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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

Xinping Zhao
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Zhuoen Chen
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Zetian Sun
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Zhengxuan Lu
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Liangxin Liu
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Xinshuo Hu
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Zhenyu Liu
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Ziyang Chen
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Papers

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