PPaperPicks

Jie Tang

Tsinghua University, Department of Computer Science and Technology, Beijing, China

88 papers at tracked venues · 79 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3487-4593 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×33ICLR ×11NeurIPS ×9SIGKDD ×8AAAI ×6EMNLP ×6ICML ×4WWW ×3CVPR ×2ECCV ×2ICCV ×2SIGIR ×1WSDM ×1

Frequent coauthors

Yuxiao Dong
×50
Xiao Liu
×25
Minlie Huang
×19
Hongning Wang
×17
Xiaotao Gu
×17
Dan Zhang
×13
Jiale Cheng
×12
Juanzi Li
×12
Aohan Zeng
×11
Wenyi Hong
×10
Ming Ding
×10
Xiaohan Zhang
×9

Papers

  1. Beyond Literal Mapping: Benchmarking and Improving Non-Literal Translation Evaluation
    ACL 2026 ·
    Yanzhi Tian
    ,
    Cunxiang Wang
    ,
    Zeming Liu
    ,
    Heyan Huang
    ,
    Wenbo Yu
    ,
    Dawei Song
    , Jie Tang,
    Yuhang Guo
  2. Data Efficient RLVR via Off-Policy Influence Guidance
    ACL 2026 ·
    Erle Zhu
    ,
    Dazhi Jiang
    ,
    Yuan Wang
    ,
    Xujun Li
    ,
    Jiale Cheng
    ,
    Yuxian Gu
    ,
    Yilin Niu
    ,
    Aohan Zeng
    , Jie Tang,
    Minlie Huang
    ,
    Hongning Wang
  3. DataSciBench: An LLM Agent Benchmark for Data Science
    ACL 2026 ·
    Dan Zhang
    ,
    Sining Zhoubian
    ,
    Min Cai
    ,
    Fengzu Li
    ,
    Lekang Yang
    ,
    Wei Wang
    ,
    Tianjiao Dong
    ,
    Ziniu Hu
    , Jie Tang,
    Yisong Yue
  4. DiKGRec: Generative Recommender Model with Diffusion and Knowledge Graph-Based Reasoning
    SIGKDD 2026 ·
    Zhuoxun Zheng
    ,
    Baifan Zhou
    ,
    Ahmet Soylu
    , Jie Tang,
    Evgeny Kharlamov
  5. Glyph: Scaling Context Windows via Visual-Text Compression
    ACL 2026 ·
    Jiale Cheng
    ,
    Yusen Liu
    ,
    Xinyu Zhang
    ,
    Yulin Fei
    ,
    Wenyi Hong
    ,
    Ruiliang Lyu
    ,
    Weihan Wang
    ,
    Zhe Su
    ,
    Xiaotao Gu
    ,
    Xiao Liu
    ,
    Yushi Bai
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  6. HoWToBench: Holistic Evaluation for LLM's Capability in Human-level Writing using Tree of Writing
    ACL 2026 ·
    Andrew Zhuoer Feng
    ,
    Cunxiang Wang
    ,
    Yu Luo
    ,
    Lin Fan
    ,
    Irene Zhou
    ,
    Zikang Wang
    ,
    Xiaotao Gu
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  7. Incorporating Self-Rewriting into Large Language Model Reasoning Reinforcement
    AAAI 2026 ·
    Jiashu Yao
    ,
    Heyan Huang
    ,
    Shuang Zeng
    ,
    Chuwei Luo
    ,
    WangJie You
    , Jie Tang,
    Qingsong Liu
    ,
    Yuhang Guo
    ,
    Yangyang Kang
  8. KARL: Reinforcement Learning for LLM Agents on Multi-Turn Knowledge-Intensive Agentic Tasks
    ACL 2026 ·
    Xueqiao Sun
    ,
    Xiao Liu
    ,
    Bowen Lv
    ,
    Hanchen Zhang
    ,
    Bohao Jing
    ,
    Zehan Qi
    ,
    Yifan Xu
    ,
    Yuxiao Dong
    , Jie Tang
  9. MTP-RL: Acceleration of Reinforcement Learning Rollouts with Policy-Aligned Multi-Token Prediction
    ACL 2026 ·
    Ke Wang
    ,
    Aohan Zeng
    ,
    Zhengxiao Du
    ,
    Yuxuan Hu
    ,
    Bohan Zhang
    ,
    Xinyi Wang
    , Jie Tang,
    Jing Zhang
  10. MathSE: Improving Multimodal Mathematical Reasoning via Self-Evolving Iterative Reflection and Reward-Guided Fine-Tuning
