1<!DOCTYPE html> 2<html lang="en"> 3<!-- Template: https://github.com/luost26/academic-homepage --> 4<head> 5 <meta charset="utf-8"> 6 <meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no"> 7 <title>Publications - Huizai Yao</title> 8 9 <!-- Stylesheets --> 10 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/twitter-bootstrap/4.6.0/css/bootstrap.min.css" integrity="sha512-P5MgMn1jBN01asBgU0z60Qk4QxiXo86+wlFahKrsQf37c9cro517WzVSPPV1tDKzhku2iJ2FVgL67wG03SGnNA==" crossorigin="anonymous" /> 11 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.5.1/css/all.min.css" integrity="sha512-DTOQO9RWCH3ppGqcWaEA1BIZOC6xxalwEsw9c2QQeAIftl+Vegovlnee1c9QX4TctnWMn13TZye+giMm8e2LwA==" crossorigin="anonymous"> 12 <link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/academicons/1.9.1/css/academicons.min.css" 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navbar-expand-sm navbar-dark bg-dark fixed-top mb-5 shadow-sm"> 21 <div class="container-lg"> 22 <a class="navbar-brand"><strong>Huizai Yao</strong></a> 23 <button class="navbar-toggler" style="font-size: 1em; padding: 0.5em;" type="button" data-toggle="collapse" data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false" aria-label="Toggle navigation"> 24 <i class="fas fa-map"></i> Menu 25 </button> 26 27 <div class="collapse navbar-collapse" id="navbarResponsive"> 28 <ul class="navbar-nav ml-auto"> 29 30 <li class="nav-item "> 31 <a class="nav-link" href="/">Home</a> 32 </li> 33 34 <li class="nav-item active"> 35 <a class="nav-link" href="/publications">Publications</a> 36 </li> 37 38 </ul> 39 </div> 40 </div> 41</nav> 42 43 <div class="container-lg"> 44 45 46<div class="row"> 47 <div class="col-12 col-lg-10"> 48 49 50 <h2 class="pt-4" id="year-2025">2025</h2> 51 <div class="my-0 p-0 bg-white shadow-sm rounded-xl"> 52 53 54<div class="d-none d-md-block"> 55 <div class="row no-gutters border-bottom border-gray"> 56 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-AAAI.png" alt="Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 57 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 58 <h5 class="mt-0 mb-1 font-weight-normal">Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection</h5> 59 <p class="mt-0 mb-0 small"><span class="text-body"> 60 <strong>Huizai Yao</strong>, </span><span class="text-body"> 61 Sicheng Zhao, </span><span class="text-body"> 62 Pengteng Li, </span><span class="text-body"> 63 Yi Cui, </span><span class="text-body"> 64 Shuo Lu, </span><span class="text-body"> 65 Weiyu Guo, </span><span class="text-body"> 66 Yunfan Lu, </span><span class="text-body"> 67 Yijie Xu, </span><span class="text-body"> 68 Hui Xiong</span></p> 69 <p class="mt-0 mb-0 small"><i>AAAI 2026</i> <span data-semantic-scholar-id=""></span></p> 70 <p class="mt-0 mb-0 small text-muted"></p> 71 72 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 73 74 75 <a target="_blank" href="https://arxiv.org/abs/2511.07301">[Paper]</a> 76 77 78 79 <a target="_blank" href="https://github.com/HuizaiVictorYao/VFM_SFOD">[Code]</a> 80 81 82 </p> 83 84 </div> 85 </div> 86</div> 87 88<div class="row no-gutters d-md-none border-bottom border-gray rounded-xl-top lazy" data-src="/assets/images/covers/2025-AAAI.png"> 89 <div class="w-100 rounded-xl-top " style="background-color: rgba(255,255,255,0.9);"> 90 <div class="d-flex align-items-start flex-column py-3 px-4"> 91 <div class="mb-auto"></div> 92 <div> 93 <h5 class="mt-0 mb-1 font-weight-normal">Beyond Boundaries: Leveraging Vision Foundation Models for Source-Free Object Detection</h5> 94 <p class="mt-0 mb-0 small"><span class="text-body"> 95 <strong>Huizai Yao</strong>, </span><span class="text-body"> 96 Sicheng Zhao, </span><span class="text-body"> 97 Pengteng Li, </span><span class="text-body"> 98 Yi Cui, </span><span class="text-body"> 99 Shuo Lu, </span><span class="text-body"> 100 Weiyu Guo, </span><span class="text-body"> 101 Yunfan Lu, </span><span class="text-body"> 102 Yijie Xu, </span><span class="text-body"> 103 Hui Xiong</span></p> 