CogDL: An Extensive Toolkit for Deep Learning on Graphs. - Yukuo Cen; Zhenyu Hou; Yan Wang 120; Qibin Chen; Yizhen Luo; Xingcheng Yao; Aohan Zeng; Shiguang Guo; Peng Zhang 077; Guohao Dai; Yu Wang 002; Chang Zhou; et al. (CoRR, 2021)

FastMoE: A Fast Mixture-of-Expert Training System. - Jiaao He; Jiezhong Qiu; Aohan Zeng; Zhilin Yang 001; Jidong Zhai; Jie Tang 001 (CoRR, 2021)

BaGuaLu: targeting brain scale pretrained models with over 37 million cores. - Zixuan Ma; Jiaao He; Jiezhong Qiu; Huanqi Cao; Yuanwei Wang; Zhenbo Sun; Liyan Zheng 001; Haojie Wang; Shizhi Tang; Tianyu Zheng; Junyang Lin; Guanyu Feng; et al. (PPoPP, 2022)

GLM-130B: An Open Bilingual Pre-trained Model. - Aohan Zeng; Xiao Liu 036; Zhengxiao Du; Zihan Wang; Hanyu Lai; Ming Ding 004; Zhuoyi Yang; Yifan Xu; Wendi Zheng; Xiao Xia; Weng Lam Tam; Zixuan Ma; et al. (CoRR, 2022)

GLM-130B: An Open Bilingual Pre-trained Model. - Aohan Zeng; Xiao Liu 036; Zhengxiao Du; Zihan Wang; Hanyu Lai; Ming Ding 004; Zhuoyi Yang; Yifan Xu; Wendi Zheng; Xiao Xia; Weng Lam Tam; Zixuan Ma; et al. (ICLR, 2023)

WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences. - Xiao Liu 036; Hanyu Lai; Hao Yu; Yifan Xu; Aohan Zeng; Zhengxiao Du; Peng Zhang 077; Yuxiao Dong; Jie Tang 001 (KDD, 2023)

CogDL: A Comprehensive Library for Graph Deep Learning. - Yukuo Cen; Zhenyu Hou; Yan Wang 120; Qibin Chen; Yizhen Luo; Zhongming Yu; Hengrui Zhang; Xingcheng Yao; Aohan Zeng; Shiguang Guo; Yuxiao Dong; Yang Yang 009; et al. (WWW, 2023)

CritiqueLLM: Scaling LLM-as-Critic for Effective and Explainable Evaluation of Large Language Model Generation. - Pei Ke; Bosi Wen; Zhuoer Feng; Xiao Liu 036; Xuanyu Lei; Jiale Cheng; Shengyuan Wang 002; Aohan Zeng; Yuxiao Dong; Hongning Wang; Jie Tang 001; Minlie Huang (CoRR, 2023)

LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding. - Yushi Bai; Xin Lv; Jiajie Zhang; Hongchang Lyu; Jiankai Tang; Zhidian Huang; Zhengxiao Du; Xiao Liu 036; Aohan Zeng; Lei Hou 001; Yuxiao Dong; Jie Tang 001; et al. (ACL (1), 2024)

CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation. - Pei Ke; Bosi Wen; Andrew Feng; Xiao Liu 036; Xuanyu Lei; Jiale Cheng; Shengyuan Wang 002; Aohan Zeng; Yuxiao Dong; Hongning Wang; Jie Tang 001; Minlie Huang (ACL (1), 2024)

Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration. - Kejuan Yang; Xiao Liu 036; Kaiwen Men; Aohan Zeng; Yuxiao Dong; Jie Tang 001 (ACL (Findings), 2024)

AgentTuning: Enabling Generalized Agent Abilities for LLMs. - Aohan Zeng; Mingdao Liu; Rui Lu; Bowen Wang; Xiao Liu 036; Yuxiao Dong; Jie Tang 001 (ACL (Findings), 2024)

ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline. - Yifan Xu; Xiao Liu 036; Xinghan Liu; Zhenyu Hou; Yueyan Li; Xiaohan Zhang; Zihan Wang; Aohan Zeng; Zhengxiao Du; Wenyi Zhao; Jie Tang 001; Yuxiao Dong (EMNLP (Findings), 2024)

AgentBench: Evaluating LLMs as Agents. - Xiao Liu 036; Hao Yu; Hanchen Zhang; Yifan Xu; Xuanyu Lei; Hanyu Lai; Yu Gu 016; Hangliang Ding; Kaiwen Men; Kejuan Yang; Shudan Zhang; Xiang Deng 001; et al. (ICLR, 2024)

Understanding Emergent Abilities of Language Models from the Loss Perspective. - Zhengxiao Du; Aohan Zeng; Yuxiao Dong; Jie Tang 001 (NeurIPS, 2024)

xTrimoPGLM: Unified 100B-Scale Pre-trained Transformer for Deciphering the Language of Protein. - Bo Chen 026; Xingyi Cheng; Pan Li; Yangli-ao Geng; Jing Gong; Shen Li; Zhilei Bei; Xu Tan; Boyan Wang; Xin Zeng; Chiming Liu; Aohan Zeng; et al. (CoRR, 2024)

APAR: LLMs Can Do Auto-Parallel Auto-Regressive Decoding. - Mingdao Liu; Aohan Zeng; Bowen Wang; Peng Zhang 077; Jie Tang 001; Yuxiao Dong (CoRR, 2024)

ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback. - Zhenyu Hou; Yilin Niu; Zhengxiao Du; Xiaohan Zhang; Xiao Liu 036; Aohan Zeng; Qinkai Zheng; Minlie Huang; Hongning Wang; Jie Tang 001; Yuxiao Dong (CoRR, 2024)

ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools. - Aohan Zeng; Bin Xu 001; Bowen Wang; Chenhui Zhang; Da Yin; Diego Rojas; Guanyu Feng; Hanlin Zhao; Hanyu Lai; Hao Yu; Hongning Wang; Jiadai Sun; et al. (CoRR, 2024)

VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents. - Xiao Liu 036; Tianjie Zhang; Yu Gu 016; Iat Long Iong; Yifan Xu; Xixuan Song; Shudan Zhang; Hanyu Lai; Xinyi Liu; Hanlin Zhao; Jiadai Sun; Xinyue Yang; et al. (CoRR, 2024)

GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot. - Aohan Zeng; Zhengxiao Du; Mingdao Liu; Kedong Wang; Shengmin Jiang; Lei Zhao; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

Does RLHF Scale? Exploring the Impacts From Data, Model, and Method. - Zhenyu Hou; Pengfan Du; Yilin Niu; Zhengxiao Du; Aohan Zeng; Xiao Liu 036; Minlie Huang; Hongning Wang; Jie Tang 001; Yuxiao Dong (CoRR, 2024)

Scaling Speech-Text Pre-training with Synthetic Interleaved Data. - Aohan Zeng; Zhengxiao Du; Mingdao Liu; Lei Zhang 001; Shengmin Jiang; Yuxiao Dong; Jie Tang 001 (ICLR, 2025)

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning. - Wenyi Hong; Wenmeng Yu; Xiaotao Gu; Guo Wang; Guobing Gan; Haomiao Tang; Jiale Cheng; Ji Qi 003; Junhui Ji; Lihang Pan; Shuaiqi Duan; Weihan Wang; et al. (CoRR, 2025)

GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models. - Aohan Zeng; Xin Lv; Qinkai Zheng; Zhenyu Hou; Bin Chen; Chengxing Xie; Cunxiang Wang; Da Yin; Hao Zeng; Jiajie Zhang; Kedong Wang; Lucen Zhong; et al. (CoRR, 2025)

WebGLM: Towards an Efficient and Reliable Web-Enhanced Question-Answering System. - Hanyu Lai; Xiao Liu 036; Hao Yu; Yifan Xu; Iat Long Iong; Shuntian Yao; Aohan Zeng; Zhengxiao Du; Yuxiao Dong; Jie Tang 001 (ACM Trans. Inf. Syst., 2025)