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<h1 class="Header__Title">About me</h1>
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<span class="DateTagBar__Item DateTagBar__Date">Posted on Sat, Jan 31, 2026</span>
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<article id="https://www.notion.so/962db3a37ba549469b791b5bf14a1a9d" class="PageRoot"><h1 id="https://www.notion.so/61c2502cf1904549b7e7a9711614bcee" class="ColorfulBlock ColorfulBlock--ColorDefault Heading Heading--1"><a class="Anchor" href="#https://www.notion.so/61c2502cf1904549b7e7a9711614bcee"><svg width="16" height="16" viewBox="0 0 16 16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a><span class="SemanticStringArray"><span class="SemanticString">Hello! 👋</span></span></h1><div id="https://www.notion.so/cb8e460009664c1289ebc6f668e26622" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString">I am Heyang Gao, a third-year Ph.D. student at </span><span class="SemanticString"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="http://ai.ruc.edu.cn/english/">Gaoling School of Artificial Intelligence</a></span><span class="SemanticString">, </span><span class="SemanticString"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://en.ruc.edu.cn/">Renmin University of China</a></span><span class="SemanticString">, advised by </span><span class="SemanticString"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://scholar.google.com/citations?user=loPoqy0AAAAJ">Prof. Xu Chen</a></span><span class="SemanticString">. I received my Bachelor’s degree in Computer Science and Technology in Beijing University of Posts and Telecommunications. I am interested in causal discovery and LLM-based agent.</span></span></p></div><h2 id="https://www.notion.so/2f9e7b25494180ba8265ff9317b7bfc9" class="ColorfulBlock ColorfulBlock--ColorDefault Heading Heading--2"><a class="Anchor" href="#https://www.notion.so/2f9e7b25494180ba8265ff9317b7bfc9"><svg width="16" height="16" viewBox="0 0 16 16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a><span class="SemanticStringArray"><span class="SemanticString">🎓 Education</span></span></h2><ul class="BulletedListWrapper"><li id="https://www.notion.so/2f9e7b25494180b5a530f6568f6fd92b" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">2023 - Present </strong></span><span class="SemanticString"> Renmin Univ. of China </span><span class="SemanticString"><em class="SemanticString__Fragment SemanticString__Fragment--Italic"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Ph.D. student</strong></em></span></span></li><li id="https://www.notion.so/2f9e7b2549418087867eee6b5f5a518d" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">2019 - 2023 </strong></span><span class="SemanticString"> Beijing Univ. of Posts and Telecomm. </span><span class="SemanticString"><em class="SemanticString__Fragment SemanticString__Fragment--Italic"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Undergrad. student</strong></em></span></span></li></ul><h2 id="https://www.notion.so/2f9e7b25494180c69032c0582e74cd01" class="ColorfulBlock ColorfulBlock--ColorDefault Heading Heading--2"><a class="Anchor" href="#https://www.notion.so/2f9e7b25494180c69032c0582e74cd01"><svg width="16" height="16" viewBox="0 0 16 16"><path fill-rule="evenodd" d="M4 9h1v1H4c-1.5 0-3-1.69-3-3.5S2.55 3 4 3h4c1.45 0 3 1.69 3 3.5 0 1.41-.91 2.72-2 3.25V8.59c.58-.45 1-1.27 1-2.09C10 5.22 8.98 4 8 4H4c-.98 0-2 1.22-2 2.5S3 9 4 9zm9-3h-1v1h1c1 0 2 1.22 2 2.5S13.98 12 13 12H9c-.98 0-2-1.22-2-2.5 0-.83.42-1.64 1-2.09V6.25c-1.09.53-2 1.84-2 3.25C6 11.31 7.55 13 9 13h4c1.45 0 3-1.69 3-3.5S14.5 6 13 6z"></path></svg></a><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault">📄 Publications</mark></span></span></h2><ul class="BulletedListWrapper"><li id="https://www.notion.so/2f9e7b25494180139a79d969ecabe2d6" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Solving the Granularity Mismatch: Hierarchical Preference Learning for Long-Horizon LLM Agents</strong></mark></mark></span></span><div id="https://www.notion.so/2f9e7b254941800d9b3bd44d10a60a3e" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Heyang Gao</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">, Zexu Sun, Erxue Min, Hengyi Cai, Shuaiqiang Wang, Dawei Yin, Xu Chen</mark></span></span></p></div><div id="https://www.notion.so/2f9e7b25494180489cc0f99ecd85b93d" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault">In </mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">ICLR 2026</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault">.</mark></span><span class="SemanticString"> </span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorBlue"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://arxiv.org/abs/2510.03253">[paper]</a></mark></span></span></p></div></li><li id="https://www.notion.so/2f9e7b254941803a9a33efc1284c957a" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Policy-Based Bayesian Active Causal Discovery with Deep Reinforcement Learning</strong></span></span><div id="https://www.notion.so/2f9e7b2549418068a900e2feb4dc5dfd" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Heyang Gao</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">, Zexu Sun, Hao Yang, Xu Chen</mark></span></span></p></div><div id="https://www.notion.so/2f9e7b254941806b8b1ffabd6ffebc55" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault">In </mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">KDD 2024</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault">.