Yangning Li

Venues

Frequent coauthors

Papers

1. Deep Research with Open-Domain Evaluation and Multi-Stage Guardrails for Safety
   ACL 2026 ·

   Wei-Chieh Huang

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2. LLM-Based Human-Agent Collaboration and Interaction Systems: A Survey
   ACL 2026 ·

   Henry Peng Zou

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3. A Survey of RAG-Reasoning Systems in Large Language Models
   EMNLP 2025 · Yangning Li
4. AdmTree: Compressing Lengthy Context with Adaptive Semantic Trees
   NeurIPS 2025 · Yangning Li
5. Atomic Thinking of LLMs: Decoupling and Exploring Mathematical Reasoning Abilities
   NeurIPS 2025 ·

   Jiayi Kuang

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6. Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
   ICLR 2025 · Yangning Li
7. DAST: Context-Aware Compression in LLMs via Dynamic Allocation of Soft Tokens
   ACL 2025 ·

   Shaoshen Chen

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8. Embracing Trustworthy Brain-Agent Collaboration as Paradigm Extension for Intelligent Assistive Technologies
   NeurIPS 2025 ·

   Yankai Chen

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9. 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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10. Multi-Agent Autonomous Driving Systems with Large Language Models: A Survey of Recent Advances, Resources, and Future Directions
    EMNLP 2025 ·

    Yaozu Wu

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11. One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs
    ICML 2025 ·

    Yinghui Li

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12. ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
    EMNLP 2025 ·

    Jingheng Ye

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

    Qingsong Lv

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14. Refine Knowledge of Large Language Models via Adaptive Contrastive Learning
    ICLR 2025 ·

    Yinghui Li

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15. Rethinking the Roles of Large Language Models in Chinese Grammatical Error Correction
    ACL 2025 ·

    Yinghui Li

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16. Teaching According to Talents! Instruction Tuning LLMs with Competence-Aware Curriculum Learning
    EMNLP 2025 · Yangning Li
17. TestNUC: Enhancing Test-Time Computing Approaches and Scaling through Neighboring Unlabeled Data Consistency
    ACL 2025 ·

    Henry Peng Zou

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18. UltraWiki: Ultra-Fine-Grained Entity Set Expansion with Negative Seed Entities
    ICDE 2025 · Yangning Li
19. EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
    AAAI 2024 · Yangning Li
20. Evaluating Robustness of Generative Search Engine on Adversarial Factoid Questions
    ACL 2024 ·

    Xuming Hu

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21. From Retrieval to Generation: Efficient and Effective Entity Set Expansion
    CIKM 2024 ·

    Shulin Huang

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22. MESED: A Multi-Modal Entity Set Expansion Dataset with Fine-Grained Semantic Classes and Hard Negative Entities
    AAAI 2024 · Yangning Li
23. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·

    Tianyu Yu

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24. Towards Real-World Writing Assistance: A Chinese Character Checking Benchmark with Faked and Misspelled Characters
    ACL 2024 ·

    Yinghui Li

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25. When LLMs Meet Cunning Texts: A Fallacy Understanding Benchmark for Large Language Models
    NeurIPS 2024 ·

    Yinghui Li

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