Web user profiling using data redundancy. - Xiaotao Gu; Hong Yang; Jie Tang 001; Jing Zhang 001 (ASONAM, 2016)

Large-scale Validation of Counterfactual Learning Methods: A Test-Bed. - Damien Lefortier; Adith Swaminathan; Xiaotao Gu; Thorsten Joachims; Maarten de Rijke (CoRR, 2016)

End-to-End Reinforcement Learning for Automatic Taxonomy Induction. - Yuning Mao; Xiang Ren 001; Jiaming Shen; Xiaotao Gu; Jiawei Han 001 (ACL (1), 2018)

Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling. - Liyuan Liu; Xiang Ren 001; Jingbo Shang; Xiaotao Gu; Jian Peng 001; Jiawei Han 001 (EMNLP, 2018)

Learning Named Entity Tagger using Domain-Specific Dictionary. - Jingbo Shang; Liyuan Liu; Xiaotao Gu; Xiang Ren 001; Teng Ren; Jiawei Han 001 (EMNLP, 2018)

Profiling Web users using big data. - Xiaotao Gu; Hong Yang; Jie Tang 001; Jing Zhang 001; Fanjin Zhang; Debing Liu; Wendy Hall 001; Xiao Fu (Soc. Netw. Anal. Min., 2018)

Learning Dynamic Context Augmentation for Global Entity Linking. - Xiyuan Yang; Xiaotao Gu; Sheng Lin; Siliang Tang; Yueting Zhuang; Fei Wu 001; Zhigang Chen 003; Guoping Hu; Xiang Ren 001 (EMNLP/IJCNLP (1), 2019)

OAG: Toward Linking Large-scale Heterogeneous Entity Graphs. - Fanjin Zhang; Xiao Liu 036; Jie Tang 001; Yuxiao Dong; Peiran Yao; Jie Zhang 078; Xiaotao Gu; Yan Wang 120; Bin Shao; Rui Li; Kuansan Wang (KDD, 2019)

Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering. - Bo Chen; Xiaotao Gu; Yufeng Hu; Siliang Tang; Guoping Hu; Yueting Zhuang; Xiang Ren 001 (NAACL-HLT (1), 2019)

Learning Collaborative Agents with Rule Guidance for Knowledge Graph Reasoning. - Deren Lei; Gangrong Jiang; Xiaotao Gu; Kexuan Sun 002; Yuning Mao; Xiang Ren 001 (EMNLP (1), 2020)

Alleviate Dataset Shift Problem in Fine-grained Entity Typing with Virtual Adversarial Training. - Haochen Shi; Siliang Tang; Xiaotao Gu; Bo Chen; Zhigang Chen 003; Jian Shao 001; Xiang Ren 001 (IJCAI, 2020)

Generating Representative Headlines for News Stories. - Xiaotao Gu; Yuning Mao; Jiawei Han 001; Jialu Liu; You Wu 001; Cong Yu 001; Daniel Finnie; Hongkun Yu 001; Jiaqi Zhai; Nicholas Zukoski (WWW, 2020)

UCPhrase: Unsupervised Context-aware Quality Phrase Tagging. - Xiaotao Gu; Zihan Wang 001; Zhenyu Bi; Yu Meng 001; Liyuan Liu; Jiawei Han 001; Jingbo Shang (KDD, 2021)

On the Transformer Growth for Progressive BERT Training. - Xiaotao Gu; Liyuan Liu; Hongkun Yu 001; Jing Li 049; Chen Chen 005; Jiawei Han 001 (NAACL-HLT, 2021)

Phrase-aware Unsupervised Constituency Parsing. - Xiaotao Gu; Yikang Shen; Jiaming Shen; Jingbo Shang; Jiawei Han 001 (ACL (1), 2022)

Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast. - Kaifeng Bi; Lingxi Xie; Hengheng Zhang; Xin Chen 033; Xiaotao Gu; Qi Tian 001 (CoRR, 2022)

