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78 79 80<!-- end custom head snippets --> 81 82 </head> 83 84 <body> 85 86 <!--[if lt IE 9]> 87<div class="notice--danger align-center" style="margin: 0;">You are using an <strong>outdated</strong> browser. Please <a href="http://browsehappy.com/">upgrade your browser</a> to improve your experience.</div> 88<![endif]--> 89 <div class="masthead"> 90 <div class="masthead__inner-wrap"> 91 <div class="masthead__menu"> 92 <nav id="site-nav" class="greedy-nav"> 93 <button><div class="navicon"></div></button> 94 <ul class="visible-links"> 95 <li class="masthead__menu-item masthead__menu-item--lg masthead__menu-home-item"><a href="#about-me">Homepage</a></li> 96 97 <li class="masthead__menu-item"><a href="/#about-me">About Me</a></li> 98 99 <li class="masthead__menu-item"><a href="/#-news">News</a></li> 100 101 <li class="masthead__menu-item"><a href="/#-educations">Educations</a></li> 102 103 <li class="masthead__menu-item"><a href="/#-experiences">Experiences</a></li> 104 105 <li class="masthead__menu-item"><a href="/#-publications">Publications</a></li> 106 107 <li class="masthead__menu-item"><a href="/#-honors-and-awards">Honors and Awards</a></li> 108 109 <li class="masthead__menu-item"><a href="/#-services">Services</a></li> 110 111 </ul> 112 <ul class="hidden-links hidden"></ul> 113 </nav> 114 </div> 115 </div> 116</div> 117 118 <div id="main" role="main"> 119 120 <div class="sidebar sticky"> 121 122 123<div itemscope itemtype="http://schema.org/Person" class="profile_box"> 124 125 <div class="author__avatar"> 126 <img src="images/android-chrome-512x512.png" class="author__avatar" alt="Lin Chen (éæ)"> 127 </div> 128 129 <div class="author__content"> 130 <h3 class="author__name">Lin Chen (éæ)</h3> 131 <p class="author__bio">PhD Student at CASIA</p> 132 </div> 133 134 <div class="author__urls-wrapper"> 135 <!-- <button class="btn btn--inverse">More Info & Contact</button> --> 136 <ul class="author__urls social-icons"> 137 138 <li><div style="white-space: normal; margin-bottom: 1em;">Multimodal Learning; Computer Vision</div></li> 139 140 141 <li><i class="fa fa-fw fa-map-marker" aria-hidden="true"></i> Beijing, China</li> 142 143 144 145 146 <li><a href="mailto:[email protected]"><i class="fas fa-fw fa-envelope" aria-hidden="true"></i> Email</a></li> 147 148 149 150 151 152 153 154 155 156 157 158 159 160 <li><a href="https://github.com/lchen1019"><i class="fab fa-fw fa-github" aria-hidden="true"></i> Github</a></li> 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 <li><a href="https://scholar.google.com.hk/citations?user=b4GKcAsAAAAJ"><i class="fas fa-fw fa-graduation-cap"></i> Google Scholar</a></li> 176 177 178 179 <li><a href="https://orcid.org/0000-0001-6965-1459"><i class="ai ai-orcid-square ai-fw"></i> ORCID</a></li> 180 181 182 183 184 <li><a href="https://www.zhihu.com/people/tian-shui-76-25"><i class="fa fa-paperclip" aria-hidden="true"></i> blog</a></li> 185 186 187 </ul> 188 <div class="author__urls_sm"> 189 190 191 <a href="mailto:[email protected]"><i class="fas fa-fw fa-envelope" aria-hidden="true"></i></a> 192 193 194 195 196 197 198 199 200 201 202 203 204 205 <a href="https://github.com/lchen1019"><i class="fab fa-fw fa-github" aria-hidden="true"></i></a> 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 <a href="https://scholar.google.com.hk/citations?user=b4GKcAsAAAAJ"><i class="fas fa-fw fa-graduation-cap"></i></a> 221 222 223 224 <a href="https://orcid.org/0000-0001-6965-1459"><i class="ai ai-orcid-square ai-fw"></i></a> 225 226 227 228 229 <a href="https://www.zhihu.com/people/tian-shui-76-25"><i class="fa fa-paperclip" aria-hidden="true"></i></a> 230 231 232 </div> 233 </div> 234</div> 235 236 237 </div> 238 239 240 <article class="page" itemscope itemtype="http://schema.org/CreativeWork"> 241 <meta itemprop="headline" content=""> 242 <div class="page__inner-wrap"> 243 <section class="page__content" itemprop="text"> 244 245<p><span class="anchor" id="about-me"></span></p> 246 247<p>ð Hi! Iâm Lin Chen, an academic capybara on the journey to the world of Artificial General Intelligence (AGI).