PPaperPicks

Hai-Tao Zheng

Tsinghua University, Graduate School at Shenzhen, Shenzhen, China

31 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-5128-5649 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×6AAAI ×5EMNLP ×5CIKM ×4ICLR ×2NeurIPS ×2SIGKDD ×2CCS ×1CVPR ×1ECAI ×1ICDE ×1ICML ×1

Frequent coauthors

Yinghui Li
×17
Yangning Li
×15
Philip S. Yu
×8
Hong-Gee Kim
×7
Wenhao Jiang
×7
Jingheng Ye
×6
Ying Shen
×6
Zishan Xu
×5
Shirong Ma
×5
Haojing Huang
×5
Tianyu Yu
×4
Shang Qin
×3

Papers

  1. CL²GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
    ACL 2026 ·
    Shang Qin
    ,
    Jingheng Ye
    ,
    Yinghui Li
    , Hai-Tao Zheng,
    Qi Li
    ,
    Jinxiao Shan
    ,
    Zhixing Li
    ,
    Hong-Gee Kim
  2. GMSA: Enhancing Context Compression via Group Merging and Layer Semantic Alignment
    ACL 2026 ·
    Jiwei Tang
    ,
    Zhicheng Zhang
    ,
    Shunlong Wu
    ,
    Jingheng Ye
    ,
    Lichen Bai
    ,
    Zitai Wang
    ,
    Tingwei Lu
    ,
    Lin Hai
    ,
    Yiming Zhao
    , Hai-Tao Zheng,
    Hong-Gee Kim
  3. AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
    NeurIPS 2025 ·
    Yangning Li
    ,
    Shaoshen Chen
    ,
    Yinghui Li
    ,
    Yankai Chen
    , Hai-Tao Zheng,
    Hui Wang
    ,
    Wenhao Jiang
    ,
    Philip S. Yu
  4. Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
    ICLR 2025 ·
    Yangning Li
    ,
    Yinghui Li
    ,
    Xinyu Wang
    ,
    Yong Jiang
    ,
    Zhen Zhang
    ,
    Xinran Zheng
    ,
    Hui Wang
    , Hai-Tao Zheng,
    Fei Huang
    ,
    Jingren Zhou
    ,
    Philip S. Yu
  5. CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
    ACL 2025 ·
    Jingheng Ye
    ,
    Zishan Xu
    ,
    Yinghui Li
    ,
    Linlin Song
    ,
    Qingyu Zhou
    , Hai-Tao Zheng,
    Ying Shen
    ,
    Wenhao Jiang
    ,
    Hong-Gee Kim
    ,
    Ruitong Liu
    ,
    Xin Su
    ,
    Zifei Shan
  6. DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
    ACL 2025 ·
    Shaoshen Chen
    ,
    Yangning Li
    ,
    Zishan Xu
    ,
    Yongqin Zeng
    ,
    Shunlong Wu
    ,
    Xinshuo Hu
    ,
    Zifei Shan
    ,
    Xin Su
    ,
    Jiwei Tang
    ,
    Yinghui Li
    , Hai-Tao Zheng
  7. Dual Denoising Diffusion Model for Session-based Social Recommendation
    CIKM 2025 ·
    Mengying Lu
    , Hai-Tao Zheng,
    Lan Zhou
    ,
    Qi Li
    ,
    Jinxiao Shan
    ,
    Zhixing Li
    ,
    Hong-Gee Kim
  8. EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
    AAAI 2025 ·
    Jingheng Ye
    ,
    Shang Qin
    ,
    Yinghui Li
    ,
    Xuxin Cheng
    ,
    Libo Qin
    , Hai-Tao Zheng,
    Ying Shen
    ,
    Peng Xing
    ,
    Zishan Xu
    ,
    Guo Cheng
    ,
    Wenhao Jiang
  9. Frozen Language Models Are Gradient Coherence Rectifiers in Vision Transformers
    AAAI 2025 ·
    Lichen Bai
    ,
    Zixuan Xiong
    ,
    Hai Lin
    ,
    Guangwei Xu
    ,
    Xiangjin Xie
    ,
    Ruijie Guo
    ,
    Zhanhui Kang
    , Haitao Zheng,
    Hong-Gee Kim