Pipeline MoE: A Flexible MoE Implementation with Pipeline Parallelism. - Xin Chen 033; Hengheng Zhang; Xiaotao Gu; Kaifeng Bi; Lingxi Xie; Qi Tian 001 (CoRR, 2023)

Towards AGI in Computer Vision: Lessons Learned from GPT and Large Language Models. - Lingxi Xie; Longhui Wei; Xiaopeng Zhang 008; Kaifeng Bi; Xiaotao Gu; Jianlong Chang; Qi Tian 001 (CoRR, 2023)

Accurate medium-range global weather forecasting with 3D neural networks. - Kaifeng Bi; Lingxi Xie; Hengheng Zhang; Xin Chen 033; Xiaotao Gu; Qi Tian 001 (Nat., 2023)

OAG: Linking Entities Across Large-Scale Heterogeneous Knowledge Graphs. - Fanjin Zhang; Xiao Liu 036; Jie Tang 001; Yuxiao Dong; Peiran Yao; Jie Zhang 078; Xiaotao Gu; Yan Wang 120; Evgeny Kharlamov; Bin Shao; Rui Li; Kuansan Wang (IEEE Trans. Knowl. Data Eng., 2023)

AlignBench: Benchmarking Chinese Alignment of Large Language Models. - Xiao Liu 036; Xuanyu Lei; Shengyuan Wang 002; Yue Huang 001; Andrew Feng; Bosi Wen; Jiale Cheng; Pei Ke; Yifan Xu; Weng Lam Tam; Xiaohan Zhang; Lichao Sun 001; et al. (ACL (1), 2024)

NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries. - Shudan Zhang; Hanlin Zhao; Xiao Liu 036; Qinkai Zheng; Zehan Qi; Xiaotao Gu; Yuxiao Dong; Jie Tang 001 (ACL (Findings), 2024)

CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion. - Wendi Zheng; Jiayan Teng; Zhuoyi Yang; Weihan Wang; Jidong Chen; Xiaotao Gu; Yuxiao Dong; Ming Ding 004; Jie Tang 001 (ECCV (77), 2024)

AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models. - Jiale Cheng; Yida Lu; Xiaotao Gu; Pei Ke; Xiao Liu 036; Yuxiao Dong; Hongning Wang; Jie Tang 001; Minlie Huang (EMNLP (Findings), 2024)

QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. - Yuhui Xu; Lingxi Xie; Xiaotao Gu; Xin Chen 033; Heng Chang; Hengheng Zhang; Zhengsu Chen; Xiaopeng Zhang 008; Qi Tian 001 (ICLR, 2024)

Benchmarking Complex Instruction-Following with Multiple Constraints Composition. - Bosi Wen; Pei Ke; Xiaotao Gu; Lindong Wu; Hao Huang; Jinfeng Zhou; Wenchuang Li; Binxin Hu; Wendy Gao; Jiaxing Xu; Yiming Liu; Jie Tang; et al. (NeurIPS, 2024)

NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Prompts. - Shudan Zhang; Hanlin Zhao; Xiao Liu 036; Qinkai Zheng; Zehan Qi; Xiaotao Gu; Xiaohan Zhang; Yuxiao Dong; Jie Tang 001 (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)

Benchmarking Complex Instruction-Following with Multiple Constraints Composition. - Bosi Wen; Pei Ke; Xiaotao Gu; Lindong Wu; Hao Huang; Jinfeng Zhou; Wenchuang Li; Binxin Hu; Wendy Gao; Jiaxin Xu; Yiming Liu; Jie Tang 001; et al. (CoRR, 2024)

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer. - Zhuoyi Yang; Jiayan Teng; Wendi Zheng; Ming Ding 004; Shiyu Huang 001; Jiazheng Xu; Yuanming Yang; Wenyi Hong; Xiaohan Zhang; Guanyu Feng; Da Yin; Xiaotao Gu; 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)

