> 714 <b>Daoze Zhang</b>, 715 Zhijian Bao, 716 Sihang Du, 717 Zhiyi Zhao, 718 Kuangling Zhang, 719 <a class="author" href="https://dzbao.github.io/">Dezheng Bao</a>, 720 <a class="author" href="http://yangy.org/">Yang Yang</a><br> 721 </font> 722 </div> 723 <div class="publish"> 724 <span class="publisher">arXiv preprint</span> 725 <span class="place"></span> 726 </div> 727 <div class="tags"> 728 [<a class="tag" href="https://arxiv.org/abs/2505.07920"><strong>Paper</strong></a>] 729 [<a class="tag" href="https://anonymous.4open.science/r/ReviewBench_anon/"><strong>Code</strong></a>] 730 </div> 731 </div> 732 </div> 733 734 <div class="pub"> 735 <div class="pub-left"> 736 <img class="intro-img frame" src="publications/PD3.jpg"> 737 </div> 738 <div class="pub-right"> 739 <div class="title"> 740 PD^3: A Project Duplication Detection Framework via Adapted Multi-Agent Debate 741 </div> 742 <div class="desc"> 743 TLDR: We propose a multi-agent debate-based framework for detecting project duplication by simulating expert discussions. 744 </div> 745 <div class="authors"> 746 <font style="font-size: 11pt;"> 747 <a class="author" href="https://dzbao.github.io/">Dezheng Bao</a>, 748 Yueci Yang, 749 Xin Chen, 750 Zhengxuan Jiang, 751 Zeguo Fei, 752 <b>Daoze Zhang</b>, 753 <a class="author" href="https://scholar.google.com/citations?user=JFLCWNQAAAAJ&hl=en">Xuanwen Huang</a>, 754 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>, 755 Chutian Yu, 756 Xiang Yuan 757 <a class="author" href="http://yangy.org/">Yang Yang</a><br> 758 </font> 759 </div> 760 <div class="publish">
761 <span class="publisher">arXiv preprint</span> 762 <span class="place"></span> 763 </div> 764 <div class="tags"> 765 [<a class="tag" href="https://arxiv.org/abs/2505.17492"><strong>Paper</strong></a>] 766 </div> 767 </div> 768 </div> 769 770 771 <h3> 772 <br> 773 <strong data-i18n="direction1">AI for Healthcare: Deep Learning on Neural Signals</strong> 774 </h3> 775 776 <div class="pub"> 777 <div class="pub-left"> 778 <img class="intro-img frame" src="publications/survey.jpg"> 779 </div> 780 <div class="pub-right"> 781 <div class="title"> 782 Deep Learning-Powered Electrical Brain Signals Analysis: Advancing Neurological Diagnostics 783 </div> 784 <div class="desc"> 785 TLDR: This review systematically examines recent advances in deep learning approaches for EEG/iEEG-based neurological diagnostics. 786 </div> 787 <div class="authors"> 788 <font style="font-size: 11pt;"> 789 <a class="author" href="https://erikaqvq.github.io/">Jiahe Li</a>, 790 Xin Chen, 791 Fanqi Shen, 792 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>,
793 Yuxin Liu, 794 <b>Daoze Zhang</b>, 795 <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan</a>, 796 Fang Zhao, 797 Meng Li, 798 <a class="author" href="http://yangy.org/">Yang Yang</a><br> 799 </font> 800 </div> 801 <div class="publish"> 802 <span class="publisher">IEEE Reviews in Biomedical Engineering</span> 803 <span class="place"></span> 804 </div> 805 <div class="tags"> 806 [<a class="tag" href="https://www.arxiv.org/abs/2502.17213"><strong>Paper</strong></a>] 807 [<a class="tag" href="https://github.com/ZJU-BrainNet/BrainBenchmark"><strong>Code</strong></a>] 808 </div> 809 </div> 810 </div> 811 812 <div class="pub"> 813 <div class="pub-left"> 814 <img class="intro-img frame" src="publications/dmnet.jpg"> 815 </div> 816 <div class="pub-right"> 817 <div class="title"> 818 DMNet: Self-comparison Driven Model for Subject-independent Seizure Detection 819 </div> 820 <div class="desc"> 821 TLDR: We propose a self-comparison mechanism to mitigate the domain shifts on seizure patterns between subjects. 