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Yilin Xiao

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

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Venues

ACL ×6AAAI ×2ACM MM ×1

Frequent coauthors

Xiao Huang
×7
Chuang Zhou
×5
Junnan Dong
×3
Yujing Zhang
×3
Qinggang Zhang
×3
Su Dong
×2
Zheng Yuan
×2
Zhaozhuo Xu
×2
Di Yin
×2
Xing Sun
×2
Chang Yang
×2
Xinrun Wang
×2

Papers

  1. Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
    AAAI 2026 ·
    Zijin Hong
    ,
    Hao Wu
    ,
    Su Dong
    ,
    Junnan Dong
    , Yilin Xiao,
    Yujing Zhang
    ,
    Zhu Wang
    ,
    Feiran Huang
    ,
    Linyi Li
    ,
    Hongxia Yang
    ,
    Xiao Huang
  2. Collision to Cognition: Hash-Driven Graph Construction for Efficient RAG
    ACL 2026 ·
    Chuang Zhou
    ,
    Zheng Yuan
    ,
    Linhao Luo
    ,
    Zhaozhuo Xu
    , Yilin Xiao,
    Junnan Dong
    ,
    Siyu An
    ,
    Di Yin
    ,
    Xing Sun
    ,
    Xiao Huang
  3. FinMaster: A Holistic Benchmark for Full-Pipeline Financial Management with Large Language Models
    ACL 2026 ·
    Junzhe Jiang
    ,
    Chang Yang
    ,
    Aixin Cui
    ,
    Sihan Jin
    ,
    Yujing Zhang
    , Yilin Xiao,
    Ruiyu Wang
    ,
    Bo Li
    ,
    Xiao Huang
    ,
    Danny Dongning Sun
    ,
    Xinrun Wang
  4. LogicPoison: Logical Attacks on Graph Retrieval-Augmented Generation
    ACL 2026 · Yilin Xiao,
    Jin Chen
    ,
    Qinggang Zhang
    ,
    Yujing Zhang
    ,
    Chuang Zhou
    ,
    Longhao Yang
    ,
    Lingfei Ren
    ,
    Xin Yang
    ,
    Xiao Huang
  5. 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
  6. 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
  7. Each graph is a new language: Graph Learning with LLMs
    ACL 2025 ·
    Huachi Zhou
    ,
    Jiahe Du
    ,
    Chuang Zhou
    ,
    Chang Yang
    , Yilin Xiao,
    Yuxuan Xie
    ,
    Xiao Huang
  8. FaithfulRAG: Fact-Level Conflict Modeling for Context-Faithful Retrieval-Augmented Generation
    ACL 2025 ·
    Qinggang Zhang
    ,
    Zhishang Xiang
    , Yilin Xiao,
    Le Wang
    ,
    Junhui Li
    ,
    Xinrun Wang
    ,
    Jinsong Su
  9. Heterophilic Graph Invariant Learning for Out-of-Distribution of Fraud Detection
    ACM MM 2024 ·
    Lingfei Ren
    ,
    Ruimin Hu
    ,
    Zheng Wang
    , Yilin Xiao,
    Dengshi Li
    ,
    Junhang Wu
    ,
    Yilong Zang
    ,
    Jinzhang Hu
    ,
    Zijun Huang