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Yilun Liu

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

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Venues

AAAI ×4EMNLP ×2ACL ×1CIKM ×1ICDE ×1ICSE ×1SIGIR ×1

Frequent coauthors

Shimin Tao
×11
Minggui He
×7
Weibin Meng
×7
Boxing Chen
×7
Li Zhang
×5
Hongxia Ma
×5
Hao Yang
×5
Daimeng Wei
×4
Feiyu Yao
×4
Xiaofeng Zhao
×4
Xinhua Yang
×3
Chunguang Zhao
×3

Papers

  1. ELSPR: Evaluator LLM Training Data Self-Purification on Non-Transitive Preferences via Tournament Graph Reconstruction
    AAAI 2026 ·
    Yan Yu
    , Yilun Liu,
    Minggui He
    ,
    Shimin Tao
    ,
    Weibin Meng
    ,
    Xinhua Yang
    ,
    Li Zhang
    ,
    Hongxia Ma
    ,
    Dengye Li
    ,
    Daimeng Wei
    ,
    Boxing Chen
    ,
    Fuliang Li
  2. M-DaQ: Retrieving Samples with Multilingual Diversity and Quality for Instruction Fine-Tuning Datasets
    SIGIR 2026 ·
    Chunguang Zhao
    , Yilun Liu,
    Pufan Zeng
    ,
    Yuanchang Luo
    ,
    Shimin Tao
    ,
    Minggui He
    ,
    Weibin Meng
    ,
    Song Xu
    ,
    Chen Liu
    ,
    Hongxia Ma
    ,
    Li Zhang
    ,
    Boxing Chen
    ,
    Daimeng Wei
  3. MIDB: Multilingual Instruction Data Booster for Enhancing Cultural Equality in Multilingual Instruction Synthesis
    AAAI 2026 · Yilun Liu,
    Chunguang Zhao
    ,
    Xinhua Yang
    ,
    Hongyong Zeng
    ,
    Shimin Tao
    ,
    Weibin Meng
    ,
    Minggui He
    ,
    Yan Yu
    ,
    Hongxia Ma
    ,
    Li Zhang
    ,
    Daimeng Wei
    ,
    Boxing Chen
  4. Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM
    AAAI 2026 ·
    Cui Danxin
    ,
    Sihang Jiang
    ,
    Keyi Wang
    ,
    Zhiyi Duan
    ,
    Yanghua Xiao
    ,
    Bi Yude
    ,
    Jiaqing Liang
    ,
    Minggui He
    ,
    Shimin Tao
    , Yilun Liu
  5. The GaoYao Benchmark: A Comprehensive Framework for Evaluating Multilingual and Multicultural Abilities of Large Language Models
    ACL 2026 · Yilun Liu,
    Chunguang Zhao
    ,
    Mengyao Piao
    ,
    Lingqi Miao
    ,
    Shimin Tao
    ,
    Minggui He
    ,
    Chenxin Liu
    ,
    Li Zhang
    ,
    Hongxia Ma
    ,
    Jiaxin Guo
    ,
    Chen Liu
    ,
    Liqun Deng
    ,
    Jiansheng Wei
    ,
    Xiaojun Meng
    ,
    Fanyi Du
    ,
    Daimeng Wei
    ,
    Yanghua Xiao
  6. Adapting Large Language Models to Log Analysis with Interpretable Domain Knowledge
    CIKM 2025 ·
    Yuhe Ji
    , Yilun Liu,
    Feiyu Yao
    ,
    Minggui He
    ,
    Shimin Tao
    ,
    Xiaofeng Zhao
    ,
    Chang Su
    ,
    Xinhua Yang
    ,
    Weibin Meng
    ,
    Yuming Xie
    ,
    Boxing Chen
    ,
    Shenglin Zhang
    ,
    Yongqian Sun
  7. SRDC: Semantics-based Ransomware Detection and Classification with LLM-assisted Pre-training
    AAAI 2025 ·
    Ce Zhou
    , Yilun Liu,
    Weibin Meng
    ,
    Shimin Tao
    ,
    Weinan Tian
    ,
    Feiyu Yao
    ,
    Xiaochun Li
    ,
    Tao Han
    ,
    Boxing Chen
    ,
    Hao Yang
  8. Taming Text-to-Image Synthesis for Novices: User-centric Prompt Generation via Multi-turn Guidance
    EMNLP 2025 · Yilun Liu,
    Minggui He
    ,
    Feiyu Yao
    ,
    Yuhe Ji
    ,
    Shimin Tao
    ,
    Jingzhou Du
    ,
    Justin Li
    ,
    Jian Gao
    ,
    Zhang Li
    ,
    Hao Yang
    ,
    Boxing Chen
    ,
    Osamu Yoshie
  9. Clustering and Ranking: Diversity-preserved Instruction Selection through Expert-aligned Quality Estimation
    EMNLP 2024 ·
    Yuan Ge
    , Yilun Liu,
    Chi Hu
    ,
    Weibin Meng
    ,
    Shimin Tao
    ,
    Xiaofeng Zhao
    ,
    Mahong Xia
    ,
    Zhang Li
    ,
    Boxing Chen
    ,
    Hao Yang
    ,
    Bei Li
    ,
    Tong Xiao
    ,
    JingBo Zhu
  10. CoachLM: Automatic Instruction Revisions Improve the Data Quality in LLM Instruction Tuning
    ICDE 2024 · Yilun Liu,
    Shimin Tao
    ,
    Xiaofeng Zhao
    ,
    Ming Zhu
    ,
    Wenbing Ma
    ,
    Junhao Zhu
    ,
    Chang Su
    ,
    Yutai Hou
    ,
    Miao Zhang
    ,
    Min Zhang
    ,
    Hongxia Ma
    ,
    Li Zhang
    ,
    Hao Yang
    ,
    Yanfei Jiang
  11. LogPrompt: Prompt Engineering Towards Zero-Shot and Interpretable Log Analysis
    ICSE 2024 · Yilun Liu,
    Shimin Tao
    ,
    Weibin Meng
    ,
    Feiyu Yao
    ,
    Xiaofeng Zhao
    ,
    Hao Yang