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Liyang He

9 papers at tracked venues · 8 at CORE A* · active 2024–2026

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Venues

ACL ×3AAAI ×2ACM MM ×1EMNLP ×1SIGKDD ×1WWW ×1

Frequent coauthors

Zhenya Huang
×8
Rui Li
×8
Qi Liu
×7
Zheng Zhang
×4
Shijin Wang
×3
Enhong Chen
×3
Heng Yu
×2
Junfeng Kang
×2
Junyu Lu
×2
Linbo Zhu
×2
Chenglong Liu
×2
Yu Su
×2

Papers

  1. From Diagnosis to Generalization: A Cognitive Approach to Data Selection for Educational LLMs
    AAAI 2026 ·
    Yuxiang Guo
    ,
    Yan Zhuang
    ,
    Qi Liu
    ,
    Zhenya Huang
    ,
    Xianquan Wang
    , Liyang He,
    Jiatong Li
    ,
    Rui Li
    ,
    Shijin Wang
  2. CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval
    ACL 2025 ·
    Heng Yu
    ,
    Junfeng Kang
    ,
    Rui Li
    ,
    Qi Liu
    , Liyang He,
    Zhenya Huang
    ,
    Shuanghong Shen
    ,
    Junyu Lu
  3. MGS3: A Multi-Granularity Self-Supervised Code Search Framework
    SIGKDD 2025 ·
    Rui Li
    ,
    Junfeng Kang
    ,
    Qi Liu
    , Liyang He,
    Zheng Zhang
    ,
    Yunhao Sha
    ,
    Linbo Zhu
    ,
    Zhenya Huang
  4. Refining Sentence Embedding Model through Ranking Sentences Generation with Large Language Models
    ACL 2025 · Liyang He,
    Chenglong Liu
    ,
    Rui Li
    ,
    Zhenya Huang
    ,
    Shulan Ruan
    ,
    Jun Zhou
    ,
    Enhong Chen
  5. UniRAG: Unified Query Understanding Method for Retrieval Augmented Generation
    ACL 2025 ·
    Rui Li
    , Liyang He,
    Qi Liu
    ,
    Zheng Zhang
    ,
    Heng Yu
    ,
    Yuyang Ye
    ,
    Linbo Zhu
    ,
    Yu Su
  6. 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
  7. CONSIDER: Commonalities and Specialties Driven Multilingual Code Retrieval Framework
    AAAI 2024 ·
    Rui Li
    , Liyang He,
    Qi Liu
    ,
    Yuze Zhao
    ,
    Zheng Zhang
    ,
    Zhenya Huang
    ,
    Yu Su
    ,
    Shijin Wang
  8. One-bit Deep Hashing: Towards Resource-Efficient Hashing Model with Binary Neural Network
    ACM MM 2024 · Liyang He,
    Zhenya Huang
    ,
    Chenglong Liu
    ,
    Rui Li
    ,
    Runze Wu
    ,
    Qi Liu
    ,
    Enhong Chen
  9. Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models
    EMNLP 2024 ·
    Rui Li
    ,
    Qi Liu
    , Liyang He,
    Zheng Zhang
    ,
    Hao Zhang
    ,
    Shengyu Ye
    ,
    Junyu Lu
    ,
    Zhenya Huang