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Yanchi Liu

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

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Venues

ACL ×4EACL ×3NAACL ×3EMNLP ×2NeurIPS ×2AAAI ×1ICDM ×1ICLR ×1VLDB ×1WSDM ×1

Frequent coauthors

Haifeng Chen
×19
Wei Cheng
×14
Xujiang Zhao
×12
Wenchao Yu
×9
Zhengzhang Chen
×6
Suhang Wang
×4
Dong Li
×3
Chen Zhao
×3
Yiyou Sun
×3
Runxue Bao
×3
Xiang Zhang
×2
Yanjie Fu
×2

Papers

  1. Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
    EACL 2026 ·
    Minhua Lin
    ,
    Zhengzhang Chen
    , Yanchi Liu,
    Xujiang Zhao
    ,
    Zongyu Wu
    ,
    Junxiang Wang
    ,
    Xiang Zhang
    ,
    Suhang Wang
    ,
    Haifeng Chen
  2. 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
  3. 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
  4. Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs
    ACL 2026 ·
    Xuyuan Liu
    ,
    Shengyu Chen
    ,
    Xinshuai Dong
    , Yanchi Liu,
    Xujiang Zhao
    ,
    Haoyu Wang
    ,
    Yujun Yan
    ,
    Haifeng Chen
    ,
    Zhengzhang Chen
  5. Uncertainty-Aware Test-Time Search for Optimization Problem Solving
    ACL 2026 ·
    Linlin Yu
    ,
    Xujiang Zhao
    ,
    Dong Li
    , Yanchi Liu,
    Wei Cheng
    ,
    Zhengzhang Chen
    ,
    Chen Zhao
    ,
    Feng Chen
    ,
    Haifeng Chen
  6. Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model
    AAAI 2025 ·
    Peng Yuan
    ,
    Lu An Tang
    , Yanchi Liu,
    Yuji Kobayashi
    ,
    Moto Sato
    ,
    Haifeng Chen
  7. Incorporating Interactive User Feedback Through Precision Matrix Adjustments for High-Dimensional Anomaly Detection
    ICDM 2025 ·
    Taylor Dinkins
    ,
    Weng-Keen Wong
    ,
    Haifeng Chen
    , Yanchi Liu,
    Kai Ishikawa
  8. 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
  9. 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
  10. SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
    NeurIPS 2025 ·
    Dong Li
    ,
    Xujiang Zhao
    ,
    Linlin Yu
    , Yanchi Liu,
    Wei Cheng
    ,
    Zhengzhang Chen
    ,
    Zhong Chen
    ,
    Feng Chen
    ,
    Chen Zhao
    ,
    Haifeng Chen
  11. 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
  12. Uncertainty Propagation on LLM Agent
    ACL 2025 ·
    Qiwei Zhao
    ,
    Dong Li
    , Yanchi Liu,
    Wei Cheng
    ,
    Yiyou Sun
    ,
    Mika Oishi
    ,
    Takao Osaki
    ,
    Katsushi Matsuda
    ,
    Huaxiu Yao
    ,
    Chen Zhao
    ,
    Haifeng Chen
    ,
    Xujiang Zhao
  13. Distantly-Supervised Joint Extraction with Noise-Robust Learning
    ACL 2024 ·
    Yufei Li
    ,
    Xiao Yu
    ,
    Yanghong Guo
    , Yanchi Liu,
    Haifeng Chen
    ,
    Cong Liu
  14. 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
  15. 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
  16. 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
  17. 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
  18. Pruning as a Domain-specific LLM Extractor
    NAACL 2024 ·
    Nan Zhang
    , Yanchi Liu,
    Xujiang Zhao
    ,
    Wei Cheng
    ,
    Runxue Bao
    ,
    Rui Zhang
    ,
    Prasenjit Mitra
    ,
    Haifeng Chen
  19. Uncertainty Quantification for In-Context Learning of Large Language Models
    NAACL 2024 ·
    Chen Ling
    ,
    Xujiang Zhao
    ,
    Xuchao Zhang
    ,
    Wei Cheng
    , Yanchi Liu,
    Yiyou Sun
    ,
    Mika Oishi
    ,
    Takao Osaki
    ,
    Katsushi Matsuda
    ,
    Jie Ji
    ,
    Guangji Bai
    ,
    Liang Zhao
    ,
    Haifeng Chen