</mark></span><span class="SemanticString"> </span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorBlue"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://dl.acm.org/doi/abs/10.1145/3637528.3671705">[paper]</a></mark></span></span></p></div></li><li id="https://www.notion.so/2f9e7b254941809da742d90cb99a8a03" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">GenSim: A General Social Simulation Platform with Large Language Model based Agents</strong></span></span><div id="https://www.notion.so/2f9e7b254941806a8882fd9fbde9f8c3" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">Jiakai Tang, </mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Heyang Gao</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">, Xuchen Pan, Lei Wang, Haoran Tan, Dawei Gao, Yushuo Chen, Xu Chen, Yankai Lin, Yaliang Li, Bolin Ding, Jingren Zhou, Jun Wang, Ji-Rong Wen</mark></span></span></p></div><div id="https://www.notion.so/2f9e7b254941807aa1c2eb0bb29e6ad3" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString">In </span><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">NAACL 2025</strong></span><span class="SemanticString"> (Demo Track). </span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorBlue"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://aclanthology.org/2025.naacl-demo.15/">[paper]</a></mark></span></span></p></div></li><li id="https://www.notion.so/2f9e7b25494180cfb833c568b28fcf1b" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Yulan-onesim: Towards the next generation of social simulator with large language models</strong></span></span><div id="https://www.notion.so/2f9e7b2549418079967bcf47d2d6ff8f" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">Lei Wang, </mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Heyang Gao</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">, Xiaohe Bo, Xu Chen, Ji-Rong Wen</mark></span></span></p></div><div id="https://www.notion.so/2f9e7b254941808c9f2ff7e7c695e11c" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString">In </span><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">NeurIPS 2025</strong></span><span class="SemanticString"> </span><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Workshop</strong></span><span class="SemanticString"> on Scaling Environments for Agents. </span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorBlue"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://openreview.net/forum?id=NCwXVDQB7e">[paper]</a></mark></span></span></p></div></li><li id="https://www.notion.so/2f9e7b2549418090be21fa0853804320" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Hierarchical Invariant Learning for Domain Generalization Recommendation</strong></span></span><div id="https://www.notion.so/2f9e7b25494180d194b0d27efbca098a" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">Zeyu Zhang, </mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Heyang Gao</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">, Hao Yang, Xu Chen</mark></span></span></p></div><div id="https://www.notion.so/2f9e7b25494180718f65dac4bcd411ba" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString">In </span><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">KDD 2023</strong></span><span class="SemanticString">. </span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorBlue"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://dl.acm.org/doi/abs/10.1145/3580305.3599377">[paper]</a></mark></span></span></p></div></li><li id="https://www.notion.so/2f9e7b25494180c292b0fffedc538a56" class="BulletedList"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Cog-Rethinker: Hierarchical Metacognitive Reinforcement Learning for LLM Reasoning</strong></span></span><div id="https://www.notion.so/2f9e7b2549418058a366f8cccf927b6f" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">Zexu Sun, Yongcheng Zeng, Erxue Min, </mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Heyang Gao</strong></mark></span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorGray">, Bokai Ji, Xu Chen</mark></span></span></p></div><div id="https://www.notion.so/2f9e7b25494180448b14ef4ebc249830" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">Preprint</strong></span><span class="SemanticString">. </span><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorBlue"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="https://arxiv.org/abs/2510.15979">[paper]</a></mark></span></span></p></div></li></ul><div id="https://www.notion.so/2f9e7b25494180e19014ee672fe6118b" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"></span></p></div><div id="https://www.notion.so/2f9e7b25494180af8af1f5706ce57d5b" class="Image Image--PageWidth"><figure><a href="/assets/notion/455a35111cd4d23541e64ebfd591b0f1cb74869d.jpeg"><img src="/assets/notion/455a35111cd4d23541e64ebfd591b0f1cb74869d.jpeg" style="width:100%"/></a><figcaption><span class="SemanticStringArray"><span class="SemanticString">@ 乌兰布统草原</span></span></figcaption></figure></div><div id="https://www.notion.so/2f9e7b254941809d80a2ca49122c4080" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"></span></p></div><div id="https://www.notion.so/0a49cb8ce626451fad39b71d35c0a578" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"><span class="SemanticString"><mark class="SemanticString__Fragment SemanticString__Fragment--HighlightedColor SemanticString__Fragment--ColorDefault"><strong class="SemanticString__Fragment SemanticString__Fragment--Bold">My email: </strong></mark></span><span class="SemanticString"><a class="SemanticString__Fragment SemanticString__Fragment--Link" href="mailto:gaoheyang1014@gmail.com">gaoheyang1014@gmail.com</a></span></span></p></div><div id="https://www.notion.so/492c5dc3ed0c4586a496b04f920dcd9b" class="ColorfulBlock ColorfulBlock--ColorDefault Text"><p class="Text__Content"><span class="SemanticStringArray"></span></p></div></article>
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