Quantifying Similarity between Relations with Fact Distribution. - Weize Chen; Hao Zhu 006; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2019)

Cross-Sessions and Cross-Paradigms Analysis for the Problem of Brain-Computer Interface Inefficiency*. - Weize Chen; Gan Huang; Zhenxing Hu; Li Zhang 041; Linling Li; Zhen Liang; Zhiguo Zhang 001 (M2VIP, 2021)

Fully Hyperbolic Neural Networks. - Weize Chen; Xu Han 007; Yankai Lin; Hexu Zhao; Zhiyuan Liu 001; Peng Li 030; Maosong Sun 001; Jie Zhou 016 (ACL (1), 2022)

Cross-Lingual Contrastive Learning for Fine-Grained Entity Typing for Low-Resource Languages. - Xu Han 007; Yuqi Luo; Weize Chen; Zhiyuan Liu 001; Maosong Sun 001; Botong Zhou; Fei Hao; Suncong Zheng (ACL (1), 2022)

Exploring Mode Connectivity for Pre-trained Language Models. - Yujia Qin; Cheng Qian 008; Jing Yi; Weize Chen; Yankai Lin; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP, 2022)

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Parameter-Efficient Tuning. - Jing Yi; Weize Chen; Yujia Qin; Yankai Lin; Ning Ding 002; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (Findings), 2022)

GACT: Activation Compressed Training for Generic Network Architectures. - Xiaoxuan Liu; Lianmin Zheng; Dequan Wang; Yukuo Cen; Weize Chen; Xu Han 007; Jianfei Chen; Zhiyuan Liu 001; Jie Tang 001; Joey Gonzalez; Michael W. Mahoney; Alvin Cheung (ICML, 2022)

Delta Tuning: A Comprehensive Study of Parameter Efficient Methods for Pre-trained Language Models. - Ning Ding 002; Yujia Qin; Guang Yang 046; Fuchao Wei; Zonghan Yang; Yusheng Su; Shengding Hu; Yulin Chen; Chi-Min Chan; Weize Chen; Jing Yi; Weilin Zhao; et al. (CoRR, 2022)

GACT: Activation Compressed Training for General Architectures. - Xiaoxuan Liu; Lianmin Zheng; Dequan Wang; Yukuo Cen; Weize Chen; Xu Han 007; Jianfei Chen; Zhiyuan Liu 001; Jie Tang 001; Joey Gonzalez; Michael W. Mahoney; Alvin Cheung (CoRR, 2022)

Different Tunes Played with Equal Skill: Exploring a Unified Optimization Subspace for Delta Tuning. - Jing Yi; Weize Chen; Yujia Qin; Yankai Lin; Ning Ding 002; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (CoRR, 2022)

M3CV: A multi-subject, multi-session, and multi-task database for EEG-based biometrics challenge. - Gan Huang; Zhenxing Hu; Weize Chen; Shaorong Zhang; Zhen Liang; Linling Li; Li Zhang 041; Zhiguo Zhang 001 (NeuroImage, 2022)

Stochastic Bridges as Effective Regularizers for Parameter-Efficient Tuning. - Weize Chen; Xu Han 007; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (ACL (Findings), 2023)

Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models. - Weize Chen; Xiaoyue Xu; Xu Han 007; Yankai Lin; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001; Jie Zhou 016 (EMNLP (Findings), 2023)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi Ren Fung 001; Yusheng Su; et al. (CoRR, 2023)

Communicative Agents for Software Development. - Chen Qian; Xin Cong; Cheng Yang 002; Weize Chen; Yusheng Su; Juyuan Xu; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents. - Weize Chen; Yusheng Su; Jingwei Zuo; Cheng Yang 002; Chenfei Yuan; Chen Qian; Chi-Min Chan; Yujia Qin; Yaxi Lu; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001; et al. (CoRR, 2023)

Experiential Co-Learning of Software-Developing Agents. - Chen Qian; Yufan Dang; Jiahao Li; Wei Liu 161; Weize Chen; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2023)

Parameter-efficient fine-tuning of large-scale pre-trained language models. - Ning Ding 002; Yujia Qin; Guang Yang 046; Fuchao Wei; Zonghan Yang; Yusheng Su; Shengding Hu; Yulin Chen; Chi-Min Chan; Weize Chen; Jing Yi; Weilin Zhao; et al. (Nat. Mac. Intell., 2023)

