Hi! I’m Zhouzhou Shen, a master’s student at AI4GC Lab, Zhejiang University, advised by Prof. Shengyu Zhang.

My research focuses on computer-using agents, such as building web agents that can anticipate, verify, and correct their actions with world models, making interactive automation more reliable in real web environments.

Education

• M.S. in Computer Technology, Zhejiang University, 2025 - present
• B.S. in Computer Science and Technology, Southeast University, 2021 - 2025

Research Interests

• Computer-using agents - Web agents that reason about interactive environments and recover from incorrect or uncertain actions.

Open-source Projects

• Video Production Buddy - An open-source AI video production assistant that turns general-purpose agents into video production experts, with brief clarification, proposal gates, asset generation, composition, and review before expensive generation runs. GitHub

Selected Papers

• Zhouzhou Shen^*, Xueyu Hu^*, Xiyun Li, Tianqing Fang, Juncheng Li, and Shengyu Zhang. “World-Model-Augmented Web Agents with Action Correction.” arXiv, 2026. Paper
• Kunxi Li^*, Zhonghua Jiang^*, Zhouzhou Shen, Zhaode Wang, Chengfei Lv, Shengyu Zhang, Fan Wu, and Fei Wu. “MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference.” ACL, 2025. Paper

^* Co-first authors with equal contribution.