  10. LexSemBridge: Fine-Grained Dense Representation Enhancement Through Token-Aware Embedding Augmentation
    ECAI 2025 ·
    Shaoxiong Zhan
    ,
    Hai Lin
    ,
    Hongming Tan
    ,
    Xiaodong Cai
    , Hai-Tao Zheng,
    Xin Su
    ,
    Zifei Shan
    ,
    Ruitong Liu
    ,
    Hong-Gee Kim
  11. MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
    EMNLP 2025 ·
    Peng Xing
    ,
    Yinghui Li
    ,
    Shirong Ma
    ,
    Xinnian Liang
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    , Hai-Tao Zheng,
    Wenhao Jiang
    ,
    Ying Shen
  12. One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
    ICML 2025 ·
    Yinghui Li
    ,
    Jiayi Kuang
    ,
    Haojing Huang
    ,
    Zhikun Xu
    ,
    Xinnian Liang
    ,
    Yi Yu
    ,
    Wenlian Lu
    ,
    Yangning Li
    ,
    Xiaoyu Tan
    ,
    Chao Qu
    ,
    Ying Shen
    , Hai-Tao Zheng,
    Philip S. Yu
  13. Position: LLMs Can be Good Tutors in English Education
    EMNLP 2025 ·
    Jingheng Ye
    ,
    Shen Wang
    ,
    Deqing Zou
    ,
    Yibo Yan
    ,
    Kun Wang
    , Hai-Tao Zheng,
    Ruitong Liu
    ,
    Zenglin Xu
    ,
    Irwin King
    ,
    Philip S. Yu
    ,
    Qingsong Wen
  14. RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
    EMNLP 2025 ·
    Qingsong Lv
    ,
    Yangning Li
    ,
    Zihua Lan
    ,
    Zishan Xu
    ,
    Jiwei Tang
    ,
    Tingwei Lu
    ,
    Yinghui Li
    ,
    Wenhao Jiang
    ,
    Hong-Gee Kim
    , Hai-Tao Zheng,
    Philip S. Yu
  15. ROMA: Recommendation-Oriented Language Model Adaptation Using Multi-Modal Multi-Domain Item Sequences
    SIGKDD 2025 ·
    Xingyu Lu
    ,
    Jinpeng Wang
    ,
    Jieming Zhu
    ,
    Zhicheng Zhang
    ,
    Deqing Zou
    , Hai-Tao Zheng,
    Shu-Tao Xia
    ,
    Rui Zhang
  16. Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
    ICLR 2025 ·
    Yinghui Li
    ,
    Haojing Huang
    ,
    Jiayi Kuang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Chao Qu
    ,
    Xiaoyu Tan
    , Hai-Tao Zheng,
    Ying Shen
    ,
    Philip S. Yu
  17. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 ·
    Yinghui Li
    ,
    Shang Qin
    ,
    Jingheng Ye
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shu-Yu Guo
    ,
    Libo Qin
    ,
    Xuming Hu
    ,
    Wenhao Jiang
    , Hai-Tao Zheng,
    Philip S. Yu
  18. UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities
    ICDE 2025 ·
    Yangning Li
    ,
    Qingsong Lv
    ,
    Tianyu Yu
    ,
    Yinghui Li
    ,
    Xuming Hu
    ,
    Wenhao Jiang
    , Haitao Zheng,
    Hui Wang
  19. VLM as Policy: Common-Law Content Moderation Framework for Short Video Platform
    SIGKDD 2025 ·
    Xingyu Lu
    ,
    Tianke Zhang
    ,
    Chang Meng
    ,
    Xiaobei Wang
    ,
    Jinpeng Wang
    ,
    Yifan Zhang
    ,
    Shisong Tang
    ,
    Changyi Liu
    ,
    Haojie Ding
    ,
    Kaiyu Jiang
    ,
    Kaiyu Tang
    ,
    Bin Wen
    , Hai-Tao Zheng,
    Fan Yang
    ,
    Tingting Gao
    ,
    Di Zhang
    ,
    Kun Gai
