Zhengxiao Du

44 papers A* 9Journal 29Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse.
CoRR
Yushi Bai, Qian Dong, Ting Jiang, Xin Lv, Zhengxiao Du, Aohan Zeng, Jie Tang, Juanzi Li
2025 J jnl
ComplexFuncBench: Exploring Multi-Step and Constrained Function Calling under Long-Context Scenario.
CoRR
Lucen Zhong, Zhengxiao Du, Xiaohan Zhang, Haiyi Hu, Jie Tang
2025 J jnl
GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning.
CoRR
Wenyi Hong, Wenmeng Yu, Xiaotao Gu, Guo Wang, Guobing Gan, Haomiao Tang, Jiale Cheng, Ji Qi, Junhui Ji, Lihang Pan, Shuaiqi Duan, Weihan Wang, Yan Wang, Yean Cheng, Zehai He, Zhe Su, Zhen Yang, Ziyang Pan, Aohan Zeng, Baoxu Wang, Boyan Shi, Changyu Pang, Chenhui Zhang, Da Yin, Fan Yang, Guoqing Chen, Jiazheng Xu, Jiali Chen, Jing Chen, Jinhao Chen, Jinghao Lin, Jinjiang Wang, Junjie Chen, Leqi Lei, Letian Gong, Leyi Pan, Mingzhi Zhang, Qinkai Zheng, Sheng Yang, Shi Zhong, Shiyu Huang, Shuyuan Zhao, Siyan Xue, Shangqin Tu, Shengbiao Meng, Tianshu Zhang, Tianwei Luo, Tianxiang Hao, Wenkai Li, Wei Jia, Xin Lyu, Xuancheng Huang, Yanling Wang, Yadong Xue, Yanfeng Wang, Yifan An, Yifan Du, Yiming Shi, Yiheng Huang, Yilin Niu, Yuan Wang, Yuanchang Yue, Yuchen Li, Yutao Zhang, Yuxuan Zhang, Zhanxiao Du, Zhenyu Hou, Zhao Xue, Zhengxiao Du, Zihan Wang, Peng Zhang, Debing Liu, Bin Xu, Juanzi Li, Minlie Huang, Yuxiao Dong, Jie Tang
2025 A* conf
Scaling Speech-Text Pre-training with Synthetic Interleaved Data.
ICLR
Aohan Zeng, Zhengxiao Du, Mingdao Liu, Lei Zhang, Shengmin Jiang, Yuxiao Dong, Jie Tang
2025 A* conf
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents.
ICLR
Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Xixuan Song, Yifan Xu, Shudan Zhang, Hanyu Lai, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang
2025 J jnl
WebGLM: Towards an Efficient and Reliable Web-Enhanced Question-Answering System.
ACM Trans. Inf. Syst.
Hanyu Lai, Xiao Liu, Hao Yu, Yifan Xu, Iat Long Iong, Shuntian Yao, Aohan Zeng, Zhengxiao Du, Yuxiao Dong, Jie Tang
2024 A* conf
AgentBench: Evaluating LLMs as Agents.
ICLR
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
2024 — conf
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline.
EMNLP (Findings)
Yifan Xu, Xiao Liu, Xinghan Liu, Zhenyu Hou, Yueyan Li, Xiaohan Zhang, Zihan Wang, Aohan Zeng, Zhengxiao Du, Wenyi Zhao, Jie Tang, Yuxiao Dong
2024 J jnl
ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline.
CoRR
Yifan Xu, Xiao Liu, Xinghan Liu, Zhenyu Hou, Yueyan Li, Xiaohan Zhang, Zihan Wang, Aohan Zeng, Zhengxiao Du, Wenyi Zhao, Jie Tang, Yuxiao Dong
2024 J jnl
ChatGLM-RLHF: Practices of Aligning Large Language Models with Human Feedback.
CoRR
Zhenyu Hou, Yilin Niu, Zhengxiao Du, Xiaohan Zhang, Xiao Liu, Aohan Zeng, Qinkai Zheng, Minlie Huang, Hongning Wang, Jie Tang, Yuxiao Dong
2024 J jnl
ChatGLM: A Family of Large Language Models from GLM-130B to GLM-4 All Tools.
