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Wenjun Liu I am currently a first-year MS student in Computer Science at the University of Massachusetts Amherst. I received my bachelor's degree from Tsinghua University. My research interests are LLM Reasoning and Planning, Multimodal Foundation Model, and Computer Vision. |
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Research( * denotes equal contribution) |
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ARMAP: Scaling Autonomous Agents via Automatic Reward Modeling And Planning
Zhenfang Chen*, Delin Chen*, Rui Sun*, Wenjun Liu*, Chuang Gan ICLR, 2025 project page / arXiv An automated framework to learn reward models from environmental interactions without human annotations, significantly improving large language model agents' performance in complex, multi-step decision-making tasks. |
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GENOME: Generative Neuro-Symbolic Visual Reasoning by Growing and Reusing Modules
Zhenfang Chen*, Rui Sun*, Wenjun Liu*, Yining Hong, Chuang Gan ICLR, 2024 project page / arXiv A generative neuro-symbolic visual reasoning model that leverages LLMs to iteratively build, reuse, and refine modular code components, enabling efficient transferability, transparency, and strong performance on visual reasoning tasks. |
Educations
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MiscI was a competitive programmer in Olympiad in Informatics. I'm a silver medalist at CNOI (National Olympiad in Informatics, China), and a Grandmaster at Codeforces. I enjoy reading — especially science fiction, wuxia novels, and detective fiction — as well as traveling and exploring the wonders of astronomy. |
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Website adapated from Jon Barron. |