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Dongfang Li

15 papers at tracked venues · 10 at CORE A* · active 2024–2026

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Venues

ACL ×5EMNLP ×4AAAI ×3NeurIPS ×2NAACL ×1

Frequent coauthors

Baotian Hu
×15
Min Zhang
×14
Xinshuo Hu
×7
Zetian Sun
×6
Zhenyu Liu
×6
Xinping Zhao
×4
Yibin Chen
×3
Yan Zhong
×2
Xuebo Liu
×2
Zhuoen Chen
×1
Meishan Zhang
×1
Zixuan Liu
×1

Papers

  1. Dynamic Long Context Reasoning over Compressed Memory via End-to-End Reinforcement Learning
    ACL 2026 ·
    Zhuoen Chen
    , Dongfang Li,
    Meishan Zhang
    ,
    Baotian Hu
    ,
    Min Zhang
  2. Improving Value-based Process Verifier via Low-Cost Variance Reduction
    AAAI 2026 ·
    Zetian Sun
    , Dongfang Li,
    Baotian Hu
    ,
    Min Zhang
  3. LycheeCluster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical KV Indexing
    ACL 2026 · Dongfang Li,
    Zixuan Liu
    ,
    Gang Lin
    ,
    Baotian Hu
    ,
    Min Zhang
  4. Structured Episodic Event Memory
    ACL 2026 ·
    Zhengxuan Lu
    , Dongfang Li,
    Yukun Shi
    ,
    Beilun Wang
    ,
    Longyue Wang
    ,
    Baotian Hu
  5. CMT: A Memory Compression Method for Continual Knowledge Learning of Large Language Models
    AAAI 2025 · Dongfang Li,
    Zetian Sun
    ,
    Xinshuo Hu
    ,
    Baotian Hu
    ,
    Min Zhang
  6. FunnelRAG: A Coarse-to-Fine Progressive Retrieval Paradigm for RAG
    NAACL 2025 ·
    Xinping Zhao
    ,
    Yan Zhong
    ,
    Zetian Sun
    ,
    Xinshuo Hu
    ,
    Zhenyu Liu
    , Dongfang Li,
    Baotian Hu
    ,
    Min Zhang
  7. Improving Attributed Text Generation of Large Language Models via Preference Learning
    ACL 2024 · Dongfang Li,
    Zetian Sun
    ,
    Baotian Hu
    ,
    Zhenyu Liu
    ,
    Xinshuo Hu
    ,
    Xuebo Liu
    ,
    Min Zhang
  8. In-Context Learning State Vector with Inner and Momentum Optimization
    NeurIPS 2024 · Dongfang Li,
    Zhenyu Liu
    ,
    Xinshuo Hu
    ,
    Zetian Sun
    ,
    Baotian Hu
    ,
    Min Zhang
  9. Medico: Towards Hallucination Detection and Correction with Multi-source Evidence Fusion
    EMNLP 2024 ·
    Xinping Zhao
    ,
    Jindi Yu
    ,
    Zhenyu Liu
    ,
    Jifang Wang
    , Dongfang Li,
    Yibin Chen
    ,
    Baotian Hu
    ,
    Min Zhang
  10. SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Xinping Zhao
    , Dongfang Li,
    Yan Zhong
    ,
    Boren Hu
    ,
    Yibin Chen
    ,
    Baotian Hu
    ,
    Min Zhang
  11. SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection
    NeurIPS 2024 ·
    Liangxin Liu
    ,
    Xuebo Liu
    ,
    Derek F. Wong
    , Dongfang Li,
    Ziyi Wang
    ,
    Baotian Hu
    ,
    Min Zhang
  12. Separate the Wheat from the Chaff: Model Deficiency Unlearning via Parameter-Efficient Module Operation
    AAAI 2024 ·
    Xinshuo Hu
    , Dongfang Li,
    Baotian Hu
    ,
    Zihao Zheng
    ,
    Zhenyu Liu
    ,
    Min Zhang
  13. Take Off the Training Wheels! Progressive In-Context Learning for Effective Alignment
    EMNLP 2024 ·
    Zhenyu Liu
    , Dongfang Li,
    Xinshuo Hu
    ,
    Xinping Zhao
    ,
    Yibin Chen
    ,
    Baotian Hu
    ,
    Min Zhang
  14. Temporal Knowledge Question Answering via Abstract Reasoning Induction
    ACL 2024 ·
    Ziyang Chen
    , Dongfang Li,
    Xiang Zhao
    ,
    Baotian Hu
    ,
    Min Zhang
  15. TruthReader: Towards Trustworthy Document Assistant Chatbot with Reliable Attribution
    EMNLP 2024 · Dongfang Li,
    Xinshuo Hu
    ,
    Zetian Sun
    ,
    Baotian Hu
    ,
    Shaolin Ye
    ,
    Zifei Shan
    ,
    Qian Chen
    ,
    Min Zhang