    AAAI 2026 ·
    Jinhao Chen
    ,
    Zhen Yang
    ,
    Jianxin Shi
    ,
    Tianyu Wo
    , Jie Tang
  11. PlotGen-Bench: Evaluating VLMs on Generating Visualization Code from Diverse Plots across Multiple Libraries
    ACL 2026 ·
    Yi Zhao
    ,
    Zhen Yang
    ,
    Shuaiqi Duan
    ,
    Wenmeng Yu
    ,
    Zhe Su
    ,
    Jibing Gong
    , Jie Tang
  12. RPC-Bench: A Fine-grained Benchmark for Research Paper Comprehension
    ACL 2026 ·
    Yelin Chen
    ,
    Fanjin Zhang
    ,
    Suping Sun
    ,
    Yunhe Pang
    ,
    Yuanchun Wang
    ,
    Jian Song
    ,
    Xiaoyan Li
    ,
    Lei Hou
    ,
    Shu Zhao
    , Jie Tang,
    Juanzi Li
  13. SCAIR: Schema-Conditioned Agentic Iterative Reasoning for Enterprise Knowledge Graphs
    ACL 2026 ·
    Prateek Chaturvedi
    ,
    Yuqicheng Zhu
    ,
    Hongkuan Zhou
    ,
    Dongzhuoran Zhou
    ,
    Yunjie He
    ,
    Steffen Staab
    ,
    Fei Du
    , Jie Tang,
    Evgeny Kharlamov
  14. UDA: Unsupervised Debiasing Alignment for Pair-wise LLM-as-a-Judge
    AAAI 2026 ·
    Yang Zhang
    ,
    Cunxiang Wang
    ,
    Lindong Wu
    ,
    Wenbo Yu
    ,
    Yidong Wang
    ,
    Guangsheng Bao
    , Jie Tang
  15. VisionReward: Fine-Grained Multi-Dimensional Human Preference Learning for Image and Video Generation
    AAAI 2026 ·
    Jiazheng Xu
    ,
    Yu Huang
    ,
    Jiale Cheng
    ,
    Yuanming Yang
    ,
    Jiajun Xu
    ,
    Yuan Wang
    ,
    Wenbo Duan
    ,
    Shen Yang
    ,
    Qunlin Jin
    ,
    Shurun Li
    ,
    Jiayan Teng
    ,
    Zhuoyi Yang
    ,
    Wendi Zheng
    ,
    Xiao Liu
    ,
    Dan Zhang
    ,
    Ming Ding
    ,
    Xiaohan Zhang
    ,
    Shiyu Huang
    ,
    Xiaotao Gu
    ,
    Minlie Huang
    , Jie Tang,
    Yuxiao Dong
  16. A Stronger Mixture of Low-Rank Experts for Fine-Tuning Foundation Models
    ICML 2025 ·
    Mengyang Sun
    ,
    Yihao Wang
    ,
    Tao Feng
    ,
    Dan Zhang
    ,
    Yifan Zhu
    , Jie Tang
  17. A Survey of Post-Training Scaling in Large Language Models
    ACL 2025 ·
    Hanyu Lai
    ,
    Xiao Liu
    ,
    Junjie Gao
    ,
    Jiale Cheng
    ,
    Zehan Qi
    ,
    Yifan Xu
    ,
    Shuntian Yao
    ,
    Dan Zhang
    ,
    Jinhua Du
    ,
    Zhenyu Hou
    ,
    Xin Lv
    ,
    Minlie Huang
    ,
    Yuxiao Dong
    , Jie Tang
  18. AndroidGen: Building an Android Language Agent under Data Scarcity
    ACL 2025 ·
    Hanyu Lai
    ,
    Junjie Gao
    ,
    Xiao Liu
    ,
    Yifan Xu
    ,
    Shudan Zhang
    ,
    Yuxiao Dong
    , Jie Tang
  19. AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
    ACL 2025 ·
    Yifan Xu
    ,
    Xiao Liu
    ,
    Xueqiao Sun
    ,
    Siyi Cheng
    ,
    Hao Yu
    ,
    Hanyu Lai
    ,
    Shudan Zhang
    ,
    Dan Zhang
    , Jie Tang,
    Yuxiao Dong
  20. Can Large Language Models Master Complex Card Games?
    NeurIPS 2025 ·
    Wei Wang
    ,
    Fuqing Bie
    ,
    Junzhe Chen
    ,
    Dan Zhang
    ,
    Shiyu Huang
    ,
    Evgeny Kharlamov
    , Jie Tang
  21. CoT-based Synthesizer: Enhancing LLM Performance through Answer Synthesis