822 </div> 823 <div class="authors"> 824 <font style="font-size: 11pt;"> 825 Shihao Tu, 826 <a class="author" href="https://caolinfeng.github.io/homepage/">Linfeng Cao</a>, 827 <b>Daoze Zhang</b>, 828 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>, 829 Lvbin Ma, 830 Yin Zhang, 831 <a class="author" href="http://yangy.org/">Yang Yang</a><br> 832 </font> 833 </div> 834 <div class="publish"> 835 <span class="publisher">NeurIPS 2024</span> 836 <span class="place"></span> 837 </div> 838 <div class="tags"> 839 [<a class="tag" href="http://yangy.org/works/brainnet/NeurIPS24_DMNet.pdf"><strong>Paper</strong></a>] 840 </div> 841 </div> 842 </div> 843 844 <div class="pub"> 845 <div class="pub-left"> 846 <img class="intro-img frame" src="publications/brant_x.jpg"> 847 </div> 848 <div class="pub-right"> 849 <div class="title"> 850 Brant-X: A Unified Physiological Signal Alignment Framework 851 </div> 852 <div class="desc"> 853 TLDR: We propose a unified physiological signal alignment framework to learn representations from various physiological data. 854 </div> 855 <div class="authors"> 856 <font style="font-size: 11pt;"> 857 <b>Daoze Zhang</b>, 858 <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan</a>, 859 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>, 860 Kerui Chen, 861 <a class="author" href="http://yangy.org/">Yang Yang</a><br> 862 </font> 863 </div> 864 <div class="publish"> 865 <span class="publisher">SIGKDD 2024</span> 866 <span class="place"></span> 867 </div> 868 <div class="tags"> 869 [<a class="tag" href="http://yangy.org/works/brainnet/KDD24_BrantX.pdf"><strong>Paper</strong></a>] 870 [<a class="tag" href="https://github.com/zjunet/Brant-X/"><strong>Homepage</strong></a>] 871 </div> 872 </div> 873 </div> 874 875 876 <div class="pub"> 877 <div class="pub-left"> 878 <img class="intro-img frame" src="publications/brant2.jpg"> 879 </div> 880 <div class="pub-right"> 881 <div class="title"> 882 Brant-2: Foundation Model for Brain Signals 883 </div> 884 <div class="desc"> 885 TLDR: We propose a foundation model for brain signals, which can be applied to various scenarios of both iEEG and EEG. 886 </div> 887 <div class="authors"> 888 <font style="font-size: 11pt;"> 889 <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan</a>, 890 <b>Daoze Zhang</b>, 891 <a class="author" href="https://frankgu3528.github.io/">Gefei Gu</a>, 892 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>, 893 <a class="author" href="http://yangy.org/">Yang Yang</a><br> 894 </font> 895 </div> 896 <div class="publish">
897 <span class="publisher">arXiv preprint</span> 898 <span class="place"></span> 899 </div> 900 <div class="tags"> 901 [<a class="tag" href="https://arxiv.org/abs/2402.10251"><strong>Paper</strong></a>] 902 <!-- [<a class="tag" href="https://zju-brainnet.github.io/Brant.github.io/"><strong>Homepage</strong></a>] --> 903 [<a class="tag" href="https://github.com/yzz673/Brant-2"><strong>Code</strong></a>] 904 </div> 905 </div> 906 </div> 907 908 <div class="pub"> 909 <div class="pub-left"> 910 <img class="intro-img frame" src="publications/brant.jpg"> 911 </div> 912 <div class="pub-right"> 913 <div class="title"> 914 Brant: Foundation Model for Intracranial Neural Signal 915 </div> 916 <div class="desc"> 917 TLDR: We propose a foundation model for modeling intracranial recordings, providing a large-scale, off-the-shelf model for medicine. 