🎓 About Me
I am currently a master’s student at the School of Artificial Intelligence, University of Chinese Academy of Sciences. My research interests mainly focus on reinforcement learning, multimodal large‑language models, 3D generative AI, and embodied intelligence.
Before joining UCAS, I received my Bachelor of Management degree from China University of Mining & Technology, Beijing.
🔥 News
- 2026.08: One paper (UniCSG) accepted by ECCV 2026.
📝 Publications

📄 Pre‑Prints

RoleMotion: A Large‑Scale Dataset towards Robust Scene‑Specific Role‑Playing Motion Synthesis with Fine‑grained Descriptions [Paper]
Junran Peng, Yiheng Huang, Silei Shen*, Zeji Wei, Jingwei Yang, Baojie Wang, Yonghao He, Chuanchen Luo, Man Zhang, Xucheng Yin, Wei Sui†

SIG‑Chat: Spatial Intent‑Guided Conversational Gesture Generation Involving How, When and Where [Paper]
Yiheng Huang∗, Junran Peng∗†, Silei Shen, Jingwei Yang, Zeji Wei, Chencheng Bai, Yonghao He, Wei Sui, Muyi Sun, Yan Liu, Xucheng Yin, Man Zhang, Zhaoxiang Zhang, Chuanchen Luo
📖 Experiences
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M.E. in the School of Artificial Intelligence, University of Chinese Academy of Sciences Date: 2026.09 ~ 2029.07
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Bachelor of Management, School of Management, China University of Mining & Technology, Beijing Date: 2022.09 ~ 2026.07