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<!DOCTYPE html PUBLIC "-//W3C//DTD XHTML 1.1//EN"
"http://www.w3.org/TR/xhtml11/DTD/xhtml11.dtd">
<html xmlns="http://www.w3.org/1999/xhtml" xml:lang="en">
<head>
<meta name="generator" content="jemdoc, see http://jemdoc.jaboc.net/" />
<meta http-equiv="Content-Type" content="text/html;charset=utf-8" />
<link rel="stylesheet" href="jemdoc.css" type="text/css" />
<title>Selected Publications</title>
</head>
<body>
<table summary="Table for page layout." id="tlayout">
<tr valign="top">
<td id="layout-menu">
<div class="menu-category">Yiping Wang</div>
<div class="menu-item"><a href="index.html">Home</a></div>
<div class="menu-item"><a href="pub.html" class="current">Publications</a></div>
<div class="menu-item"><a href="miscellaneous.html">Miscellaneous</a></div>
<div class="menu-item"><a href="fun.html">Fun</a></div>
<div class="menu-item"><a href="CV_YipingWang_phd.pdf">CV</a></div>
</td>
<td id="layout-content">
<div id="toptitle">
<h1>Publications</h1>
</div>
<p>For the comprehensive list, check out my <a href="https://scholar.google.com/citations?user=IuMFxFUAAAAJ&hl=en&oi=ao">Google Scholar</a> page. <br /></p>
<p><span class="preserve-space">(* denotes equal contribution or alphabetic ordering.)</span> <br /><br /></p>
<h1 style="color: black;">2025</h1>
<ul>
<li><p><a href="https://arxiv.org/abs/2412.16211">
Is Your World Simulator a Good Story Presenter? A Consecutive Events-Based Benchmark for Future Long Video Generation
</a>
<br>
<b>Yiping Wang</b>, Xuehai He, Kuan Wang, Luyao Ma, Jianwei Yang, Shuohang Wang, Simon Shaolei Du, Yelong Shen
<br>
<i>CVPR 2025</i>
<br>
<a href="https://arxiv.org/abs/2412.16211" style="color: #666666">[Arxiv]</a>
<a href="https://github.com/ypwang61/StoryEval" style="color: #666666">[Code]</a>
<a href="./pdfs/poster_storyEval_final.pdf", style="color: #666666">[Poster]</a>
<a href="https://x.com/ypwang61/status/1877079012742144276" style="color: #666666">[Twitter]</a>
<a href="https://ypwang61.github.io/project/StoryEval/" style="color: #666666">[Website]</a>
<!-- <br><br> -->
</p></li>
</ul>
<ul>
<li><p><a href="https://arxiv.org/abs/2409.18073">
Infer Human's Intentions Before Following Natural Language Instructions
</a>
<br>
Yanming Wan, Yue Wu, <b>Yiping Wang</b>, Jiayuan Mao, Natasha Jaques
<br>
<i>AAAI 2025</i>
<br>
<a href="https://arxiv.org/abs/2409.18073" style="color: #666666">[Arxiv]</a>
<a href="https://github.com/Simon-Wan/FISER" style="color: #666666">[Code]</a>
<a href="https://x.com/yanming_wan/status/1839495697521070268" style="color: #666666">[Twitter]</a>
<a href="https://sites.google.com/view/fiser-hmt/" style="color: #666666">[Website]</a>
<!-- <br><br> -->
</p></li>
</ul>
<h1 style="color: black;">2024</h1>
<ul>
<li><p><a href="https://arxiv.org/abs/2405.19547">
CLIPLoss and Norm-Based Data Selection Methods for Multimodal Contrastive Learning
</a>
<br>
<b>Yiping Wang</b>*, Yifang Chen*, Wendan Yan, Alex Fang, Wenjing Zhou, Kevin Jamieson, Simon Shaolei Du
<br>
<i> NeurIPS 2024 (<font color="red">Spotlight</font>)</i>
<br>
<a href="https://arxiv.org/abs/2405.19547" style="color: #666666">[Arxiv]</a>