918 </div> 919 <div class="authors"> 920 <font style="font-size: 11pt;"> 921 <b>Daoze Zhang*</b>, 922 <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan*</a>, 923 <a class="author" href="http://yangy.org/">Yang Yang</a>, 924 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>, 925 Jingjing Wang, 926 Yafeng Li<br> 927 (* equal contribution) 928 </font> 929 </div> 930 <div class="publish"> 931 <span class="publisher">NeurIPS 2023</span> 932 <span class="place"></span> 933 </div> 934 <div class="tags"> 935 [<a class="tag" href="http://yangy.org/works/brainnet/NeurIPS23_Brant.pdf"><strong>Paper</strong></a>] 936 [<a class="tag" href="https://zju-brainnet.github.io/Brant.github.io/"><strong>Homepage</strong></a>] 937 [<a class="tag" href="https://github.com/yzz673/Brant"><strong>Code</strong></a>] 938 </div> 939 </div> 940 </div> 941 942 <div class="pub"> 943 <div class="pub-left"> 944 <img class="intro-img frame" src="publications/ppi.jpg"> 945 </div> 946 <div class="pub-right"> 947 <div class="title"> 948 PPi: Pretraining Brain Signal Model for Patient-independent Seizure Detection 949 </div> 950 <div class="desc"> 951 TLDR: We propose a pretraining-based model to conduct patient-independent seizure detection on SEEG in the clinical scenario. 952 </div> 953 <div class="authors"> 954 <font style="font-size: 11pt;"> 955 <a class="author" href="https://scholar.google.com/citations?user=UzkMfYAAAAAJ&hl=en">Zhizhang Yuan*</a>, 956 <b>Daoze Zhang*</b>, 957 <a class="author" href="http://yangy.org/">Yang Yang</a>, 958 <a class="author" href="https://mrnobodycali.github.io/">Junru Chen</a>, 959 Yafeng Li 960 (* equal contribution) 961 </font> 962 </span> 963 </div> 964 <div class="publish"> 965 <span class="publisher">NeurIPS 2023</span> 966 <span class="place"></span> 967 </div> 968 <div class="tags"> 969 [<a class="tag" href="https://yangy.org/works/brainnet/NeurIPS23_PPi.pdf"><strong>Paper</strong></a>] 970 [<a class="tag" href="https://github.com/yzz673/PPi_public"><strong>Code</strong></a>] 971 </div> 972 </div> 973 </div> 974 </div> 975</div> 976 977 978 979<div class="wrapper"> 980 <div id="teaching" class="bio"> 981 <h1 class="md-heading text-left"> 982 <i class="fa fa-graduation-cap" aria-hidden="true"></i> 983 <b data-i18n="Teaching">Teaching & Academic Service</b> 984 </h1> 985 986 <b data-i18n="Conference">Conference</b> 987 <ul> 988 <li data-i18n="ICLR26">Program committee member of ICLR 2026</li> 989 <li data-i18n="NeurIPS25">Program committee member of NeurIPS 2025</li> 990 <li data-i18n="ChinaBMI24">Brant-X was rated as Spotlight in ChinaBMI 2024</li> 991 <li data-i18n="KDD24">Oral presentation at KDD 2024 to introduce the paper of Brant-X</li> 992 </ul> 993 994 <b data-i18n="Teaching Assistant">Teaching Assistant</b> 995 <ul> 996 <li data-i18n="CS 21121340-2"><i>Computer Networks (CS 21121340)</i>, with <a href="https://person.zju.edu.cn/0097159/744726.html">Prof. Xiqun Lu</a>, 2023</li> 997 <li data-i18n="CS 21121340-1"><i>Computer Networks (CS 21121340)</i>, with <a href="https://person.zju.edu.cn/0097159/744726.html">Prof. Xiqun Lu</a>, 2022</li> 998 </ul> 999 1000 <b data-i18n="Peer">Peer Mentoring</b> 1001 <ul> 1002 <li data-i18n="gjmdm"><a href="https://mp.weixin.qq.com/s/GC5KWpuLxjjM75T9q7c4UQ">Invited speaker</a> at the "National Scholarship Face-to-Face" event to introduce my research experience, 2024 </li> 1003 <li data-i18n="CS 211C0010">Peer Tutoring: <i>Object-oriented Programming (CS 211C0010)</i>, with <a href="https://person.zju.edu.cn/0015060">