    ACL 2025 ·
    Bohan Zhang
    ,
    Xiaokang Zhang
    ,
    Jing Zhang
    ,
    Jifan Yu
    ,
    Sijia Luo
    , Jie Tang
  22. CogCoM: A Visual Language Model with Chain-of-Manipulations Reasoning
    ICLR 2025 ·
    Ji Qi
    ,
    Ming Ding
    ,
    Weihan Wang
    ,
    Yushi Bai
    ,
    Qingsong Lv
    ,
    Wenyi Hong
    ,
    Bin Xu
    ,
    Lei Hou
    ,
    Juanzi Li
    ,
    Yuxiao Dong
    , Jie Tang
  23. CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer
    ICLR 2025 ·
    Zhuoyi Yang
    ,
    Jiayan Teng
    ,
    Wendi Zheng
    ,
    Ming Ding
    ,
    Shiyu Huang
    ,
    Jiazheng Xu
    ,
    Yuanming Yang
    ,
    Wenyi Hong
    ,
    Xiaohan Zhang
    ,
    Guanyu Feng
    ,
    Da Yin
    ,
    Yuxuan Zhang
    ,
    Weihan Wang
    ,
    Yean Cheng
    ,
    Bin Xu
    ,
    Xiaotao Gu
    ,
    Yuxiao Dong
    , Jie Tang
  24. Dynamic Scaling of Unit Tests for Code Reward Modeling
    ACL 2025 ·
    Zeyao Ma
    ,
    Xiaokang Zhang
    ,
    Jing Zhang
    ,
    Jifan Yu
    ,
    Sijia Luo
    , Jie Tang
  25. GuARD: Effective Anomaly Detection through a Text-Rich and Graph-Informed Language Model
    SIGKDD 2025 ·
    Yunhe Pang
    ,
    Bo Chen
    ,
    Fanjin Zhang
    ,
    Yanghui Rao
    ,
    Evgeny Kharlamov
    , Jie Tang
  26. HPSS: Heuristic Prompting Strategy Search for LLM Evaluators
    ACL 2025 ·
    Bosi Wen
    ,
    Pei Ke
    ,
    Yufei Sun
    ,
    Cunxiang Wang
    ,
    Xiaotao Gu
    ,
    Jinfeng Zhou
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  27. LVBench: An Extreme Long Video Understanding Benchmark
    ICCV 2025 ·
    Weihan Wang
    ,
    Zehai He
    ,
    Wenyi Hong
    ,
    Yean Cheng
    ,
    Xiaohan Zhang
    ,
    Ji Qi
    ,
    Ming Ding
    ,
    Xiaotao Gu
    ,
    Shiyu Huang
    ,
    Bin Xu
    ,
    Yuxiao Dong
    , Jie Tang
  28. LogicGame: Benchmarking Rule-Based Reasoning Abilities of Large Language Models
    ACL 2025 ·
    Jiayi Gui
    ,
    Yiming Liu
    ,
    Jiale Cheng
    ,
    Xiaotao Gu
    ,
    Xiao Liu
    ,
    Hongning Wang
    ,
    Yuxiao Dong
    , Jie Tang,
    Minlie Huang
  29. LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
    ACL 2025 ·
    Yushi Bai
    ,
    Shangqing Tu
    ,
    Jiajie Zhang
    ,
    Hao Peng
    ,
    Xiaozhi Wang
    ,
    Xin Lv
    ,
    Shulin Cao
    ,
    Jiazheng Xu
    ,
    Lei Hou
    ,
    Yuxiao Dong
    , Jie Tang,
    Juanzi Li
  30. LongSafety: Evaluating Long-Context Safety of Large Language Models
    ACL 2025 ·
    Yida Lu
    ,
    Jiale Cheng
    ,
    Zhexin Zhang
    ,
    Shiyao Cui
    ,
    Cunxiang Wang
    ,
    Xiaotao Gu
    ,
    Yuxiao Dong
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  31. LongWriter: Unleashing 10, 000+ Word Generation from Long Context LLMs
    ICLR 2025 ·
    Yushi Bai
    ,
    Jiajie Zhang
    ,
    Xin Lv
    ,
    Linzhi Zheng
    ,
    Siqi Zhu
    ,
    Lei Hou
    ,
    Yuxiao Dong
    , Jie Tang,
    Juanzi Li
  32. MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models
    CVPR 2025 ·
    Wenyi Hong