CoRR
Aohan Zeng, Bin Xu, Bowen Wang, Chenhui Zhang, Da Yin, Diego Rojas, Guanyu Feng, Hanlin Zhao, Hanyu Lai, Hao Yu, Hongning Wang, Jiadai Sun, Jiajie Zhang, Jiale Cheng, Jiayi Gui, Jie Tang, Jing Zhang, Juanzi Li, Lei Zhao, Lindong Wu, Lucen Zhong, Mingdao Liu, Minlie Huang, Peng Zhang, Qinkai Zheng, Rui Lu, Shuaiqi Duan, Shudan Zhang, Shulin Cao, Shuxun Yang, Weng Lam Tam, Wenyi Zhao, Xiao Liu, Xiao Xia, Xiaohan Zhang, Xiaotao Gu, Xin Lv, Xinghan Liu, Xinyi Liu, Xinyue Yang, Xixuan Song, Xunkai Zhang, Yifan An, Yifan Xu, Yilin Niu, Yuantao Yang, Yueyan Li, Yushi Bai, Yuxiao Dong, Zehan Qi, Zhaoyu Wang, Zhen Yang, Zhengxiao Du, Zhenyu Hou, Zihan Wang
2024 J jnl
Does RLHF Scale? Exploring the Impacts From Data, Model, and Method.
CoRR
Zhenyu Hou, Pengfan Du, Yilin Niu, Zhengxiao Du, Aohan Zeng, Xiao Liu, Minlie Huang, Hongning Wang, Jie Tang, Yuxiao Dong
2024 J jnl
GLM-4-Voice: Towards Intelligent and Human-Like End-to-End Spoken Chatbot.
CoRR
Aohan Zeng, Zhengxiao Du, Mingdao Liu, Kedong Wang, Shengmin Jiang, Lei Zhao, Yuxiao Dong, Jie Tang
2024 J jnl
GPT understands, too.
AI Open
Xiao Liu, Yanan Zheng, Zhengxiao Du, Ming Ding, Yujie Qian, Zhilin Yang, Jie Tang
2024 — conf
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.
ACL (1)
Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
2024 J jnl
MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model.
CoRR
Zhen Yang, Jinhao Chen, Zhengxiao Du, Wenmeng Yu, Weihan Wang, Wenyi Hong, Zhihuan Jiang, Bin Xu, Yuxiao Dong, Jie Tang
2024 J jnl
Scaling Speech-Text Pre-training with Synthetic Interleaved Data.
CoRR
Aohan Zeng, Zhengxiao Du, Mingdao Liu, Lei Zhang, Shengmin Jiang, Yuxiao Dong, Jie Tang
2024 J jnl
SciGLM: Training Scientific Language Models with Self-Reflective Instruction Annotation and Tuning.
CoRR
Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang
2024 A* conf
SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models.
NeurIPS
Dan Zhang, Ziniu Hu, Sining Zhoubian, Zhengxiao Du, Kaiyu Yang, Zihan Wang, Yisong Yue, Yuxiao Dong, Jie Tang
2024 A* conf
Understanding Emergent Abilities of Language Models from the Loss Perspective.
NeurIPS
Zhengxiao Du, Aohan Zeng, Yuxiao Dong, Jie Tang
2024 J jnl
Understanding Emergent Abilities of Language Models from the Loss Perspective.
CoRR
Zhengxiao Du, Aohan Zeng, Yuxiao Dong, Jie Tang
2024 J jnl
VisScience: An Extensive Benchmark for Evaluating K12 Educational Multi-modal Scientific Reasoning.
CoRR
Zhihuan Jiang, Zhen Yang, Jinhao Chen, Zhengxiao Du, Weihan Wang, Bin Xu, Yuxiao Dong, Jie Tang
2024 J jnl
VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents.
CoRR
Xiao Liu, Tianjie Zhang, Yu Gu, Iat Long Iong, Yifan Xu, Xixuan Song, Shudan Zhang, Hanyu Lai, Xinyi Liu, Hanlin Zhao, Jiadai Sun, Xinyue Yang, Yu Yang, Zehan Qi, Shuntian Yao, Xueqiao Sun, Siyi Cheng, Qinkai Zheng, Hao Yu, Hanchen Zhang, Wenyi Hong, Ming Ding, Lihang Pan, Xiaotao Gu, Aohan Zeng, Zhengxiao Du, Chan Hee Song, Yu Su, Yuxiao Dong, Jie Tang
2023 J jnl
AgentBench: Evaluating LLMs as Agents.
CoRR
Xiao Liu, Hao Yu, Hanchen Zhang, Yifan Xu, Xuanyu Lei, Hanyu Lai, Yu Gu, Hangliang Ding, Kaiwen Men, Kejuan Yang, Shudan Zhang, Xiang Deng, Aohan Zeng, Zhengxiao Du, Chenhui Zhang, Sheng Shen, Tianjun Zhang, Yu Su, Huan Sun, Minlie Huang, Yuxiao Dong, Jie Tang
2023 J jnl
CogKR: Cognitive Graph for Multi-Hop Knowledge Reasoning.