CogVLM2: Visual Language Models for Image and Video Understanding. - Wenyi Hong; Weihan Wang; Ming Ding 004; Wenmeng Yu; Qingsong Lv; Yan Wang 120; Yean Cheng; Shiyu Huang 001; Junhui Ji; Zhao Xue; Lei Zhao; Zhuoyi Yang; et al. (CoRR, 2024)

VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation. - Jiazheng Xu; Yu Huang; Jiale Cheng; Yuanming Yang; Jiajun Xu; Yuan Wang; Wenbo Duan; Shen Yang; Qunlin Jin; Shurun Li; Jiayan Teng; Zhuoyi Yang; et al. (CoRR, 2024)

MHALO: Evaluating MLLMs as Fine-grained Hallucination Detectors. - Yishuo Cai; Renjie Gu; Jiaxu Li; Xuancheng Huang; Junzhe Chen; Xiaotao Gu; Minlie Huang (ACL (Findings), 2025)

LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models. - Jiayi Gui; Yiming Liu; Jiale Cheng; Xiaotao Gu; Xiao Liu 036; Hongning Wang; Yuxiao Dong; Jie Tang 001; Minlie Huang (ACL (Findings), 2025)

IntelliCockpitBench: A Comprehensive Benchmark to Evaluate VLMs for Intelligent Cockpit. - Liang Lin; Siyuan Chai; Jiahao Wu; Hongbing Hu; Xiaotao Gu; Hao Hu; Fan Zhang; Wei Wang; Dan Zhang (ACL (Findings), 2025)

LongSafety: Evaluating Long-Context Safety of Large Language Models. - Yida Lu; Jiale Cheng; Zhexin Zhang; Shiyao Cui; Cunxiang Wang; Xiaotao Gu; Yuxiao Dong; Jie Tang 001; Hongning Wang; Minlie Huang (ACL (1), 2025)

HPSS: Heuristic Prompting Strategy Search for LLM Evaluators. - Bosi Wen; Pei Ke; Yufei Sun; Cunxiang Wang; Xiaotao Gu; Jinfeng Zhou; Jie Tang; Hongning Wang; Minlie Huang (ACL (Findings), 2025)

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models. - Wenyi Hong; Yean Cheng; Zhuoyi Yang; Weihan Wang; Lefan Wang; Xiaotao Gu; Shiyu Huang 001; Yuxiao Dong; Jie Tang 001 (CVPR, 2025)

SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models. - Jiale Cheng; Xiao Liu 036; Cunxiang Wang; Xiaotao Gu; Yida Lu; Dan Zhang; Yuxiao Dong; Jie Tang 001; Hongning Wang; Minlie Huang (ICLR, 2025)

CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer. - Zhuoyi Yang; Jiayan Teng; Wendi Zheng; Ming Ding 004; Shiyu Huang 001; Jiazheng Xu; Yuanming Yang; Wenyi Hong; Xiaohan Zhang; Guanyu Feng; Da Yin; Yuxuan Zhang; et al. (ICLR, 2025)

StepMathAgent: A Step-Wise Agent for Evaluating Mathematical Processes through Tree-of-Error. - Shuxun Yang; Cunxiang Wang; Yidong Wang; Xiaotao Gu; Minlie Huang; Jie Tang (CoRR, 2025)

Concat-ID: Towards Universal Identity-Preserving Video Synthesis. - Yong Zhong; Zhuoyi Yang; Jiayan Teng; Xiaotao Gu; Chongxuan Li (CoRR, 2025)

VPO: Aligning Text-to-Video Generation Models with Prompt Optimization. - Jiale Cheng; Ruiliang Lyu; Xiaotao Gu; Xiao Liu 036; Jiazheng Xu; Yida Lu; Jiayan Teng; Zhuoyi Yang; Yuxiao Dong; Jie Tang 001; Hongning Wang; Minlie Huang (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)