    ,
    Yean Cheng
    ,
    Zhuoyi Yang
    ,
    Weihan Wang
    ,
    Lefan Wang
    ,
    Xiaotao Gu
    ,
    Shiyu Huang
    ,
    Yuxiao Dong
    , Jie Tang
  33. SPaR: Self-Play with Tree-Search Refinement to Improve Instruction-Following in Large Language Models
    ICLR 2025 ·
    Jiale Cheng
    ,
    Xiao Liu
    ,
    Cunxiang Wang
    ,
    Xiaotao Gu
    ,
    Yida Lu
    ,
    Dan Zhang
    ,
    Yuxiao Dong
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  34. SWE-Dev: Building Software Engineering Agents with Training and Inference Scaling
    ACL 2025 ·
    Haoran Wang
    ,
    Zhenyu Hou
    ,
    Yao Wei
    , Jie Tang,
    Yuxiao Dong
  35. Scaling Speech-Text Pre-training with Synthetic Interleaved Data
    ICLR 2025 ·
    Aohan Zeng
    ,
    Zhengxiao Du
    ,
    Mingdao Liu
    ,
    Lei Zhang
    ,
    Shengmin Jiang
    ,
    Yuxiao Dong
    , Jie Tang
  36. Small Language Model Makes an Effective Long Text Extractor
    AAAI 2025 ·
    Yelin Chen
    ,
    Fanjin Zhang
    , Jie Tang
  37. SoAy: A Solution-based LLM API-using Methodology for Academic Information Seeking
    SIGKDD 2025 ·
    Yuanchun Wang
    ,
    Jifan Yu
    ,
    Zijun Yao
    ,
    Jing Zhang
    ,
    Yuyang Xie
    ,
    Shangqing Tu
    ,
    Yiyang Fu
    ,
    Youhe Feng
    ,
    Jinkai Zhang
    ,
    Jingyao Zhang
    ,
    Bowen Huang
    ,
    Yuanyao Li
    ,
    Huihui Yuan
    ,
    Lei Hou
    ,
    Juanzi Li
    , Jie Tang
  38. T1: Advancing Language Model Reasoning through Reinforcement Learning and Inference Scaling
    ICML 2025 ·
    Zhenyu Hou
    ,
    Xin Lv
    ,
    Rui Lu
    ,
    Jiajie Zhang
    ,
    Yujiang Li
    ,
    Zijun Yao
    ,
    Juanzi Li
    , Jie Tang,
    Yuxiao Dong
  39. TableLLM: Enabling Tabular Data Manipulation by LLMs in Real Office Usage Scenarios
    ACL 2025 ·
    Xiaokang Zhang
    ,
    Sijia Luo
    ,
    Bohan Zhang
    ,
    Zeyao Ma
    ,
    Jing Zhang
    ,
    Yang Li
    ,
    Guanlin Li
    ,
    Zijun Yao
    ,
    Kangli Xu
    ,
    Jinchang Zhou
    ,
    Daniel Zhang-Li
    ,
    Jifan Yu
    ,
    Shu Zhao
    ,
    Juanzi Li
    , Jie Tang
  40. TreeRL: LLM Reinforcement Learning with On-Policy Tree Search
    ACL 2025 ·
    Zhenyu Hou
    ,
    Ziniu Hu
    ,
    Yujiang Li
    ,
    Rui Lu
    , Jie Tang,
    Yuxiao Dong
  41. Understanding the Stability-based Generalization of Personalized Federated Learning
    ICLR 2025 ·
    Yingqi Liu
    ,
    Qinglun Li
    , Jie Tang,
    Yifan Shi
    ,
    Li Shen
    ,
    Xiaochun Cao
  42. VPO: Aligning Text-to-Video Generation Models with Prompt Optimization
    ICCV 2025 ·
    Jiale Cheng
    ,
    Ruiliang Lyu
    ,
    Xiaotao Gu
    ,
    Xiao Liu
    ,
    Jiazheng Xu
    ,
    Yida Lu
    ,
    Jiayan Teng
    ,
    Zhuoyi Yang
    ,
    Yuxiao Dong
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  43. VisualAgentBench: Towards Large Multimodal Models as Visual Foundation Agents
    ICLR 2025 ·
    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
  44. WebRL: Training LLM Web Agents via Self-Evolving Online Curriculum Reinforcement Learning
