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Shengyuan Chen

6 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

ACL ×2NeurIPS ×2AAAI ×1ICML ×1

Frequent coauthors

Xiao Huang
×6
Qinggang Zhang
×4
Chuang Zhou
×3
Junnan Dong
×3
Yilin Xiao
×2
Zhaozhuo Xu
×2
Zheng Yuan
×2
Hao Chen
×2
Jiannong Cao
×2
Wen Hua
×2
Su Dong
×1
Di Yin
×1

Papers

  1. Query-Aware Knowledge Retrieval via Hyperbolic Structuring
    ACL 2026 ·
    Chuang Zhou
    ,
    Junnan Dong
    ,
    Yilin Xiao
    , Shengyuan Chen,
    Su Dong
    ,
    Di Yin
    ,
    Xing Sun
    ,
    Zhaozhuo Xu
    ,
    Xiao Huang
  2. You Don't Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures
    AAAI 2026 · Shengyuan Chen,
    Chuang Zhou
    ,
    Zheng Yuan
    ,
    Qinggang Zhang
    ,
    Zeyang Cui
    ,
    Hao Chen
    ,
    Yilin Xiao
    ,
    Jiannong Cao
    ,
    Xiao Huang
  3. NeuSymEA: Neuro-symbolic Entity Alignment via Variational Inference
    NeurIPS 2025 · Shengyuan Chen,
    Zheng Yuan
    ,
    Qinggang Zhang
    ,
    Wen Hua
    ,
    Jiannong Cao
    ,
    Xiao Huang
  4. Structure-Guided Large Language Models for Text-to-SQL Generation
    ICML 2025 ·
    Qinggang Zhang
    ,
    Hao Chen
    ,
    Junnan Dong
    , Shengyuan Chen,
    Feiran Huang
    ,
    Xiao Huang
  5. Taming Language Models for Text-attributed Graph Learning with Decoupled Aggregation
    ACL 2025 ·
    Chuang Zhou
    ,
    Zhu Wang
    , Shengyuan Chen,
    Jiahe Du
    ,
    Qiyuan Zheng
    ,
    Zhaozhuo Xu
    ,
    Xiao Huang
  6. Entity Alignment with Noisy Annotations from Large Language Models
    NeurIPS 2024 · Shengyuan Chen,
    Qinggang Zhang
    ,
    Junnan Dong
    ,
    Wen Hua
    ,
    Qing Li
    ,
    Xiao Huang