  20. EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
    AAAI 2024 ·
    Yangning Li
    ,
    Shirong Ma
    ,
    Xiaobin Wang
    ,
    Shen Huang
    ,
    Chengyue Jiang
    , Haitao Zheng,
    Pengjun Xie
    ,
    Fei Huang
    ,
    Yong Jiang
  21. Empowering Private Tutoring by Chaining Large Language Models
    CIKM 2024 ·
    Yulin Chen
    ,
    Ning Ding
    , Hai-Tao Zheng,
    Zhiyuan Liu
    ,
    Maosong Sun
    ,
    Bowen Zhou
  22. From Retrieval to Generation: Efficient and Effective Entity Set Expansion
    CIKM 2024 ·
    Shulin Huang
    ,
    Shirong Ma
    ,
    Yangning Li
    ,
    Yinghui Li
    , Hai-Tao Zheng
  23. HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation
    EMNLP 2024 ·
    Chuancheng Lv
    ,
    Lei Li
    ,
    Shitou Zhang
    ,
    Gang Chen
    ,
    Fanchao Qi
    ,
    Ningyu Zhang
    , Hai-Tao Zheng
  24. MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
    AAAI 2024 ·
    Yangning Li
    ,
    Tingwei Lu
    , Hai-Tao Zheng,
    Yinghui Li
    ,
    Shulin Huang
    ,
    Tianyu Yu
    ,
    Jun Yuan
    ,
    Rui Zhang
  25. MoleculeQA: A Dataset to Evaluate Factual Accuracy in Molecular Comprehension
    EMNLP 2024 ·
    Xingyu Lu
    ,
    He Cao
    ,
    Zijing Liu
    ,
    Shengyuan Bai
    ,
    Leqing Chen
    ,
    Yuan Yao
    , Hai-Tao Zheng,
    Yu Li
  26. RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-Grained Correctional Human Feedback
    CVPR 2024 ·
    Tianyu Yu
    ,
    Yuan Yao
    ,
    Haoye Zhang
    ,
    Taiwen He
    ,
    Yifeng Han
    ,
    Ganqu Cui
    ,
    Jinyi Hu
    ,
    Zhiyuan Liu
    , Hai-Tao Zheng,
    Maosong Sun
  27. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·
    Tianyu Yu
    ,
    Chengyue Jiang
    ,
    Chao Lou
    ,
    Shen Huang
    ,
    Xiaobin Wang
    ,
    Wei Liu
    ,
    Jiong Cai
    ,
    Yangning Li
    ,
    Yinghui Li
    ,
    Kewei Tu
    , Hai-Tao Zheng,
    Ningyu Zhang
    ,
    Pengjun Xie
    ,
    Fei Huang
    ,
    Yong Jiang
  28. Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
    ACL 2024 ·
    Yinghui Li
    ,
    Zishan Xu
    ,
    Shaoshen Chen
    ,
    Haojing Huang
    ,
    Yangning Li
    ,
    Shirong Ma
    ,
    Yong Jiang
    ,
    Zhongli Li
    ,
    Qingyu Zhou
    , Hai-Tao Zheng,
    Ying Shen
  29. Understanding Implosion in Text-to-Image Generative Models
    CCS 2024 ·
    Wenxin Ding
    ,
    Cathy Yuanchen Li
    ,
    Shawn Shan
    ,
    Ben Y. Zhao
    , Hai-Tao Zheng
  30. UniEmbedding: Learning Universal Multi-Modal Multi-Domain Item Embeddings via User-View Contrastive Learning
    CIKM 2024 ·
    Boqi Dai
    ,
    Zhaocheng Du
    ,
    Jieming Zhu
    ,
    Jintao Xu
    ,
    Deqing Zou
    ,
    Quanyu Dai
    ,
    Zhenhua Dong
    ,
    Rui Zhang
    , Hai-Tao Zheng
  31. When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
    NeurIPS 2024 ·
    Yinghui Li
    ,
    Qingyu Zhou
    ,
    Yuanzhen Luo
    ,
    Shirong Ma
    ,
    Yangning Li
    , Hai-Tao Zheng,
    Xuming Hu
    ,
    Philip S. Yu