Yinghui Li

Venues

Frequent coauthors

Papers

1. Beyond Chunking: Discourse-Aware Hierarchical Retrieval for Long Document Question Answering
   ACL 2026 ·

   Huiyao Chen

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2. CL²GEC: A Multi-Discipline Benchmark for Continual Learning in Chinese Literature Grammatical Error Correction
   ACL 2026 ·

   Shang Qin

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3. DAPointMamba: Domain Adaptive Point Mamba for Point Cloud Completion
   AAAI 2026 · Yinghui Li
4. Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
   ACL 2026 ·

   Wei-Chieh Huang

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5. A Survey of RAG-Reasoning Systems in Large Language Models
   EMNLP 2025 ·

   Yangning Li

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6. AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
   NeurIPS 2025 ·

   Yangning Li

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7. Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
   NeurIPS 2025 ·

   Jiayi Kuang

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8. Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
   ICLR 2025 ·

   Yangning Li

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9. CLEME2.0: Towards Interpretable Evaluation by Disentangling Edits for Grammatical Error Correction
   ACL 2025 ·

   Jingheng Ye

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10. DAPoinTr: Domain Adaptive Point Transformer for Point Cloud Completion
    AAAI 2025 · Yinghui Li
11. DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
    ACL 2025 ·

    Shaoshen Chen

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12. EXCGEC: A Benchmark for Edit-Wise Explainable Chinese Grammatical Error Correction
    AAAI 2025 ·

    Jingheng Ye

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13. Express What You See: Can Multimodal LLMs Decode Visual Ciphers with Intuitive Semiosis Comprehension?
    ACL 2025 ·

    Jiayi Kuang

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14. Learning Natural and Robust Hexapod Locomotion over Complex Terrains via Motion Priors based on Deep Reinforcement Learning
    IROS 2025 ·

    Xin Liu

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15. MKT: A Multi-Stage Knowledge Transfer Framework to Mitigate Catastrophic Forgetting in Multi-Domain Chinese Spelling Correction
    EMNLP 2025 ·

    Peng Xing

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16. One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
    ICML 2025 · Yinghui Li
17. ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
    EMNLP 2025 ·

    Jingheng Ye

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18. RAISE: Reinforced Adaptive Instruction Selection For Large Language Models
    EMNLP 2025 ·

    Qingsong Lv

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19. Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
    ICLR 2025 · Yinghui Li
20. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 · Yinghui Li
21. SSRB: Direct Natural Language Querying to Massive Heterogeneous Semi-Structured Data
    NeurIPS 2025 ·

    Xin Zhang

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22. Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
    EMNLP 2025 ·

    Yangning Li

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23. UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities
    ICDE 2025 ·

    Yangning Li

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24. Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
    ACL 2024 ·

    Xuming Hu

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25. Experience-Learning Inspired Two-Step Reward Method for Efficient Legged Locomotion Learning Towards Natural and Robust Gaits
    IROS 2024 · Yinghui Li
26. From Retrieval to Generation: Efficient and Effective Entity Set Expansion
    CIKM 2024 ·

    Shulin Huang

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27. LLMs Assist NLP Researchers: Critique Paper (Meta-)Reviewing
    EMNLP 2024 ·

    Jiangshu Du

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28. MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
    AAAI 2024 ·

    Yangning Li

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29. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·

    Tianyu Yu

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30. Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
    ACL 2024 · Yinghui Li
31. When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
    NeurIPS 2024 · Yinghui Li