</p> 248 249<p>ð± Iâm currently a PhD Student at Institute of Automation, Chinese Academy of Sciences (CASIA), advised by <a href="https://scholar.google.com/citations?hl=zh-CN&user=0ggsACEAAAAJ">Prof. Shiming Xiang</a>. Prior to that, I received my bachelor degree from Shandong University in 2024.</p> 250 251<p>ð My primary research interests include open-world computer vision and multimodal learning.</p> 252 253<p>â You can contact me with [email protected].</p> 254 255<p><span class="anchor" id="news"></span></p> 256
257<h1 id="-news">ð¥ News</h1> 258<ul> 259 <li><strong>2026.06</strong> <a href="https://arxiv.org/pdf/2603.10863">DIPE</a> is accepted by ECCV 2026!</li> 260 <li><strong>2026.05</strong> <a href="https://arxiv.org/pdf/2602.09483">Align-TI</a> is accepted by ICML 2026!</li> 261 <li><strong>2026.02</strong> I write two Chinese blog about on-policy distillation, which are widely reposted. (<a href="https://mp.weixin.qq.com/s/96RnoxsJogqeWGejjH8V9g">éç¨AI</a>, <a href="https://mp.weixin.qq.com/s/tNwZiCPz9S9h2oTCxR8G6w">éç¨AI</a>, <a href="https://mp.weixin.qq.com/s/CJCBa_SmHedYVLUPQn6NRQ">æºç©ç©AI</a>, <a href="https://mp.weixin.qq.com/s/17bt5y8rC1HWXZpCWiMS-Q">ä¸å¸å 大模å</a>)</li> 262 <li><strong>2025.11</strong> Two papers for Open-Vocabulary Semantic Segmentation are accepted!</li> 263 <li><strong>2025.07</strong> <a href="https://arxiv.org/pdf/2507.12901">Agentar-DeepFinace-100K</a> is released!</li> 264</ul> 265 266<p><span class="anchor" id="educations"></span></p> 267 268<h1 id="-educations">ð Educations</h1> 269<ul> 270 <li><strong>2024.09 - Now</strong>, PhD, Institute of Automation, Chinese Academy of Sciences, Beijing.</li> 271 <li><strong>2020.09 - 2024.07</strong>, Bachelor, School of Software, Shandong University, Jinan.</li> 272 <li><strong>2017.05 - 2020.07</strong>, Huanggang High School of Hubei Province.</li> 273</ul> 274 275<p><span class="anchor" id="experiences"></span></p> 276 277<h1 id="-experiences">ð» Experiences</h1> 278<ul> 279 <li><strong>2025.12 - Now</strong> Research Intern@Tencent Hunyuan Team</li> 280 <li><strong>2024.12 - 2025.11</strong> Research Intern@Ant Group</li> 281</ul> 282 283<p><span class="anchor" id="publications"></span></p> 284 285<h1 id="-publications">ð Publications</h1> 286<table border="0" width="100%"> 287 <tbody> 288 <tr> 289 <td> 290 <div align="center"> 291 <img width="200" style="padding: 0pt 10pt 0pt 0pt" src="papers/dipe/framework.png" alt="" /> 292 </div> 293 </td> 294 <td> 295 <font style="line-height: 180%; font-weight: bold">Beyond Sequential Distance: Inter-Modal Distance Invariant Position Encoding</font> 296 <br /> 297 <strong style="color: #0056b3; text-decoration: underline; text-decoration-thickness: 1px; text-underline-offset: 3px;">Lin Chen</strong>, Bolin Ni, Qi Yang, Zili Wang, Kun Ding, Ying Wang, Houwen Peng, Shiming Xiang 298 <br /> 299 <em>ECCV</em>, 2026. 300 [<a href="https://arxiv.org/pdf/2603.10863" target="_blank">Paper</a>] 301 [<a href="https://github.com/lchen1019/DIPE" target="_blank">Github</a>] 302 </td> 303 </tr> 304 <tr> 305 <td> 306 <div align="center"> 307 <img width="200" style="padding: 0pt 10pt 0pt 0pt" src="papers/align-ti/framework.png" alt="" /> 308 </div> 309 </td> 310 <td> 311 <font style="line-height: 180%; font-weight: bold">Beyond Next-Token Alignment: Distilling Multimodal Large Language Models via Token Interactions</font> 312 <br /> 313 <strong style="color: #0056b3; text-decoration: underline; text-decoration-thickness: 1px; text-underline-offset: 3px;">Lin Chen</strong>, Xiaoke Zhao, Kun Ding, Weiwei Feng, Changtao Miao, Zili Wang, Wenxuan Guo, Ying Wang, Kaiyuan Zheng, Bo Zhang, Zhe Li, Shiming Xiang 314 <br /> 315 <em>ICML</em>, 2026. 