104 <p class="mt-0 mb-0 small"><i>AAAI 2026</i> <span data-semantic-scholar-id=""></span></p> 105 <p class="mt-0 mb-0 small text-muted"></p> 106 107 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 108 109 110 <a target="_blank" href="https://arxiv.org/abs/2511.07301">[Paper]</a> 111 112 113 114 <a target="_blank" href="https://github.com/HuizaiVictorYao/VFM_SFOD">[Code]</a> 115 116 117 </p> 118 </div> 119 </div> 120 </div> 121 122</div> 123 124 125<div class="d-none d-md-block"> 126 <div class="row no-gutters border-bottom border-gray"> 127 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-ICLR.png" alt="You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 128 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 129 <h5 class="mt-0 mb-1 font-weight-normal">You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs</h5> 130 <p class="mt-0 mb-0 small"><span class="text-body"> 131 Yijie Xu, </span><span class="text-body"> 132 <strong>Huizai Yao</strong>, </span><span class="text-body"> 133 Zhiyu Guo, </span><span class="text-body"> 134 Weiyu Guo, </span><span class="text-body"> 135 Pengteng Li, </span><span class="text-body"> 136 Aiwei Liu, </span><span class="text-body"> 137 Xuming Hu, </span><span class="text-body"> 138 Hui Xiong</span></p> 139 <p class="mt-0 mb-0 small"><i>Arxiv</i> 2025 <span data-semantic-scholar-id=""></span></p> 140 <p class="mt-0 mb-0 small text-muted"></p> 141 142 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 143 144 145 <a target="_blank" href="https://arxiv.org/pdf/2510.10223">[Paper]</a> 146 147 148 </p> 149 150 </div> 151 </div> 152</div> 153 154<div class="row no-gutters d-md-none border-bottom border-gray lazy" data-src="/assets/images/covers/2025-ICLR.png"> 155 <div class="w-100 " style="background-color: rgba(255,255,255,0.9);"> 156 <div class="d-flex align-items-start flex-column py-3 px-4"> 157 <div class="mb-auto"></div> 158 <div> 159 <h5 class="mt-0 mb-1 font-weight-normal">You only need 4 extra tokens: Synergistic Test-time Adaptation for LLMs</h5> 160 <p class="mt-0 mb-0 small"><span class="text-body"> 161 Yijie Xu, </span><span class="text-body"> 162 <strong>Huizai Yao</strong>, </span><span class="text-body"> 163 Zhiyu Guo, </span><span class="text-body"> 164 Weiyu Guo, </span><span class="text-body"> 165 Pengteng Li, </span><span class="text-body"> 166 Aiwei Liu, </span><span class="text-body"> 167 Xuming Hu, </span><span class="text-body"> 168 Hui Xiong</span></p> 169 <p class="mt-0 mb-0 small"><i>Arxiv</i> 2025 <span data-semantic-scholar-id=""></span></p> 170 <p class="mt-0 mb-0 small text-muted"></p> 171 172 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 173 174 175 <a target="_blank" href="https://arxiv.org/pdf/2510.10223">[Paper]</a> 176 177 178 </p> 179 </div> 180 </div> 181 </div> 182 183</div> 184 185 186<div class="d-none d-md-block"> 187 <div class="row no-gutters border-bottom border-gray"> 188 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-NIPS.png" alt="See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 189 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 190 <h5 class="mt-0 mb-1 font-weight-normal">See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model</h5> 191 <p class="mt-0 mb-0 small"><span class="text-body"> 192 Pengteng Li, </span><span class="text-body"> 193 Pinhao Song, </span><span class="text-body"> 194 Wuyang Li, </span><span class="text-body"> 195 <strong>Huizai Yao</strong>, </span><span class="text-body"> 196 Weiyu Guo, </span><span class="text-body"> 197 Yijie Xu, </span><span class="text-body"> 198 Dugang Liu, </span><span class="text-body"> 199 Hui Xiong</span></p> 200 <p class="mt-0 mb-0 small"><i>NeurIPS</i> 2025 <span data-semantic-scholar-id=""></span></p> 201 <p class="mt-0 mb-0 small text-muted"></p> 202 203 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 204 205 </p> 206 207 </div> 208 </div> 209</div> 210 211<div class="row no-gutters d-md-none border-bottom border-gray