Zhendong Chu (储振东)
Affiliations University of Virginia
800 Bellevue Way NE
Bellevue, WA 98004
I obtained my Ph.D. in Computer Science from the University of Virginia, under the supervision of Prof. Hongning Wang. Prior to joining the UVa, I obtained my bachelor degree from the School of Computer Science at Fudan University, where I worked closely with Prof. Shanfeng Zhu and Prof. Yanghua Xiao.
My current research interests focus on LLM personalization (e.g., personalized fine-tuning and user profiling) and Multimodal Large Reasoning Models (Deepseek-R1-like models). Previously, I have conducted extensive research in areas including Conversational Recommendation Systems, Meta-Reinforcement Learning, Weakly-Supervised Learning, and other key topics in machine learning.
I am open to collaborating on research projects, feel free to email me if you think our interests align.selected publications
- EMNLPSkillBrew: Multi-Objective Curation of Skill Banks for LLM AgentsIn Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026
- EMNLPRecToolBench: Benchmarking Recommendation-Specific Tool Orchestration under Fuzzy User IntentIn Findings of the Association for Computational Linguistics: EMNLP 2026, 2026
- AAAIMeta-reinforcement learning via exploratory task clusteringIn Proceedings of the AAAI Conference on Artificial Intelligence, 2024
- NeurIPSMulti-objective intrinsic reward learning for conversational recommender systemsAdvances in Neural Information Processing Systems, 2023