POLAR: Attention-Based CNN for One-Shot Personalized Article Recommendation. - Zhengxiao Du; Jie Tang 001; Yuhui Ding (ECML/PKDD (2), 2018)

Sequential Scenario-Specific Meta Learner for Online Recommendation. - Zhengxiao Du; Xiaowei Wang; Hongxia Yang; Jingren Zhou 001; Jie Tang 001 (KDD, 2019)

EFCNN: A Restricted Convolutional Neural Network for Expert Finding. - Yifeng Zhao; Jie Tang 001; Zhengxiao Du (PAKDD (2), 2019)

Cognitive Knowledge Graph Reasoning for One-shot Relational Learning. - Zhengxiao Du; Chang Zhou; Ming Ding 004; Hongxia Yang; Jie Tang 001 (CoRR, 2019)

Fair Learning-to-Rank from Implicit Feedback. - Himank Yadav; Zhengxiao Du; Thorsten Joachims (CoRR, 2019)

Policy-Gradient Training of Fair and Unbiased Ranking Functions. - Himank Yadav; Zhengxiao Du; Thorsten Joachims (SIGIR, 2021)

WuDaoCorpora: A super large-scale Chinese corpora for pre-training language models. - Sha Yuan; Hanyu Zhao; Zhengxiao Du; Ming Ding 004; Xiao Liu 036; Yukuo Cen; Xu Zou 001; Zhilin Yang 001; Jie Tang 001 (AI Open, 2021)

All NLP Tasks Are Generation Tasks: A General Pretraining Framework. - Zhengxiao Du; Yujie Qian; Xiao Liu 036; Ming Ding 004; Jiezhong Qiu; Zhilin Yang 001; Jie Tang 001 (CoRR, 2021)

P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks. - Xiao Liu 036; Kaixuan Ji; Yicheng Fu; Zhengxiao Du; Zhilin Yang 001; Jie Tang 001 (CoRR, 2021)

POLAR++: Active One-Shot Personalized Article Recommendation. - Zhengxiao Du; Jie Tang 001; Yuhui Ding (IEEE Trans. Knowl. Data Eng., 2021)

GLM: General Language Model Pretraining with Autoregressive Blank Infilling. - Zhengxiao Du; Yujie Qian; Xiao Liu 036; Ming Ding 004; Jiezhong Qiu; Zhilin Yang 001; Jie Tang 001 (ACL (1), 2022)

P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks. - Xiao Liu 036; Kaixuan Ji; Yicheng Fu; Weng Tam; Zhengxiao Du; Zhilin Yang 001; Jie Tang 001 (ACL (2), 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)

CogKR: Cognitive Graph for Multi-Hop Knowledge Reasoning. - Zhengxiao Du; Chang Zhou; Jiangchao Yao; Teng Tu; Letian Cheng; Hongxia Yang; Jingren Zhou 001; Jie Tang 001 (IEEE Trans. Knowl. Data Eng., 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)

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)

SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models. - Dan Zhang; Ziniu Hu; Sining Zhoubian; Zhengxiao Du; Kaiyu Yang; Zihan Wang; Yisong Yue; Yuxiao Dong; Jie Tang 001 (NeurIPS, 2024)

GPT understands, too. - Xiao Liu 036; Yanan Zheng; Zhengxiao Du; Ming Ding 004; Yujie Qian; Zhilin Yang 001; Jie Tang 001 (AI Open, 2024)

SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning. - Dan Zhang; Ziniu Hu; Sining Zhoubian; Zhengxiao Du; Kaiyu Yang; Zihan Wang; Yisong Yue; Yuxiao Dong; Jie Tang 001 (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)

MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model. - Zhen Yang 034; Jinhao Chen; Zhengxiao Du; Wenmeng Yu; Weihan Wang; Wenyi Hong; Zhihuan Jiang; Bin Xu 001; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning. - Zhihuan Jiang; Zhen Yang 034; Jinhao Chen; Zhengxiao Du; Weihan Wang; Bin Xu 001; Yuxiao Dong; Jie Tang 001 (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)

ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario. - Lucen Zhong; Zhengxiao Du; Xiaohan Zhang; Haiyi Hu; Jie Tang 001 (CoRR, 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)