lazy" data-src="/assets/images/covers/2025-NIPS.png"> 212 <div class="w-100 " style="background-color: rgba(255,255,255,0.9);"> 213 <div class="d-flex align-items-start flex-column py-3 px-4"> 214 <div class="mb-auto"></div> 215 <div> 216 <h5 class="mt-0 mb-1 font-weight-normal">See&Trek: Training-Free Spatial Prompting for Multimodal Large Language Model</h5> 217 <p class="mt-0 mb-0 small"><span class="text-body"> 218 Pengteng Li, </span><span class="text-body"> 219 Pinhao Song, </span><span class="text-body"> 220 Wuyang Li, </span><span class="text-body"> 221 <strong>Huizai Yao</strong>, </span><span class="text-body"> 222 Weiyu Guo, </span><span class="text-body"> 223 Yijie Xu, </span><span class="text-body"> 224 Dugang Liu, </span><span class="text-body"> 225 Hui Xiong</span></p> 226 <p class="mt-0 mb-0 small"><i>NeurIPS</i> 2025 <span data-semantic-scholar-id=""></span></p> 227 <p class="mt-0 mb-0 small text-muted"></p> 228 229 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 230 231 </p> 232 </div> 233 </div> 234 </div> 235 236</div> 237 238 239<div class="d-none d-md-block"> 240 <div class="row no-gutters border-bottom border-gray"> 241 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2024-TIP.png" alt="Source-Free Object Detection with Detection Transformer" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 242 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 243 <h5 class="mt-0 mb-1 font-weight-normal">Source-Free Object Detection with Detection Transformer</h5> 244 <p class="mt-0 mb-0 small"><span class="text-body"> 245 <strong>Huizai Yao</strong>, </span><span class="text-body"> 246 Sicheng Zhao, </span><span class="text-body"> 247 Shuo Lu, </span><span class="text-body"> 248 Hui Chen, </span><span class="text-body"> 249 Yangyang Li, </span><span class="text-body"> 250 Guoping Liu, </span><span class="text-body"> 251 Tengfei Xing, </span><span class="text-body"> 252 Chenggang Yan, </span><span class="text-body"> 253 Jianhua Tao, </span><span class="text-body"> 254 Guiguang Ding</span></p> 255 <p class="mt-0 mb-0 small"><i>IEEE Transactions on Image Processing (IEEE TIP)</i> 2025 <span data-semantic-scholar-id=""></span></p> 256 <p class="mt-0 mb-0 small text-muted"></p> 257 258 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 259 260 261 <a target="_blank" href="https://ieeexplore.ieee.org/document/11164935">[Paper]</a> 262 263 264 </p> 265 266 </div> 267 </div> 268</div> 269 270<div class="row no-gutters d-md-none border-bottom border-gray lazy" data-src="/assets/images/covers/2024-TIP.png"> 271 <div class="w-100 " style="background-color: rgba(255,255,255,0.9);"> 272 <div class="d-flex align-items-start flex-column py-3 px-4"> 273 <div class="mb-auto"></div> 274 <div> 275 <h5 class="mt-0 mb-1 font-weight-normal">Source-Free Object Detection with Detection Transformer</h5> 276 <p class="mt-0 mb-0 small"><span class="text-body"> 277 <strong>Huizai Yao</strong>, </span><span class="text-body"> 278 Sicheng Zhao, </span><span class="text-body"> 279 Shuo Lu, </span><span class="text-body"> 280 Hui Chen, </span><span class="text-body"> 281 Yangyang Li, </span><span class="text-body"> 282 Guoping Liu, </span><span class="text-body"> 283 Tengfei Xing, </span><span class="text-body"> 284 Chenggang Yan, </span><span class="text-body"> 285 Jianhua Tao, </span><span class="text-body"> 286 Guiguang Ding</span></p> 287 <p class="mt-0 mb-0 small"><i>IEEE Transactions on Image Processing (IEEE TIP)</i> 2025 <span data-semantic-scholar-id=""></span></p> 288 <p class="mt-0 mb-0 small text-muted"></p> 289 290 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 291 292 293 <a target="_blank" href="https://ieeexplore.ieee.org/document/11164935">[Paper]</a> 294 295 296 </p> 297 </div> 298 </div> 299 </div> 300 301</div> 302 303 304<div class="d-none d-md-block"> 305 <div class="row no-gutters border-bottom border-gray"> 306 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-IJCV.png" alt="SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 307 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 308 <h5 class="mt-0 mb-1 font-weight-normal">SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events</h5> 309 <p class="mt-0 mb-0 small"><span class="text-body"> 310 Yunfan Lu, </span><span class="text-body"> 311
