Zeyu Zhang is currently a Ph.D. student at Gaoling School of Artificial Intelligence, Renmin University of China under the supervision of Prof. Xu Chen in AI Engine Lab. His research fields include LLM-based agent (especially memory), causal discovery and recommender systems.
Email: zeyuzhang at ruc.edu.cn
Google Scholar
Github Page
2024-04 We have released a survey paper on "Memory Mechanism of LLM-based Agent".
2023-12 Attend NeurIPS 2023 Conference in New Orleans, Louisiana, USA.
2023-09 One paper has been accepted by NeurIPS 2023 about causal discovery.
2023-09 We have released a paper of "RecAgent" about LLM-based agent and recommender systems.
2023-08 We have released a survey paper on "LLM-based Autonomous Agent".
2023-08 Receive Award of Excellence in Starts of Tomorrow Internship Program in Microsoft Research Asia.
2023-06 One paper has been accepted by RecSys 2023 about recommender systems.
2023-05 One paper has been accepted by KDD 2023 about recommender systems.
2023-04 One paper has been accepted by SIGIR 2023 about recommender systems.
A Survey on the Memory Mechanism of Large Language Model based Agents
Zeyu Zhang, Xiaohe Bo, Chen Ma, Rui Li, Xu Chen, Quanyu Dai, Jieming Zhu, Zhenhua Dong, Ji-Rong Wen
arXiv
[Paper] [Github]
Bayesian Active Causal Discovery with Multi-Fidelity Experiments
Zeyu Zhang, Chaozhuo Li, Xu Chen, Xing Xie
NeurIPS 2023 Research Paper (CCF-A)
[Paper] [Code]
Hierarchical Invariant Learning for Domain Generalization Recommendation
Zeyu Zhang, Heyang Gao, Hao Yang, Xu Chen
KDD 2023 Research Paper (CCF-A)
[Paper] [Code]
Invited Program Committee Member of RecSys 2024.
Invited Reviewer for IEEE Transactions on Knowledge and Data Engineering (TKDE).
Invited Program Committee Member of IJCNLP-AACL 2023, 2022.
2023.4 - 2023.7 Microsoft Research Asia Research Intern
2024.2 - Now Huawei Noah’s Ark Lab Research Intern (Program Cooperation)
Award of Excellence in Starts of Tomorrow Internship Program, 2023, Microsoft Research Asia
CCF优秀大学生奖, 2021, 中国计算机学会.
山东大学校长奖(最高荣誉), 2021, 山东大学.
国家奖学金, 2019 & 2020 & 2021(连续三年), 中华人民共和国教育部.
NOIP提高组一等奖, 2016, 中国计算机学会.