Risk factor mining and prediction of urine protein progression in chronic kidney disease: a machine learning- based study. - Yufei Lu; Yichun Ning; Yang Li; Bowen Zhu; Jian Zhang; Yan Yang; Weize Chen; Zhixin Yan; Annan Chen; Bo Shen; Yi Fang; Dong Wang; et al. (BMC Medical Informatics Decis. Mak., 2023)

Experiential Co-Learning of Software-Developing Agents. - Chen Qian; Yufan Dang; Jiahao Li; Wei Liu 161; Zihao Xie; Yifei Wang; Weize Chen; Cheng Yang 002; Xin Cong; Xiaoyin Che; Zhiyuan Liu 001; Maosong Sun 001 (ACL (1), 2024)

ChatDev: Communicative Agents for Software Development. - Chen Qian; Wei Liu 161; Hongzhang Liu; Nuo Chen; Yufan Dang; Jiahao Li; Cheng Yang 002; Weize Chen; Yusheng Su; Xin Cong; Juyuan Xu; Dahai Li; et al. (ACL (1), 2024)

Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication. - Weize Chen; Chenfei Yuan; Jiarui Yuan; Yusheng Su; Chen Qian; Cheng Yang 002; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001 (EMNLP (Findings), 2024)

ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate. - Chi-Min Chan; Weize Chen; Yusheng Su; Jianxuan Yu; Wei Xue 002; Shanghang Zhang; Jie Fu 001; Zhiyuan Liu 001 (ICLR, 2024)

AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors. - Weize Chen; Yusheng Su; Jingwei Zuo; Cheng Yang 002; Chenfei Yuan; Chi-Min Chan; Heyang Yu; Yaxi Lu; Yi-Hsin Hung; Chen Qian; Yujia Qin; Xin Cong; et al. (ICLR, 2024)

Can Large Language Models Analyze Graphs like Professionals? A Benchmark, Datasets and Models. - Xin Li 005; Weize Chen; Qizhi Chu; Haopeng Li; Zhaojun Sun; Ran Li; Chen Qian; Yiwei Wei; Chuan Shi 001; Zhiyuan Liu 001; Maosong Sun 001; Cheng Yang 002 (NeurIPS, 2024)

Autonomous Agents for Collaborative Task under Information Asymmetry. - Wei Liu 161; Chenxi Wang 001; Yifei Wang; Zihao Xie; Rennai Qiu; Yufan Dang; Zhuoyun Du; Weize Chen; Cheng Yang 002; Chen Qian (NeurIPS, 2024)

Iterative Experience Refinement of Software-Developing Agents. - Chen Qian; Jiahao Li; Yufan Dang; Wei Liu 161; Yifei Wang; Zihao Xie; Weize Chen; Cheng Yang 002; Yingli Zhang; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Scaling Large-Language-Model-based Multi-Agent Collaboration. - Chen Qian; Zihao Xie; Yifei Wang; Wei Liu 161; Yufan Dang; Zhuoyun Du; Weize Chen; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Multi-Agent Software Development through Cross-Team Collaboration. - Zhuoyun Du; Chen Qian; Wei Liu 161; Zihao Xie; Yifei Wang; Yufan Dang; Weize Chen; Cheng Yang 002 (CoRR, 2024)

AgentMonitor: A Plug-and-Play Framework for Predictive and Secure Multi-Agent Systems. - Chi-Min Chan; Jianxuan Yu; Weize Chen; Chunyang Jiang; Xinyu Liu; Weijie Shi; Zhiyuan Liu 001; Wei Xue 002; Yike Guo (CoRR, 2024)

GraphTeam: Facilitating Large Language Model-based Graph Analysis via Multi-Agent Collaboration. - Xin Li 005; Qizhi Chu; Yubin Chen; Yang Liu 348; Yaoqi Liu; Zekai Yu; Weize Chen; Chen Qian; Chuan Shi 001; Cheng Yang 002 (CoRR, 2024)

Hyperbolic Pre-Trained Language Model. - Weize Chen; Xu Han 007; Yankai Lin; Kaichen He; Ruobing Xie; Jie Zhou 016; Zhiyuan Liu 001; Maosong Sun 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

Exploring Universal Intrinsic Task Subspace for Few-Shot Learning via Prompt Tuning. - Yujia Qin; Xiaozhi Wang; Yusheng Su; Yankai Lin; Ning Ding 002; Jing Yi; Weize Chen; Zhiyuan Liu 001; Juanzi Li; Lei Hou 001; Peng Li 030; Maosong Sun 001; et al. (IEEE ACM Trans. Audio Speech Lang. Process., 2024)