311 Xiaogang Xu, </span><span class="text-body"> 312 Hao Lu, </span><span class="text-body"> 313 Yanlin Qian, </span><span class="text-body"> 314 Pengteng Li, </span><span class="text-body"> 315 <strong>Huizai Yao</strong>, </span><span class="text-body"> 316 Bin Yang, </span><span class="text-body"> 317 Junyi Li, </span><span class="text-body"> 318 Qianyi Cai, </span><span class="text-body"> 319 Weiyu Guo, </span><span class="text-body"> 320 Hui Xiong</span></p> 321 <p class="mt-0 mb-0 small"><i>International Journal of Computer Vision (IJCV)</i> 2025 <span data-semantic-scholar-id=""></span></p> 322 <p class="mt-0 mb-0 small text-muted"></p> 323 324 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 325 326 327 <a target="_blank" href="https://arxiv.org/pdf/2502.21120">[Paper]</a> 328 329 330 </p> 331 332 </div> 333 </div> 334</div> 335 336<div class="row no-gutters d-md-none border-bottom border-gray lazy" data-src="/assets/images/covers/2025-IJCV.png"> 337 <div class="w-100 " style="background-color: rgba(255,255,255,0.9);"> 338 <div class="d-flex align-items-start flex-column py-3 px-4"> 339 <div class="mb-auto"></div> 340 <div> 341 <h5 class="mt-0 mb-1 font-weight-normal">SEE: See Everything Every Time -- Adaptive Brightness Adjustment for Broad Light Range Images via Events</h5> 342 <p class="mt-0 mb-0 small"><span class="text-body"> 343 Yunfan Lu, </span><span class="text-body"> 344 Xiaogang Xu, </span><span class="text-body"> 345 Hao Lu, </span><span class="text-body"> 346 Yanlin Qian, </span><span class="text-body"> 347 Pengteng Li, </span><span class="text-body"> 348 <strong>Huizai Yao</strong>, </span><span class="text-body"> 349 Bin Yang, </span><span class="text-body"> 350 Junyi Li, </span><span class="text-body"> 351 Qianyi Cai, </span><span class="text-body"> 352 Weiyu Guo, </span><span class="text-body"> 353 Hui Xiong</span></p> 354 <p class="mt-0 mb-0 small"><i>International Journal of Computer Vision (IJCV)</i> 2025 <span data-semantic-scholar-id=""></span></p> 355 <p class="mt-0 mb-0 small text-muted"></p> 356 357 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 358 359 360 <a target="_blank" href="https://arxiv.org/pdf/2502.21120">[Paper]</a> 361 362 363 </p> 364 </div> 365 </div> 366 </div> 367 368</div> 369 370 371<div class="d-none d-md-block"> 372 <div class="row no-gutters border-bottom border-gray"> 373 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-IJCAI-2.png" alt="From Events to Enhancement: A Survey on Event-Based Imaging Technologies" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 374 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 375 <h5 class="mt-0 mb-1 font-weight-normal">From Events to Enhancement: A Survey on Event-Based Imaging Technologies</h5> 376 <p class="mt-0 mb-0 small"><span class="text-body"> 377 Yunfan Lu, </span><span class="text-body"> 378 Xiaogang Xu, </span><span class="text-body"> 379 Pengteng Li, </span><span class="text-body"> 380 <strong>Huizai Yao</strong>, </span><span class="text-body"> 381 Yi Cui, </span><span class="text-body"> 382 Hui Xiong</span></p> 383 <p class="mt-0 mb-0 small"><i>Arxiv</i> 2025 <span data-semantic-scholar-id=""></span></p> 384 <p class="mt-0 mb-0 small text-muted"></p> 385 386 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 387 388 389 <a target="_blank" href="https://arxiv.org/abs/2505.05488">[Paper]</a> 390 391 392 </p> 393 394 </div> 395 </div> 396</div> 397 398<div class="row no-gutters d-md-none border-bottom border-gray lazy" data-src="/assets/images/covers/2025-IJCAI-2.png"> 399 <div class="w-100 " style="background-color: rgba(255,255,255,0.9);"> 400 <div class="d-flex align-items-start flex-column py-3 px-4"> 401 <div