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Jiayu Liu

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

ICML ×2NeurIPS ×2WWW ×2AAAI ×1CIKM ×1IJCAI ×1SIGKDD ×1

Frequent coauthors

Zhiyuan Ma
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×2
Shangzi Xue
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Liyang He
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Tong Xiao
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Jiatong Li
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×1

Papers

  1. Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
    SIGKDD 2025 ·
    Zhiyuan Ma
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  2. Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning
    AAAI 2025 ·
    Zhiyuan Ma
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  3. CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
    ICML 2025 · Jiayu Liu
  4. What Makes In-context Learning Effective for Mathematical Reasoning
    ICML 2025 · Jiayu Liu
  5. Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
    WWW 2024 ·
    Liyang He
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  6. Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
    NeurIPS 2024 ·
    Shangzi Xue
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  7. Enhancing the Completeness of Rationales for Multi-Step Question Answering
    CIKM 2024 ·
    Shangzi Xue
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  8. Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
    IJCAI 2024 ·
    Tong Xiao
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  9. SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
    NeurIPS 2024 · Jiayu Liu
  10. Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
    WWW 2024 ·
    Jiatong Li
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