    ICLR 2025 ·
    Zehan Qi
    ,
    Xiao Liu
    ,
    Iat Long Iong
    ,
    Hanyu Lai
    ,
    Xueqiao Sun
    ,
    Jiadai Sun
    ,
    Xinyue Yang
    ,
    Yu Yang
    ,
    Shuntian Yao
    ,
    Wei Xu
    , Jie Tang,
    Yuxiao Dong
  45. ZeroFlow: Overcoming Catastrophic Forgetting is Easier than You Think
    ICML 2025 ·
    Tao Feng
    ,
    Wei Li
    ,
    Didi Zhu
    ,
    Hangjie Yuan
    ,
    Wendi Zheng
    ,
    Dan Zhang
    , Jie Tang
  46. AgentBench: Evaluating LLMs as Agents
    ICLR 2024 ·
    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
  47. AgentTuning: Enabling Generalized Agent Abilities for LLMs
    ACL 2024 ·
    Aohan Zeng
    ,
    Mingdao Liu
    ,
    Rui Lu
    ,
    Bowen Wang
    ,
    Xiao Liu
    ,
    Yuxiao Dong
    , Jie Tang
  48. AlignBench: Benchmarking Chinese Alignment of Large Language Models
    ACL 2024 ·
    Xiao Liu
    ,
    Xuanyu Lei
    ,
    Shengyuan Wang
    ,
    Yue Huang
    ,
    Andrew Feng
    ,
    Bosi Wen
    ,
    Jiale Cheng
    ,
    Pei Ke
    ,
    Yifan Xu
    ,
    Weng Lam Tam
    ,
    Xiaohan Zhang
    ,
    Lichao Sun
    ,
    Xiaotao Gu
    ,
    Hongning Wang
    ,
    Jing Zhang
    ,
    Minlie Huang
    ,
    Yuxiao Dong
    , Jie Tang
  49. AutoDetect: Towards a Unified Framework for Automated Weakness Detection in Large Language Models
    EMNLP 2024 ·
    Jiale Cheng
    ,
    Yida Lu
    ,
    Xiaotao Gu
    ,
    Pei Ke
    ,
    Xiao Liu
    ,
    Yuxiao Dong
    ,
    Hongning Wang
    , Jie Tang,
    Minlie Huang
  50. AutoRE: Document-Level Relation Extraction with Large Language Models
    ACL 2024 ·
    Lilong Xue
    ,
    Dan Zhang
    ,
    Yuxiao Dong
    , Jie Tang
  51. AutoWebGLM: A Large Language Model-based Web Navigating Agent
    SIGKDD 2024 ·
    Hanyu Lai
    ,
    Xiao Liu
    ,
    Iat Long Iong
    ,
    Shuntian Yao
    ,
    Yuxuan Chen
    ,
    Pengbo Shen
    ,
    Hao Yu
    ,
    Hanchen Zhang
    ,
    Xiaohan Zhang
    ,
    Yuxiao Dong
    , Jie Tang
  52. BOND: Bootstrapping From-Scratch Name Disambiguation with Multi-task Promoting
    WWW 2024 ·
    Yuqing Cheng
    ,
    Bo Chen
    ,
    Fanjin Zhang
    , Jie Tang
  53. Benchmarking Complex Instruction-Following with Multiple Constraints Composition
    NeurIPS 2024 ·
    Bosi Wen
    ,
    Pei Ke
    ,
    Xiaotao Gu
    ,
    Lindong Wu
    ,
    Hao Huang
    ,
    Jinfeng Zhou
    ,
    Wenchuang Li
    ,
    Binxin Hu
    ,
    Wendy Gao
    ,
    Jiaxing Xu
    ,
    Yiming Liu
    , Jie Tang,
    Hongning Wang
    ,
    Minlie Huang
  54. Black-Box Prompt Optimization: Aligning Large Language Models without Model Training
    ACL 2024 ·
    Jiale Cheng
    ,
    Xiao Liu
    ,
    Kehan Zheng
    ,
    Pei Ke
    ,
    Hongning Wang
    ,
    Yuxiao Dong
    , Jie Tang,
    Minlie Huang
  55. Challenges Toward AGI and Its Impact to the Web
    WWW 2024 ·
    Bo Zhang
    , Jie Tang
  56. CharacterGLM: Customizing Social Characters with Large Language Models
    EMNLP 2024 ·
    Jinfeng Zhou
    ,
    Zhuang Chen