1003Prof. Weiwei Xu</a>, 2021</li> 1004 <li data-i18n="CS 211G0280">Peer Tutoring: <i>Fundamentals of C Programming (CS 211G0280)</i>, 2020</li> 1005 </ul> 1006 1007 </div> 1008</div> 1009 1010 1011 1012<div class="wrapper"> 1013 <div id="misc" class="bio"> 1014 <div class="bio-body" style="overflow:hidden;"> 1015 <h1 class="md-heading text-left"> 1016 <i class="fa fa-id-card" aria-hidden="true"></i> 1017 <b data-i18n="Misc">Miscellaneous</b> 1018 </h1> 1019 <table> 1020 <tbody><tr> 1021 <td width="50%" valign="middle"> 1022 <p style="margin-top: 0px; margin-bottom: 0px; margin-left: 30px; margin-right: 50px; line-height: 1.25;" data-i18n="life"> 1023 In life, I have a passion for historyðº, geographyð, and classical musicð¼. 1024 I have also studied traditional arts such as seal carving and Chinese paintingð¨. At the age of 13, I was honored to receive the gold medalð¥ in the Peace Cup Youth Painting and Calligraphy Competition held in the United States. 1025 </p> 1026 </td> 1027 <td width="15%" valign="middle"> 1028 <p> 1029 <img src="./images/self-portrait/hehua.JPEG" width="300" alt="LGM" style="border-style: none" align="top"> 1030 </p> 1031 </td> 1032 </tr></tbody> 1033 </table> 1034 <table> 1035 <tbody><tr> 1036 <td width="50%" valign="middle"> 1037 <p style="margin-top: 0px; margin-bottom: 0px; margin-left: 30px; margin-right: 50px; line-height: 1.25;" data-i18n="student_union"> 1038 During my two years as a member and deputy minister of the Arts Department in CKC Honors College Student Union, I fell in love with organizing and managing everything related to events and performancesð. 1039 Together with the team members, I was responsible for organizing multiple singing competitions, New Year's ceremonies, and graduation ceremonies. 1040 </p> 1041 </td> 1042 <td width="15%" valign="middle"> 1043 <p> 1044 <img src="./images/self-portrait/wanhui.JPG" width="300" alt="LGM" style="border-style: none" align="top"> 1045 </p> 1046 </td> 1047 </tr></tbody> 1048 </table> 1049 <table> 1050 <tbody><tr> 1051 <td width="50%" valign="middle"> 1052 <p style="margin-top: 0px; margin-bottom: 0px; margin-left: 30px; margin-right: 50px; line-height: 1.25;" data-i18n="video_clip"> 1053 Furthermore, I have had the opportunity to take on the role of video editingð¬ for the <i>ZJU English version of "The Wave"</i>, which garnered recognition and promotion from various institutions including 1054 <a href="https://zj.zjol.com.cn/news.html?id=1442314">Zhejiang News</a>, 1055 <a href="https://www.thehour.cn/news/368090.html">Qianjiang Evening News</a>, 1056 <a href="https://mp.weixin.qq.com/s?__biz=MzAxNjA1NTgzOA==&mid=2651352704&idx=2&sn=4bde99994165e5c8858d086eb12e3a7e&chksm=800665f1b771ece7f3a2e32f0d9fd94c896bb831c227e2aef7f2b0c67d10ecdd60e6cca0ae7f&scene=27">Foreign Language Research Press</a>, 1057 Sina, Sohu, and more. 1058 <a href="https://www.bilibili.com/video/BV18Z4y1s7JK/?vd_source=bcb72b08d031075a66a8b31572c0c798"> 1059 <img src="https://img.shields.io/badge/dynamic/json?label=views&style=social&logo=bilibili&query=$.data.stat.view&url=https://api.bilibili.com/x/web-interface/view?bvid=BV18Z4y1s7JK" alt="bilibili"> 1060 </a> 1061 </p> 1062 </td> 1063 <td width="15%" valign="middle"> 1064 <p> 1065 <a href="https://www.bilibili.com/video/BV18Z4y1s7JK/?vd_source=bcb72b08d031075a66a8b31572c0c798" target="_blank"> 1066 <img src="./images/self-portrait/houlang.png" width="300" alt="LGM" style="border-style: none" align="top"> 1067 </a> 1068 </p> 1069 </td> 1070 </tr></tbody> 1071 </table> 1072 1073 </div> 1074 </div> 1075</div> 1076 1077 1078<footer class="site-footer"> 1079 1080 <div class="wrapper"> 1081 <div class="footer-col-wrapper"> 1082 1083 <!-- <div class="footer-col footer-col-1"> 1084 <ul class="contact-list"> 1085 <li>Personal Email:</li> 1086 <li><a href="mailto:[email protected]">[email protected]</a></li> 1087 </ul> 1088 </div> --> 1089 1090 <div class="footer-col footer-col-2"> 1091 <a href="https://scholar.google.com/citations?user=5beC28QAAAAJ&hl=en" class="icon-button github"> 1092 <i class="ai ai-google-scholar-square icon-github"></i>
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