class="mb-auto"></div> 402 <div> 403 <h5 class="mt-0 mb-1 font-weight-normal">From Events to Enhancement: A Survey on Event-Based Imaging Technologies</h5> 404 <p class="mt-0 mb-0 small"><span class="text-body"> 405 Yunfan Lu, </span><span class="text-body"> 406 Xiaogang Xu, </span><span class="text-body"> 407 Pengteng Li, </span><span class="text-body"> 408 <strong>Huizai Yao</strong>, </span><span class="text-body"> 409 Yi Cui, </span><span class="text-body"> 410 Hui Xiong</span></p> 411 <p class="mt-0 mb-0 small"><i>Arxiv</i> 2025 <span data-semantic-scholar-id=""></span></p> 412 <p class="mt-0 mb-0 small text-muted"></p> 413 414 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 415 416 417 <a target="_blank" href="https://arxiv.org/abs/2505.05488">[Paper]</a> 418 419 420 </p> 421 </div> 422 </div> 423 </div> 424 425</div> 426 427 428<div class="d-none d-md-block"> 429 <div class="row no-gutters border-bottom border-gray"> 430 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-IJCAI-1.jpg" alt="Soft-Merging: Resolving Cost for Multi-Source-Free Domain Adaptation" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 431 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 432 <h5 class="mt-0 mb-1 font-weight-normal">Soft-Merging: Resolving Cost for Multi-Source-Free Domain Adaptation</h5> 433 <p class="mt-0 mb-0 small"><span class="text-body"> 434 <strong>Huizai Yao</strong>, </span><span class="text-body"> 435 Pengteng Li, </span><span class="text-body"> 436 Sicheng Zhao, </span><span class="text-body"> 437 Shuo Lu, </span><span class="text-body"> 438 Yunfan Lu, </span><span class="text-body"> 439 Hui Xiong</span></p> 440 <p class="mt-0 mb-0 small"><i>In Submission</i> <span data-semantic-scholar-id=""></span></p> 441 <p class="mt-0 mb-0 small text-muted"></p> 442 443 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 444 445 </p> 446 447 </div> 448 </div> 449</div> 450 451<div class="row no-gutters d-md-none border-bottom border-gray lazy" data-src="/assets/images/covers/2025-IJCAI-1.jpg"> 452 <div class="w-100 " style="background-color: rgba(255,255,255,0.9);"> 453 <div class="d-flex align-items-start flex-column py-3 px-4"> 454 <div class="mb-auto"></div> 455 <div> 456 <h5 class="mt-0 mb-1 font-weight-normal">Soft-Merging: Resolving Cost for Multi-Source-Free Domain Adaptation</h5> 457 <p class="mt-0 mb-0 small"><span class="text-body"> 458 <strong>Huizai Yao</strong>, </span><span class="text-body"> 459 Pengteng Li, </span><span class="text-body"> 460 Sicheng Zhao, </span><span class="text-body"> 461 Shuo Lu, </span><span class="text-body"> 462 Yunfan Lu, </span><span class="text-body"> 463 Hui Xiong</span></p> 464 <p class="mt-0 mb-0 small"><i>In Submission</i> <span data-semantic-scholar-id=""></span></p> 465 <p class="mt-0 mb-0 small text-muted"></p> 466 467 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 468 469 </p> 470 </div> 471 </div> 472 </div> 473 474</div> 475 476 477<div class="d-none d-md-block"> 478 <div class="row no-gutters border-gray"> 479 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2025-arxiv-1.png" alt="EventVL: Understand Event Streams via Multimodal Large Language Model" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 480 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 481 <h5 class="mt-0 mb-1 font-weight-normal">EventVL: Understand Event Streams via Multimodal Large Language Model</h5> 482 <p class="mt-0 mb-0 small"><span class="text-body"> 483 Pengteng Li, </span><span class="text-body"> 484 Yunfan Lu, </span><span class="text-body"> 485 Pinghao Song, </span><span class="text-body"> 486 Wuyang Li, </span><span class="text-body"> 487 <strong>Huizai Yao</strong>, </span><span class="text-body"> 488 Hui Xiong</span></p> 489 <p class="mt-0 mb-0 small"><i>Arxiv</i> 2025 <span data-semantic-scholar-id=""></span></p> 490 <p class="mt-0 mb-0 small text-muted"></p> 491 492 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 493 494 495 <a target="_blank" href="https://arxiv.org/abs/2501.13707">[Paper]</a> 