    ,
    Dazhen Wan
    ,
    Bosi Wen
    ,
    Yi Song
    ,
    Jifan Yu
    ,
    Yongkang Huang
    ,
    Pei Ke
    ,
    Guanqun Bi
    ,
    Libiao Peng
    ,
    Jiaming Yang
    ,
    Xiyao Xiao
    ,
    Sahand Sabour
    ,
    Xiaohan Zhang
    ,
    Wenjing Hou
    ,
    Yijia Zhang
    ,
    Yuxiao Dong
    ,
    Hongning Wang
    , Jie Tang,
    Minlie Huang
  57. ChatGLM-Math: Improving Math Problem-Solving in Large Language Models with a Self-Critique Pipeline
    EMNLP 2024 ·
    Yifan Xu
    ,
    Xiao Liu
    ,
    Xinghan Liu
    ,
    Zhenyu Hou
    ,
    Yueyan Li
    ,
    Xiaohan Zhang
    ,
    Zihan Wang
    ,
    Aohan Zeng
    ,
    Zhengxiao Du
    ,
    Wenyi Zhao
    , Jie Tang,
    Yuxiao Dong
  58. CogAgent: A Visual Language Model for GUI Agents
    CVPR 2024 ·
    Wenyi Hong
    ,
    Weihan Wang
    ,
    Qingsong Lv
    ,
    Jiazheng Xu
    ,
    Wenmeng Yu
    ,
    Junhui Ji
    ,
    Yan Wang
    ,
    Zihan Wang
    ,
    Yuxiao Dong
    ,
    Ming Ding
    , Jie Tang
  59. CogVLM: Visual Expert for Pretrained Language Models
    NeurIPS 2024 ·
    Weihan Wang
    ,
    Qingsong Lv
    ,
    Wenmeng Yu
    ,
    Wenyi Hong
    ,
    Ji Qi
    ,
    Yan Wang
    ,
    Junhui Ji
    ,
    Zhuoyi Yang
    ,
    Lei Zhao
    ,
    Xixuan Song
    ,
    Jiazheng Xu
    ,
    Keqin Chen
    ,
    Bin Xu
    ,
    Juanzi Li
    ,
    Yuxiao Dong
    ,
    Ming Ding
    , Jie Tang
  60. CogView3: Finer and Faster Text-to-Image Generation via Relay Diffusion
    ECCV 2024 ·
    Wendi Zheng
    ,
    Jiayan Teng
    ,
    Zhuoyi Yang
    ,
    Weihan Wang
    ,
    Jidong Chen
    ,
    Xiaotao Gu
    ,
    Yuxiao Dong
    ,
    Ming Ding
    , Jie Tang
  61. CritiqueLLM: Towards an Informative Critique Generation Model for Evaluation of Large Language Model Generation
    ACL 2024 ·
    Pei Ke
    ,
    Bosi Wen
    ,
    Andrew Feng
    ,
    Xiao Liu
    ,
    Xuanyu Lei
    ,
    Jiale Cheng
    ,
    Shengyuan Wang
    ,
    Aohan Zeng
    ,
    Yuxiao Dong
    ,
    Hongning Wang
    , Jie Tang,
    Minlie Huang
  62. Generative AI Day
    SIGKDD 2024 · Jie Tang,
    Yuxiao Dong
    ,
    Michalis Vazirgiannis
  63. Inf-DiT: Upsampling Any-Resolution Image with Memory-Efficient Diffusion Transformer
    ECCV 2024 ·
    Zhuoyi Yang
    ,
    Heyang Jiang
    ,
    Wenyi Hong
    ,
    Jiayan Teng
    ,
    Wendi Zheng
    ,
    Yuxiao Dong
    ,
    Ming Ding
    , Jie Tang
  64. KoLA: Carefully Benchmarking World Knowledge of Large Language Models
    ICLR 2024 ·
    Jifan Yu
    ,
    Xiaozhi Wang
    ,
    Shangqing Tu
    ,
    Shulin Cao
    ,
    Daniel Zhang-Li
    ,
    Xin Lv
    ,
    Hao Peng
    ,
    Zijun Yao
    ,
    Xiaohan Zhang
    ,
    Hanming Li
    ,
    Chunyang Li
    ,
    Zheyuan Zhang
    ,
    Yushi Bai
    ,
    Yantao Liu
    ,
    Amy Xin
    ,
    Kaifeng Yun
    ,
    Linlu Gong
    ,
    Nianyi Lin
    ,
    Jianhui Chen
    ,
    Zhili Wu
    ,
    Yunjia Qi
    ,
    Weikai Li
    ,
    Yong Guan
    ,
    Kaisheng Zeng
    ,
    Ji Qi
    ,
    Hailong Jin
    ,
    Jinxin Liu