<a href="https://github.com/ypwang61/negCLIPLoss_NormSim" style="color: #666666">[Code]</a>
<a href="./pdfs/Poster_negCLIPLoss_NormSim.pdf" style="color: #666666">[Poster]</a>
<a href="https://twitter.com/ypwang61/status/1798396572516151612" style="color: #666666">[Twitter]</a>
<a href="https://arxiv.org/abs/2402.02055" style="color: #666666">[Previous Versions]</a>
<!-- <br><br> -->
</p></li>
</ul>
<ul>
<li><p><a href="https://arxiv.org/abs/2310.00535">
JoMA: Demystifying Multilayer Transformers via JOint Dynamics of MLP and Attention
</a>
<br>
Yuandong Tian, <b>Yiping Wang</b>, Zhenyu Zhang, Beidi Chen, Simon Shaolei Du <br />
<i>ICLR 2024</i>
<br>
<a href="https://arxiv.org/abs/2310.00535" style="color: #666666">[Arxiv]</a>
<a href="https://twitter.com/tydsh/status/1709785496056930654" style="color: #666666">[Twitter]</a>
<!-- <br><br> -->
</p></li>
</ul>
<h1 style="color: black;">2023</h1>
<ul>
<li><p><a href="https://arxiv.org/abs/2305.16380">
Scan and Snap: Understanding Training Dynamics and Token Composition in 1-layer Transformer
</a>
<br>
Yuandong Tian, <b>Yiping Wang</b>, Beidi Chen, Simon Shaolei Du
<br>
<i>NeurIPS 2023</i>
(<font color="red">Oral presentation</font> @ ICML2023-HiDL)
<br>
<a href="https://arxiv.org/abs/2305.16380" style="color: #666666">[Arxiv]</a>
<a href="./pdfs/poster_scan_snap.pdf" style="color: #666666">[Poster]</a>
<a href="https://twitter.com/tydsh/status/1663611845603885056" style="color: #666666">[Twitter]</a>
<!-- <br><br> -->
</p></li>
</ul>
<ul>
<li><p><a href="https://arxiv.org/abs/2306.02556">
Improved Active Multi-Task Representation Learning via Lasso
</a>
<br>
<b>Yiping Wang</b>, Yifang Chen, Kevin Jamieson, Simon S. Du <br />
<i>ICML 2023</i>
<br>
<a href="https://arxiv.org/abs/2306.02556" style="color: #666666">[Arxiv]</a>
<!-- <br><br> -->
</p></li>
</ul>
<h1 style="color: black;">2022</h1>
<ul>
<li><p><a href="https://arxiv.org/abs/2210.05775">
C-Mixup: Improving Generalization in Regression
</a>
<br>
Huaxiu Yao*, <b>Yiping Wang</b>*, Linjun Zhang, James Zou, Chelsea Finn
<br>
<i>NeurIPS 2022</i>
<br>
<a href="https://arxiv.org/abs/2210.05775" style="color: #666666">[Arxiv]</a>
<a href="https://github.com/huaxiuyao/C-Mixup" style="color: #666666">[Code]</a>
<!-- <br><br> -->
</p></li>
</ul>
<h1 style="color: black;">Preprints</h1>
<ul>
<li><p><a href="https://arxiv.org/abs/2502.07832">
SHARP: Accelerating Language Model Inference by SHaring Adjacent layers with Recovery Parameters
</a>
<br>
<b>Yiping Wang</b>, Hanxian Huang, Yifang Chen, Jishen Zhao, Simon Shaolei Du, Yuandong Tian
<br>
<i>preprint</i>
<br>
<a href="https://arxiv.org/abs/2502.07832" style="color: #666666">[Arxiv]</a>
<!-- <a href="https://github.com/ypwang61/StoryEval" style="color: #666666">[Code]</a>
<a href="./pdfs/poster_storyEval_final.pdf", style="color: #666666">[Poster]</a>
<a href="https://x.com/ypwang61/status/1877079012742144276" style="color: #666666">[Twitter]</a>
<a href="https://ypwang61.github.io/project/StoryEval/" style="color: #666666">[Website]</a> -->
<!-- <br><br> -->
</p></li>
</ul>
</table>
</body>
</html>