Exact O(N2) Hyper-Parameter Optimization for Gaussian Process Regression. - Linning Xu; Yijue Dai; Jiawei Zhang 007; Ceyao Zhang; Feng Yin (MLSP, 2020)

MetaLoc: Learning to Learn Indoor RSS Fingerprinting Localization over Multiple Scenarios. - Jun Gao; Ceyao Zhang; Qinglei Kong; Feng Yin; Lexi Xu; Kai Niu 001 (ICC, 2022)

Heterogeneous Value Evaluation for Large Language Models. - Zhaowei Zhang; Nian Liu; Siyuan Qi; Ceyao Zhang; Ziqi Rong; Song-Chun Zhu; Shuguang Cui; Yaodong Yang 001 (CoRR, 2023)

MetaGPT: Meta Programming for Multi-Agent Collaborative Framework. - Sirui Hong; Xiawu Zheng; Jonathan Chen; Yuheng Cheng; Jinlin Wang; Ceyao Zhang; Zili Wang; Steven Ka Shing Yau; Zijuan Lin; Liyang Zhou; Chenyu Ran; Lingfeng Xiao; et al. (CoRR, 2023)

ProAgent: Building Proactive Cooperative AI with Large Language Models. - Ceyao Zhang; Kaijie Yang; Siyi Hu; Zihao Wang; Guanghe Li; Yihang Sun; Cheng Zhang; Zhaowei Zhang; Anji Liu; Song-Chun Zhu; Xiaojun Chang; Junge Zhang; et al. (CoRR, 2023)

Data-adaptive M-estimators for robust regression via bi-level optimization. - Ceyao Zhang; Tianjian Zhang; Feng Yin; Abdelhak M. Zoubir (Signal Process., 2023)

ProAgent: Building Proactive Cooperative Agents with Large Language Models. - Ceyao Zhang; Kaijie Yang; Siyi Hu; Zihao Wang; Guanghe Li; Yihang Sun; Cheng Zhang; Zhaowei Zhang; Anji Liu; Song-Chun Zhu; Xiaojun Chang; Junge Zhang; et al. (AAAI, 2024)

MetaGPT: Meta Programming for A Multi-Agent Collaborative Framework. - Sirui Hong; Mingchen Zhuge; Jonathan Chen; Xiawu Zheng; Yuheng Cheng; Jinlin Wang; Ceyao Zhang; Zili Wang; Steven Ka Shing Yau; Zijuan Lin; Liyang Zhou; Chenyu Ran; et al. (ICLR, 2024)

OmniJARVIS: Unified Vision-Language-Action Tokenization Enables Open-World Instruction Following Agents. - Zihao Wang; Shaofei Cai; Zhancun Mu; Haowei Lin; Ceyao Zhang; Xuejie Liu; Qing Li 003; Anji Liu; Xiaojian (Shawn) Ma; Yitao Liang (NeurIPS, 2024)

Exploring Large Language Model based Intelligent Agents: Definitions, Methods, and Prospects. - Yuheng Cheng; Ceyao Zhang; Zhengwen Zhang; Xiangrui Meng; Sirui Hong; Wenhao Li 001; Zihao Wang; Zekai Wang; Feng Yin; Junhua Zhao 001; Xiuqiang He 001 (CoRR, 2024)

Inverse Design of Photonic Crystal Surface Emitting Lasers is a Sequence Modeling Problem. - Ceyao Zhang; Renjie Li; Cheng Zhang; Zhaoyu Zhang; Feng Yin (CoRR, 2024)

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning. - Yizhou Chi; Yizhang Lin; Sirui Hong; Duyi Pan; Yaying Fei; Guanghao Mei; Bangbang Liu; Tianqi Pang; Jacky Kwok; Ceyao Zhang; Bang Liu; Chenglin Wu (CoRR, 2024)

Data Interpreter: An LLM Agent for Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Ceyao Zhang; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; et al. (ACL (Findings), 2025)

Heterogeneous Value Alignment Evaluation for Large Language Models. - Zhaowei Zhang; Ceyao Zhang; Nian Liu; Siyuan Qi; Ziqi Rong; Song-Chun Zhu; Yaodong Yang 001 (AGI (2), 2025)

DexGraspVLA: A Vision-Language-Action Framework Towards General Dexterous Grasping. - Yifan Zhong; Xuchuan Huang; Ruochong Li; Ceyao Zhang; Yitao Liang; Yaodong Yang 001; Yuanpei Chen (CoRR, 2025)