316 [<a href="http://arxiv.org/abs/2602.09483" target="_blank">Paper</a>] 317 [<a href="https://github.com/lchen1019/Align-TI" target="_blank">Github</a>] 318 [<a href="https://huggingface.co/collections/lchen1019/align-ti" target="_blank">Hugging Face</a>] 319 </td> 320 </tr> 321 <tr> 322 <td> 323 <div align="center"> 324 <img width="200" style="padding: 0pt 10pt 0pt 0pt" src="papers/deepfinance/framework.png" alt="" /> 325 </div> 326 </td> 327 <td> 328 <font style="line-height: 180%; font-weight: bold">Agentar-DeepFinance-100K: A Large-Scale Financial Dataset via Systematic Chain-of-Thought Synthesis Optimization</font> 329 <br /> 330 Xiaoke Zhao*, Zhaowen Zhou*, <strong style="color: #0056b3; text-decoration: underline; text-decoration-thickness: 1px; text-underline-offset: 3px;">Lin Chen*</strong>, Lihong Wang, Zhiyi Huang, Kaiyuan Zheng, Yanjun Zheng, Xiyang Du, Longfei Liao, Jiawei Liu, Xiang Qi, Bo Zhang, Peng Zhang, Wei Wang, Zhe Li 331 <br /> 332 <em>Technical Report</em>, 2025. 333 [<a href="https://arxiv.org/pdf/2507.12901" target="_blank">Paper</a>] 334 [<a href="https://github.com/antgroup/Agentar-DeepFinance-100K" target="_blank">Github</a>] 335 [<a href="https://huggingface.co/datasets/antgroup/Agentar-DeepFinance-100K" target="_blank">Hugging Face</a>] 336 </td> 337 </tr> 338 <tr> 339 <td> 340 <div align="center"> 341 <img width="200" style="padding: 0pt 10pt 0pt 0pt" src="papers/sam-mi/framework.png" alt="" /> 342 </div> 343 </td> 344 <td> 345 <font style="line-height: 180%; font-weight: bold">SAM-MI: A Mask-Injected Framework for Enhancing Open-Vocabulary Semantic Segmentation with SAM</font> 346 <br /> 347 <strong style="color: #0056b3; text-decoration: underline; text-decoration-thickness: 1px; text-underline-offset: 3px;">Lin Chen</strong>, Yingjian Zhu, Qi Yang, Xin Niu, Kun Ding, Shiming Xiang 348 <br /> 349 <em>
349Machine Intelligence Research</em>, 2025. 350 [<a href="https://arxiv.org/pdf/2511.20027" target="_blank">Paper</a>] 351 </td> 352 </tr> 353 <tr> 354 <td> 355 <div align="center"> 356 <img width="200" style="padding: 0pt 10pt 0pt 0pt" src="papers/err-seg/framework.png" alt="" /> 357 </div> 358 </td> 359 <td> 360 <font style="line-height: 180%; font-weight: bold">Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation</font> 361 <br /> 362 <strong style="color: #0056b3; text-decoration: underline; text-decoration-thickness: 1px; text-underline-offset: 3px;">Lin Chen</strong>, Qi Yang, Kun Ding, Zhihao Li, Gang Shen, Fei Li, Qiyuan Cao, Shiming Xiang 363 <br /> 364 <em>Neurocomputing</em>, 2025. 365 [<a href="https://arxiv.org/pdf/2501.17642" target="_blank">Paper</a>] 366 [<a href="http://clqwq.press/ERR-Seg/" target="_blank">Projector Page</a>] 367 [<a href="https://github.com/lchen1019/ERR-Seg" target="_blank">Code</a>] 368 [<a href="https://huggingface.co/lchen1019/ERR-Seg" target="_blank">Hugging Face</a>] 369 </td> 370 </tr> 371 </tbody> 372</table> 373 374<p><span class="anchor" id="honors-and-awards"></span></p> 375 376<h1 id="-honors-and-awards">ð Honors and Awards</h1> 377<ul> 378 <li><strong>2024.07</strong> Shandong University Outstanding Graduate</li> 379 <li><strong>2022.11</strong> 2nd National Prize in Contemporary Undergraduate Mathematical Contest in Modeling <a href="https://www.mcm.edu.cn/">(CUMCM)</a>.</li> 380 <li><strong>2021.11</strong> 1st National Prize in Chinese Mathematics Competitions <a href="http://www.cmathc.cn/">(CMC)</a>.</li> 381 <li><strong>2021.10</strong> National Scholarship (Undergraduate)</li> 382</ul> 383 384<p><span class="anchor" id="services"></span></p> 385 386<h1 id="-services">ð Services</h1> 387<ul> 388 <li>Reviewer for: TCSVT, TMM</li> 389</ul> 390
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