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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

Zhenya Huang
×10
Qi Liu
×5
Enhong Chen
×5
Jing Sha
×4
Shijin Wang
×4
Jinze Wu
×3
Zhiyuan Ma
×2
Xin Li
×2
Fei Wang
×2
Shangzi Xue
×2
Xin Lin
×2
Tong Xiao
×2

Papers

  1. Advancing Tool-Augmented Large Language Models via Meta-Verification and Reflection Learning
    SIGKDD 2025 ·
    Zhiyuan Ma
    , Jiayu Liu,
    Xianzhen Luo
    ,
    Zhenya Huang
    ,
    Qingfu Zhu
    ,
    Wanxiang Che
  2. Automated Creation of Reusable and Diverse Toolsets for Enhancing LLM Reasoning
    AAAI 2025 ·
    Zhiyuan Ma
    ,
    Zhenya Huang
    , Jiayu Liu,
    Minmao Wang
    ,
    Hongke Zhao
    ,
    Xin Li
  3. CogMath: Assessing LLMs' Authentic Mathematical Ability from a Human Cognitive Perspective
    ICML 2025 · Jiayu Liu,
    Zhenya Huang
    ,
    Wei Dai
    ,
    Cheng Cheng
    ,
    Jinze Wu
    ,
    Jing Sha
    ,
    Song Li
    ,
    Qi Liu
    ,
    Shijin Wang
    ,
    Enhong Chen
  4. What Makes In-context Learning Effective for Mathematical Reasoning
    ICML 2025 · Jiayu Liu,
    Zhenya Huang
    ,
    Chaokun Wang
    ,
    Xunpeng Huang
    ,
    ChengXiang Zhai
    ,
    Enhong Chen
  5. Bit-mask Robust Contrastive Knowledge Distillation for Unsupervised Semantic Hashing
    WWW 2024 ·
    Liyang He
    ,
    Zhenya Huang
    , Jiayu Liu,
    Enhong Chen
    ,
    Fei Wang
    ,
    Jing Sha
    ,
    Shijin Wang
  6. Decompose, Analyze and Rethink: Solving Intricate Problems with Human-like Reasoning Cycle
    NeurIPS 2024 ·
    Shangzi Xue
    ,
    Zhenya Huang
    , Jiayu Liu,
    Xin Lin
    ,
    Yuting Ning
    ,
    Binbin Jin
    ,
    Xin Li
    ,
    Qi Liu
  7. Enhancing the Completeness of Rationales for Multi-Step Question Answering
    CIKM 2024 ·
    Shangzi Xue
    ,
    Zhenya Huang
    ,
    Xin Lin
    , Jiayu Liu,
    Longhu Qin
    ,
    Tianhuang Su
    ,
    Haifeng Liu
    ,
    Qi Liu
  8. Learning to Solve Geometry Problems via Simulating Human Dual-Reasoning Process
    IJCAI 2024 ·
    Tong Xiao
    , Jiayu Liu,
    Zhenya Huang
    ,
    Jinze Wu
    ,
    Jing Sha
    ,
    Shijin Wang
    ,
    Enhong Chen
  9. SocraticLM: Exploring Socratic Personalized Teaching with Large Language Models
    NeurIPS 2024 · Jiayu Liu,
    Zhenya Huang
    ,
    Tong Xiao
    ,
    Jing Sha
    ,
    Jinze Wu
    ,
    Qi Liu
    ,
    Shijin Wang
    ,
    Enhong Chen
  10. Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm
    WWW 2024 ·
    Jiatong Li
    ,
    Qi Liu
    ,
    Fei Wang
    , Jiayu Liu,
    Zhenya Huang
    ,
    Fangzhou Yao
    ,
    Linbo Zhu
    ,
    Yu Su