496 497 498 </p> 499 500 </div> 501 </div> 502</div> 503 504<div class="row no-gutters d-md-none border-gray rounded-xl-bottom lazy" data-src="/assets/images/covers/2025-arxiv-1.png"> 505 <div class="w-100 rounded-xl-bottom" style="background-color: rgba(255,255,255,0.9);"> 506 <div class="d-flex align-items-start flex-column py-3 px-4"> 507 <div class="mb-auto"></div> 508 <div> 509 <h5 class="mt-0 mb-1 font-weight-normal">EventVL: Understand Event Streams via Multimodal Large Language Model</h5> 510 <p class="mt-0 mb-0 small"><span class="text-body"> 511 Pengteng Li, </span><span class="text-body"> 512 Yunfan Lu, </span><span class="text-body"> 513 Pinghao Song, </span><span class="text-body"> 514 Wuyang Li, </span><span class="text-body"> 515 <strong>Huizai Yao</strong>, </span><span class="text-body"> 516 Hui Xiong</span></p> 517 <p class="mt-0 mb-0 small"><i>Arxiv</i> 2025 <span data-semantic-scholar-id=""></span></p> 518 <p class="mt-0 mb-0 small text-muted"></p> 519 520 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 521 522 523 <a target="_blank" href="https://arxiv.org/abs/2501.13707">[Paper]</a> 524 525 526 </p> 527 </div> 528 </div> 529 </div> 530 531</div> 532 533 </div> 534 535 536 <h2 class="pt-4" id="year-2024">2024</h2> 537 <div class="my-0 p-0 bg-white shadow-sm rounded-xl"> 538 539 540<div class="d-none d-md-block"> 541 <div class="row no-gutters border-gray"> 542 <div class="col-md-3 col-xl-2 mb-md-0 p-md-3"><img data-src="/assets/images/covers/2024-IJCV.png" alt="Multi-source-free Domain Adaptive Object Detection" class="lazy w-100 rounded-sm" src="/assets/images/empty_300x200.png" loading="lazy"></div> 543 <div class="col-md-9 col-xl-10 p-3 pl-md-0"> 544 <h5 class="mt-0 mb-1 font-weight-normal">Multi-source-free Domain Adaptive Object Detection</h5> 545 <p class="mt-0 mb-0 small"><span class="text-body"> 546 Sicheng Zhao*, </span><span class="text-body"> 547 <strong>Huizai Yao*</strong>, </span><span class="text-body"> 548 Chuang Lin*, </span><span class="text-body"> 549 Yue Gao, </span><span class="text-body"> 550 Guiguang Ding</span> 551<mark>(* <i> equal contribution</i>)</mark></p> 552 <p class="mt-0 mb-0 small"><i>International Journal of Computer Vision (IJCV)</i> 2024 <span data-semantic-scholar-id=""></span></p> 553 <p class="mt-0 mb-0 small text-muted"></p> 554 555 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 556 557 558 <a target="_blank" href="https://link.springer.com/article/10.1007/s11263-024-02170-z">[Paper]</a> 559 560 561 </p> 562 563 </div> 564 </div> 565</div> 566 567<div class="row no-gutters d-md-none border-gray rounded-xl-top rounded-xl-bottom lazy" data-src="/assets/images/covers/2024-IJCV.png"> 568 <div class="w-100 rounded-xl-top rounded-xl-bottom" style="background-color: rgba(255,255,255,0.9);"> 569 <div class="d-flex align-items-start flex-column py-3 px-4"> 570 <div class="mb-auto"></div> 571 <div> 572 <h5 class="mt-0 mb-1 font-weight-normal">Multi-source-free Domain Adaptive Object Detection</h5> 573 <p class="mt-0 mb-0 small"><span class="text-body"> 574 Sicheng Zhao*, </span><span class="text-body"> 575 <strong>Huizai Yao*</strong>, </span><span class="text-body"> 576 Chuang Lin*, </span><span class="text-body"> 577 Yue Gao, </span><span class="text-body"> 578 Guiguang Ding</span> 579<mark>(* <i> equal contribution</i>)</mark></p> 580 <p class="mt-0 mb-0 small"><i>International Journal of Computer Vision (IJCV)</i> 2024 <span data-semantic-scholar-id=""></span></p> 581 <p class="mt-0 mb-0 small text-muted"></p> 582 583 <p class="small pb-0 mb-0 lh-125 text-muted abstract-links"> 584 585 586 <a target="_blank" href="https://link.springer.com/article/10.1007/s11263-024-02170-z">[Paper]</a> 587 588 589 </p> 590 </div> 591 </div> 592 </div> 593 594</div> 595 596 </div> 597 598 </div> 599 600 <div class="col-2 d-none d-lg-block"> 601 <div id="navbar-year" class="nav nav-pills flex-column 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