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Yanhua Yu

9 papers at tracked venues · 5 at CORE A* · active 2024–2026

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Venues

AAAI ×2ACL ×1ACM MM ×1ECAI ×1EMNLP ×1IJCAI ×1RecSys ×1WWW ×1

Frequent coauthors

Kangkang Lu
×5
Zirui Guo
×5
Yuling Wang
×4
Tat-Seng Chua
×4
Liang Pang
×3
Zixuan Yang
×3
Yang Deng
×2
Mingliang Yan
×2
Yimeng Ren
×2
Zhen Cai
×2
Tu Ao
×2
Xiao Wang
×2

Papers

  1. Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents
    ACL 2026 ·
    Shuai Zhen
    , Yanhua Yu,
    Ruopei Guo
    ,
    Nan Cheng
    ,
    Yang Deng
  2. DeepMolTex: Deep Alignment of Molecular Graphs with Large Language Models via Mixture of Modality Experts
    ACM MM 2025 ·
    Mingliang Yan
    , Yanhua Yu,
    Ruochi Zhang
    ,
    Zhiyuan Liu
    ,
    Ruicheng Zhang
    ,
    Yimeng Ren
    ,
    Kangkang Lu
    ,
    Zhiyong Huang
    ,
    Feng Luo
    ,
    Zhen Cai
  3. LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
    AAAI 2025 ·
    Tu Ao
    , Yanhua Yu,
    Yuling Wang
    ,
    Yang Deng
    ,
    Zirui Guo
    ,
    Liang Pang
    ,
    Pinghui Wang
    ,
    Tat-Seng Chua
    ,
    Xiao Zhang
    ,
    Zhen Cai
  4. LightRAG: Simple and Fast Retrieval-Augmented Generation
    EMNLP 2025 ·
    Zirui Guo
    ,
    Lianghao Xia
    , Yanhua Yu,
    Tu Ao
    ,
    Chao Huang
  5. R2DQG: A Quality Meets Diversity Framework for Question Generation over Knowledge Bases
    IJCAI 2025 ·
    Yimeng Ren
    , Yanhua Yu,
    Lizi Liao
    ,
    Yuhu Shang
    ,
    Kangkang Lu
    ,
    Mingliang Yan
  6. Can Small Language Models be Good Reasoners for Sequential Recommendation?
    WWW 2024 ·
    Yuling Wang
    ,
    Changxin Tian
    ,
    Binbin Hu
    , Yanhua Yu,
    Ziqi Liu
    ,
    Zhiqiang Zhang
    ,
    Jun Zhou
    ,
    Liang Pang
    ,
    Xiao Wang
  7. Hop-based Heterogeneous Graph Transformer
    ECAI 2024 ·
    Zixuan Yang
    ,
    Xiao Wang
    , Yanhua Yu,
    Yuling Wang
    ,
    Kangkang Lu
    ,
    Zirui Guo
    ,
    Xiting Qin
    ,
    Yunshan Ma
    ,
    Tat-Seng Chua
  8. Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
    AAAI 2024 ·
    Kangkang Lu
    , Yanhua Yu,
    Hao Fei
    ,
    Xuan Li
    ,
    Zixuan Yang
    ,
    Zirui Guo
    ,
    Meiyu Liang
    ,
    Mengran Yin
    ,
    Tat-Seng Chua
  9. Information-Controllable Graph Contrastive Learning for Recommendation
    RecSys 2024 ·
    Zirui Guo
    , Yanhua Yu,
    Yuling Wang
    ,
    Kangkang Lu
    ,
    Zixuan Yang
    ,
    Liang Pang
    ,
    Tat-Seng Chua