    ,
    Yu Gu
    ,
    Yuan Yao
    ,
    Ning Ding
    ,
    Lei Hou
    ,
    Zhiyuan Liu
    ,
    Bin Xu
    , Jie Tang,
    Juanzi Li
  65. LongAlign: A Recipe for Long Context Alignment of Large Language Models
    EMNLP 2024 ·
    Yushi Bai
    ,
    Xin Lv
    ,
    Jiajie Zhang
    ,
    Yuze He
    ,
    Ji Qi
    ,
    Lei Hou
    , Jie Tang,
    Yuxiao Dong
    ,
    Juanzi Li
  66. LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding
    ACL 2024 ·
    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
  67. LongRAG: A Dual-Perspective Retrieval-Augmented Generation Paradigm for Long-Context Question Answering
    EMNLP 2024 ·
    Qingfei Zhao
    ,
    Ruobing Wang
    ,
    Yukuo Cen
    ,
    Daren Zha
    ,
    Shicheng Tan
    ,
    Yuxiao Dong
    , Jie Tang
  68. MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training
    NeurIPS 2024 ·
    Bo Chen
    ,
    Zhilei Bei
    ,
    Xingyi Cheng
    ,
    Pan Li
    , Jie Tang,
    Le Song
  69. Middleware for LLMs: Tools Are Instrumental for Language Agents in Complex Environments
    EMNLP 2024 ·
    Yu Gu
    ,
    Yiheng Shu
    ,
    Hao Yu
    ,
    Xiao Liu
    ,
    Yuxiao Dong
    , Jie Tang,
    Jayanth Srinivasa
    ,
    Hugo Latapie
    ,
    Yu Su
  70. NaturalCodeBench: Examining Coding Performance Mismatch on HumanEval and Natural User Queries
    ACL 2024 ·
    Shudan Zhang
    ,
    Hanlin Zhao
    ,
    Xiao Liu
    ,
    Qinkai Zheng
    ,
    Zehan Qi
    ,
    Xiaotao Gu
    ,
    Yuxiao Dong
    , Jie Tang
  71. OAG-Bench: A Human-Curated Benchmark for Academic Graph Mining
    SIGKDD 2024 ·
    Fanjin Zhang
    ,
    Shijie Shi
    ,
    Yifan Zhu
    ,
    Bo Chen
    ,
    Yukuo Cen
    ,
    Jifan Yu
    ,
    Yelin Chen
    ,
    Lulu Wang
    ,
    Qingfei Zhao
    ,
    Yuqing Cheng
    ,
    Tianyi Han
    ,
    Yuwei An
    ,
    Dan Zhang
    ,
    Weng Lam Tam
    ,
    Kun Cao
    ,
    Yunhe Pang
    ,
    Xinyu Guan
    ,
    Huihui Yuan
    ,
    Jian Song
    ,
    Xiaoyan Li
    ,
    Yuxiao Dong
    , Jie Tang
  72. OpenWebAgent: An Open Toolkit to Enable Web Agents on Large Language Models
    ACL 2024 ·
    Iat Long Iong
    ,
    Xiao Liu
    ,
    Yuxuan Chen
    ,
    Hanyu Lai
    ,
    Shuntian Yao
    ,
    Pengbo Shen
    ,
    Hao Yu
    ,
    Yuxiao Dong
    , Jie Tang
  73. Pre-Training and Prompting for Few-Shot Node Classification on Text-Attributed Graphs
    SIGKDD 2024 ·
    Huanjing Zhao
    ,
    Beining Yang
    ,
    Yukuo Cen
    ,
    Junyu Ren
    ,
    Chenhui Zhang
    ,
    Yuxiao Dong
    ,
    Evgeny Kharlamov
    ,
    Shu Zhao
    , Jie Tang
  74. ReST-MCTS*: LLM Self-Training via Process Reward Guided Tree Search
    NeurIPS 2024 ·
    Dan Zhang
    ,
    Sining Zhoubian
    ,
    Ziniu Hu
    ,
    Yisong Yue
    ,
    Yuxiao Dong
    , Jie Tang
  75. RecDCL: Dual Contrastive Learning for Recommendation
    WWW 2024 ·
    Dan Zhang
    ,
    Yangliao Geng
    ,
    Wenwen Gong
    ,
    Zhongang Qi
    ,
    Zhiyu Chen
    ,
    Xing Tang
    ,
    Ying Shan
    ,
    Yuxiao Dong
    , Jie Tang