D-Bot: Database Diagnosis System using Large Language Models. - Xuanhe Zhou; Guoliang Li 001; Zhaoyan Sun; Zhiyuan Liu 001; Weize Chen; Jianming Wu; Jiesi Liu; Ruohang Feng; Guoyang Zeng (Proc. VLDB Endow., 2024)

Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System. - Weize Chen; Jiarui Yuan; Chen Qian; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (ACL (Findings), 2025)

Multi-Agent Collaboration via Cross-Team Orchestration. - Zhuoyun Du; Chen Qian; Wei Liu; Zihao Xie; Yifei Wang; Rennai Qiu; Yufan Dang; Weize Chen; Cheng Yang; Ye Tian; Xuantang Xiong; Lei Han (ACL (Findings), 2025)

AgentRM: Enhancing Agent Generalization with Reward Modeling. - Yu Xia; Jingru Fan; Weize Chen; Siyu Yan; Xin Cong; Zhong Zhang; Yaxi Lu; Yankai Lin; Zhiyuan Liu; Maosong Sun 001 (ACL (1), 2025)

Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence. - Weize Chen; Ziming You; Ran Li; Yitong Guan; Chen Qian; Chenyang Zhao; Cheng Yang 002; Ruobing Xie; Zhiyuan Liu 001; Maosong Sun 001 (ICLR, 2025)

Scaling Large Language Model-based Multi-Agent Collaboration. - Chen Qian; Zihao Xie; Yifei Wang; Wei Liu 161; Kunlun Zhu; Hanchen Xia; Yufan Dang; Zhuoyun Du; Weize Chen; Cheng Yang 002; Zhiyuan Liu 001; Maosong Sun 001 (ICLR, 2025)

A High-DOF BCI Control Strategy Mapping Discrete Commands to Continuous Motion for a Drone. - Jie Mei; Weize Chen; Ang Li; Yongzhi Huang 001; Xiaolin Xiao; Kun Wang 053; Weibo Yi; Tzyy-Ping Jung; Minpeng Xu; Dong Ming (IEEE Trans Autom. Sci. Eng., 2025)

EmbodiedEval: Evaluate Multimodal LLMs as Embodied Agents. - Zhili Cheng; Yuge Tu; Ran Li; Shiqi Dai; Jinyi Hu; Shengding Hu; Jiahao Li; Yang Shi; Tianyu Yu 002; Weize Chen; Lei Shi; Maosong Sun 001 (CoRR, 2025)

Process Reinforcement through Implicit Rewards. - Ganqu Cui; Lifan Yuan; Zefan Wang; Hanbin Wang; Wendi Li; Bingxiang He; Yuchen Fan; Tianyu Yu 002; Qixin Xu; Weize Chen; Jiarui Yuan; Huayu Chen; et al. (CoRR, 2025)

AgentRM: Enhancing Agent Generalization with Reward Modeling. - Yu Xia; Jingru Fan; Weize Chen; Siyu Yan; Xin Cong; Zhong Zhang; Yaxi Lu; Yankai Lin; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi R. Fung 001; et al. (ACM Comput. Surv., 2025)

The Overthinker's DIET: Cutting Token Calories with DIfficulty-AwarE Training. - Weize Chen; Jiarui Yuan; Tailin Jin; Ning Ding 002; Huimin Chen; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

Multi-Agent Collaboration via Evolving Orchestration. - Yufan Dang; Chen Qian; Xueheng Luo; Jingru Fan; Zihao Xie; Ruijie Shi; Weize Chen; Cheng Yang 002; Xiaoyin Che; Ye Tian; Xuantang Xiong; Lei Han; et al. (CoRR, 2025)

Co-Saving: Resource Aware Multi-Agent Collaboration for Software Development. - Rennai Qiu; Chen Qian; Ran Li; Yufan Dang; Weize Chen; Cheng Yang 002; Yingli Zhang; Ye Tian; Xuantang Xiong; Lei Han; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2025)

The Entropy Mechanism of Reinforcement Learning for Reasoning Language Models. - Ganqu Cui; Yuchen Zhang; Jiacheng Chen; Lifan Yuan; Zhi Wang; Yuxin Zuo; Haozhan Li; Yuchen Fan; Huayu Chen; Weize Chen; Zhiyuan Liu 001; Hao Peng 001; et al. (CoRR, 2025)

Cross-Task Experiential Learning on LLM-based Multi-Agent Collaboration. - Yilong Li; Chen Qian; Yu Xia; Ruijie Shi; Yufan Dang; Zihao Xie; Ziming You; Weize Chen; Cheng Yang 002; Weichuan Liu; Ye Tian; Xuantang Xiong; et al. (CoRR, 2025)