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Wenchao Yu

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

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Venues

NeurIPS ×3EACL ×2EMNLP ×2NAACL ×2SIGKDD ×2AAAI ×1ICDM ×1ICLR ×1VLDB ×1WSDM ×1

Frequent coauthors

Haifeng Chen
×16
Wei Cheng
×14
Yanchi Liu
×9
Xujiang Zhao
×7
Suhang Wang
×4
Dongjin Song
×3
Zhengzhang Chen
×2
Yanjie Fu
×2
Jingchao Ni
×2
Yushan Jiang
×2
Xianjun Yang
×2
Yue Wu
×2

Papers

  1. DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
    EACL 2026 ·
    Minghao Guo
    ,
    Qingcheng Zeng
    ,
    Xujiang Zhao
    ,
    Yanchi Liu
    , Wenchao Yu,
    Mengnan Du
    ,
    Haifeng Chen
    ,
    Wei Cheng
  2. Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement
    EACL 2026 ·
    Wangyang Ying
    ,
    Yanchi Liu
    ,
    Xujiang Zhao
    ,
    Wei Cheng
    ,
    Zhengzhang Chen
    , Wenchao Yu,
    Yanjie Fu
    ,
    Haifeng Chen
  3. Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
    NeurIPS 2025 ·
    Cong Zeng
    ,
    Shengkun Tang
    ,
    Yuanzhou Chen
    ,
    Zhiqiang Shen
    , Wenchao Yu,
    Xujiang Zhao
    ,
    Haifeng Chen
    ,
    Wei Cheng
    ,
    Zhiqiang Xu
  4. MixLLM: Dynamic Routing in Mixed Large Language Models
    NAACL 2025 ·
    Xinyuan Wang
    ,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Xujiang Zhao
    ,
    Zhengzhang Chen
    , Wenchao Yu,
    Yanjie Fu
    ,
    Haifeng Chen
  5. Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
    NeurIPS 2025 ·
    ChengAo Shen
    , Wenchao Yu,
    Ziming Zhao
    ,
    Dongjin Song
    ,
    Wei Cheng
    ,
    Haifeng Chen
    ,
    Jingchao Ni
  6. Multi-modal Time Series Analysis: A Tutorial and Survey
    SIGKDD 2025 ·
    Yushan Jiang
    ,
    Kanghui Ning
    ,
    Zijie Pan
    ,
    Xuyang Shen
    ,
    Jingchao Ni
    , Wenchao Yu,
    Anderson Schneider
    ,
    Haifeng Chen
    ,
    Yuriy Nevmyvaka
    ,
    Dongjin Song
  7. Position Really Matters: Towards a Holistic Approach for Prompt Tuning
    NAACL 2025 ·
    Xianjun Yang
    ,
    Wei Cheng
    ,
    Xujiang Zhao
    , Wenchao Yu,
    Linda Ruth Petzold
    ,
    Haifeng Chen
  8. SFS: Smarter Code Space Search improves LLM Inference Scaling
    ICLR 2025 ·
    Jonathan Light
    ,
    Yue Wu
    ,
    Yiyou Sun
    , Wenchao Yu,
    Yanchi Liu
    ,
    Xujiang Zhao
    ,
    Ziniu Hu
    ,
    Haifeng Chen
    ,
    Wei Cheng
  9. TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents
    AAAI 2025 ·
    Geon Lee
    , Wenchao Yu,
    Kijung Shin
    ,
    Wei Cheng
    ,
    Haifeng Chen
  10. TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
    NeurIPS 2025 ·
    Yushan Jiang
    , Wenchao Yu,
    Geon Lee
    ,
    Dongjin Song
    ,
    Kijung Shin
    ,
    Wei Cheng
    ,
    Yanchi Liu
    ,
    Haifeng Chen
  11. xTime: Extreme Event Prediction with Hierarchical Knowledge Distillation and Expert Fusion
    ICDM 2025 ·
    Quan Li
    , Wenchao Yu,
    Suhang Wang
    ,
    Minhua Lin
    ,
    Lingwei Chen
    ,
    Wei Cheng
    ,
    Haifeng Chen
  12. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
    EMNLP 2024 ·
    Fali Wang
    ,
    Runxue Bao
    ,
    Suhang Wang
    , Wenchao Yu,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  13. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
    VLDB 2024 ·
    Fali Wang
    ,
    Runxue Bao
    ,
    Suhang Wang
    , Wenchao Yu,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  14. Interpretable Imitation Learning with Dynamic Causal Relations
    WSDM 2024 ·
    Tianxiang Zhao
    , Wenchao Yu,
    Suhang Wang
    ,
    Lu Wang
    ,
    Xiang Zhang
    ,
    Yuncong Chen
    ,
    Yanchi Liu
    ,
    Wei Cheng
    ,
    Haifeng Chen
  15. Large Language Models Can Be Contextual Privacy Protection Learners
    EMNLP 2024 ·
    Yijia Xiao
    ,
    Yiqiao Jin
    ,
    Yushi Bai
    ,
    Yue Wu
    ,
    Xianjun Yang
    ,
    Xiao Luo
    , Wenchao Yu,
    Xujiang Zhao
    ,
    Yanchi Liu
    ,
    Quanquan Gu
    ,
    Haifeng Chen
    ,
    Wei Wang
    ,
    Wei Cheng
  16. PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization
    SIGKDD 2024 ·
    Yuyang Ye
    ,
    Lu-An Tang
    ,
    Haoyu Wang
    ,
    Runlong Yu
    , Wenchao Yu,
    Erhu He
    ,
    Haifeng Chen
    ,
    Hui Xiong