  76. Relay Diffusion: Unifying diffusion process across resolutions for image synthesis
    ICLR 2024 ·
    Jiayan Teng
    ,
    Wendi Zheng
    ,
    Ming Ding
    ,
    Wenyi Hong
    ,
    Jianqiao Wangni
    ,
    Zhuoyi Yang
    , Jie Tang
  77. Revisiting Parallel Context Windows: A Frustratingly Simple Alternative and Chain-of-Thought Deterioration
    ACL 2024 ·
    Kejuan Yang
    ,
    Xiao Liu
    ,
    Kaiwen Men
    ,
    Aohan Zeng
    ,
    Yuxiao Dong
    , Jie Tang
  78. SafetyBench: Evaluating the Safety of Large Language Models
    ACL 2024 ·
    Zhexin Zhang
    ,
    Leqi Lei
    ,
    Lindong Wu
    ,
    Rui Sun
    ,
    Yongkang Huang
    ,
    Chong Long
    ,
    Xiao Liu
    ,
    Xuanyu Lei
    , Jie Tang,
    Minlie Huang
  79. SciInstruct: a Self-Reflective Instruction Annotated Dataset for Training Scientific Language Models
    NeurIPS 2024 ·
    Dan Zhang
    ,
    Ziniu Hu
    ,
    Sining Zhoubian
    ,
    Zhengxiao Du
    ,
    Kaiyu Yang
    ,
    Zihan Wang
    ,
    Yisong Yue
    ,
    Yuxiao Dong
    , Jie Tang
  80. SpreadsheetBench: Towards Challenging Real World Spreadsheet Manipulation
    NeurIPS 2024 ·
    Zeyao Ma
    ,
    Bohan Zhang
    ,
    Jing Zhang
    ,
    Jifan Yu
    ,
    Xiaokang Zhang
    ,
    Xiaohan Zhang
    ,
    Sijia Luo
    ,
    Xi Wang
    , Jie Tang
  81. The First Workshop on AI Behavioral Science
    SIGKDD 2024 ·
    Himabindu Lakkaraju
    ,
    Qiaozhu Mei
    ,
    Chenhao Tan
    , Jie Tang,
    Yutong Xie
  82. The Second Workshop on Large Language Models for Individuals, Groups, and Society
    SIGIR 2024 ·
    Michael Bendersky
    ,
    Cheng Li
    ,
    Qiaozhu Mei
    ,
    Vanessa Murdock
    , Jie Tang,
    Hongning Wang
    ,
    Hamed Zamani
    ,
    Mingyang Zhang
    ,
    Xingjian Zhang
  83. Towards Efficient Exact Optimization of Language Model Alignment
    ICML 2024 ·
    Haozhe Ji
    ,
    Cheng Lu
    ,
    Yilin Niu
    ,
    Pei Ke
    ,
    Hongning Wang
    ,
    Jun Zhu
    , Jie Tang,
    Minlie Huang
  84. Training Compute-Optimal Protein Language Models
    NeurIPS 2024 ·
    Xingyi Cheng
    ,
    Bo Chen
    ,
    Pan Li
    ,
    Jing Gong
    , Jie Tang,
    Le Song
  85. Transferable and Efficient Non-Factual Content Detection via Probe Training with Offline Consistency Checking
    ACL 2024 ·
    Xiaokang Zhang
    ,
    Zijun Yao
    ,
    Jing Zhang
    ,
    Kaifeng Yun
    ,
    Jifan Yu
    ,
    Juanzi Li
    , Jie Tang
  86. TriSampler: A Better Negative Sampling Principle for Dense Retrieval
    AAAI 2024 ·
    Zhen Yang
    ,
    Zhou Shao
    ,
    Yuxiao Dong
    , Jie Tang
  87. Understanding Emergent Abilities of Language Models from the Loss Perspective
    NeurIPS 2024 ·
    Zhengxiao Du
    ,
    Aohan Zeng
    ,
    Yuxiao Dong
    , Jie Tang
  88. WSDM 2024 Workshop on Large Language Models for Individuals, Groups, and Society
    WSDM 2024 ·
    Michael Bendersky
    ,
    Cheng Li
    ,
    Qiaozhu Mei
    ,
    Vanessa Murdock
    , Jie Tang,
    Hongning Wang
    ,
    Hamed Zamani
    ,
    Mingyang Zhang