IEEE Trans. Knowl. Data Eng.
Zhengxiao Du, Chang Zhou, Jiangchao Yao, Teng Tu, Letian Cheng, Hongxia Yang, Jingren Zhou, Jie Tang
2023 A* conf
GLM-130B: An Open Bilingual Pre-trained Model.
ICLR
Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Zhiyuan Liu, Peng Zhang, Yuxiao Dong, Jie Tang
2023 J jnl
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.
CoRR
Yushi Bai, Xin Lv, Jiajie Zhang, Hongchang Lyu, Jiankai Tang, Zhidian Huang, Zhengxiao Du, Xiao Liu, Aohan Zeng, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
2023 A* conf
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences.
KDD
Xiao Liu, Hanyu Lai, Hao Yu, Yifan Xu, Aohan Zeng, Zhengxiao Du, Peng Zhang, Yuxiao Dong, Jie Tang
2023 J jnl
WebGLM: Towards An Efficient Web-Enhanced Question Answering System with Human Preferences.
CoRR
Xiao Liu, Hanyu Lai, Hao Yu, Yifan Xu, Aohan Zeng, Zhengxiao Du, Peng Zhang, Yuxiao Dong, Jie Tang
2022 J jnl
GLM-130B: An Open Bilingual Pre-trained Model.
CoRR
Aohan Zeng, Xiao Liu, Zhengxiao Du, Zihan Wang, Hanyu Lai, Ming Ding, Zhuoyi Yang, Yifan Xu, Wendi Zheng, Xiao Xia, Weng Lam Tam, Zixuan Ma, Yufei Xue, Jidong Zhai, Wenguang Chen, Peng Zhang, Yuxiao Dong, Jie Tang
2022 — conf
GLM: General Language Model Pretraining with Autoregressive Blank Infilling.
ACL (1)
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang
2022 — conf
P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks.
ACL (2)
Xiao Liu, Kaixuan Ji, Yicheng Fu, Weng Tam, Zhengxiao Du, Zhilin Yang, Jie Tang
2021 J jnl
All NLP Tasks Are Generation Tasks: A General Pretraining Framework.
CoRR
Zhengxiao Du, Yujie Qian, Xiao Liu, Ming Ding, Jiezhong Qiu, Zhilin Yang, Jie Tang
2021 J jnl
GPT Understands, Too.
CoRR
Xiao Liu, Yanan Zheng, Zhengxiao Du, Ming Ding, Yujie Qian, Zhilin Yang, Jie Tang
2021 J jnl
P-Tuning v2: Prompt Tuning Can Be Comparable to Fine-tuning Universally Across Scales and Tasks.
CoRR
Xiao Liu, Kaixuan Ji, Yicheng Fu, Zhengxiao Du, Zhilin Yang, Jie Tang
2021 J jnl
POLAR++: Active One-Shot Personalized Article Recommendation.
IEEE Trans. Knowl. Data Eng.
Zhengxiao Du, Jie Tang, Yuhui Ding
2021 A* conf
Policy-Gradient Training of Fair and Unbiased Ranking Functions.
SIGIR
Himank Yadav, Zhengxiao Du, Thorsten Joachims
2021 J jnl
WuDaoCorpora: A super large-scale Chinese corpora for pre-training language models.
AI Open
Sha Yuan, Hanyu Zhao, Zhengxiao Du, Ming Ding, Xiao Liu, Yukuo Cen, Xu Zou, Zhilin Yang, Jie Tang
2019 J jnl
Cognitive Knowledge Graph Reasoning for One-shot Relational Learning.
CoRR
Zhengxiao Du, Chang Zhou, Ming Ding, Hongxia Yang, Jie Tang
2019 — conf
EFCNN: A Restricted Convolutional Neural Network for Expert Finding.
PAKDD (2)
Yifeng Zhao, Jie Tang, Zhengxiao Du
2019 J jnl
Fair Learning-to-Rank from Implicit Feedback.
CoRR
Himank Yadav, Zhengxiao Du, Thorsten Joachims
2019 A* conf
Sequential Scenario-Specific Meta Learner for Online Recommendation.
KDD
Zhengxiao Du, Xiaowei Wang, Hongxia Yang, Jingren Zhou, Jie Tang
2019 J jnl
Sequential Scenario-Specific Meta Learner for Online Recommendation.
CoRR
Zhengxiao Du, Xiaowei Wang, Hongxia Yang, Jingren Zhou, Jie Tang
2018 — conf
POLAR: Attention-Based CNN for One-Shot Personalized Article Recommendation.
ECML/PKDD (2)
Zhengxiao Du, Jie Tang, Yuhui Ding