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Haifeng Chen

60 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

ACL ×8SIGKDD ×7ICLR ×6NeurIPS ×6AAAI ×5IJCAI ×4NAACL ×4EACL ×3EMNLP ×3CVPR ×2ICDM ×2WWW ×2ACM MM ×1CIKM ×1FSE ×1ICML ×1ICSME ×1SDM ×1VLDB ×1WSDM ×1

Frequent coauthors

Wei Cheng
×33
Xujiang Zhao
×21
Yanchi Liu
×19
Wenchao Yu
×16
Zhengzhang Chen
×15
Chen Zhao
×10
Yanjie Fu
×7
Yiyou Sun
×7
Feng Chen
×6
Haoyu Wang
×5
Suhang Wang
×5
Xianjun Yang
×5

Papers

  1. Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage
    AAAI 2026 ·
    Haoyue Bai
    ,
    Guodong Chen
    ,
    Wangyang Ying
    ,
    Xinyuan Wang
    ,
    Nanxu Gong
    ,
    Sixun Dong
    ,
    Giulia Pedrielli
    ,
    Haoyu Wang
    , Haifeng Chen,
    Yanjie Fu
  2. CoRenameAgent: A Human-In-The-Loop, Multi-Agent Tool for Coordinated Rename Refactoring
    FSE 2026 ·
    Abhiram Bellur
    ,
    Mohammed Raihan Ullah
    ,
    Fraol Batole
    ,
    Mohit Kansara
    ,
    Masaharu Morimoto
    ,
    Kai Ishikawa
    , Haifeng Chen,
    Helena Klause
    ,
    Yaroslav Zharov
    ,
    Timofey Bryksin
    ,
    Tien N. Nguyen
    ,
    Hridesh Rajan
    ,
    Nikolaos Tsantalis
    ,
    Danny Dig
  3. 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
  4. 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
  5. LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
    ACL 2026 ·
    Binchi Zhang
    ,
    Zhengzhang Chen
    ,
    Zaiyi Zheng
    ,
    Jundong Li
    , Haifeng Chen
  6. Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation
    WWW 2026 ·
    Haoyue Bai
    ,
    Haoyu Wang
    ,
    Shengyu Chen
    ,
    Zhengzhang Chen
    ,
    Lu-An Tang
    ,
    Wei Cheng
    ,
    Yanjie Fu
    , Haifeng Chen
  7. MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery
    AAAI 2026 ·
    Dong Li
    ,
    Zhengzhang Chen
    ,
    Xujiang Zhao
    ,
    Linlin Yu
    ,
    Zhong Chen
    ,
    Yi He
    , Haifeng Chen,
    Chen Zhao
  8. Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
    ACL 2026 ·
    Binchi Zhang
    ,
    Xujiang Zhao
    ,
    Jundong Li
    , Haifeng Chen,
    Zhengzhang Chen
  9. 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
  10. 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
  11. Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
    ACL 2026 ·
    Renliang Sun
    ,
    Wei Cheng
    ,
    Dawei Li
    , Haifeng Chen,
    Wei Wang
  12. 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
  13. 4th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)
    SIGKDD 2025 ·
    Xujiang Zhao
    ,
    Chen Zhao
    ,
    Feng Chen
    ,
    Jin-Hee Cho
    ,
    Hua Wei
    , Haifeng Chen
  14. AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
    CVPR 2025 ·
    Yan Li
    ,
    Yifei Xing
    ,
    Xiangyuan Lan
    ,
    Xin Li
    , Haifeng Chen,
    Dongmei Jiang
  15. Chain-of-region: Visual Language Models Need Details for Diagram Analysis
    ICLR 2025 ·
    Xue Li
    ,
    Yiyou Sun
    ,
    Wei Cheng
    ,
    Yinglun Zhu
    , Haifeng Chen
  16. Correlation-aware Online Change Point Detection
    CIKM 2025 ·
    Chengyuan Deng
    ,
    Zhengzhang Chen
    ,
    Xujiang Zhao
    ,
    Haoyu Wang
    ,
    Junxiang Wang
    ,
    Jie Gao
    , Haifeng Chen
  17. DISC: Dynamic Decomposition Improves LLM Inference Scaling
    NeurIPS 2025 ·
    Jonathan Light
    ,
    Wei Cheng
    ,
    Benjamin Rivière
    ,
    Yue Wu
    ,
    Masafumi Oyamada
    ,
    Mengdi Wang
    ,
    Yisong Yue
    ,
    Santiago Paternain
    , Haifeng Chen
  18. Evidence-Based Out-of-Distribution Detection on Multi-Label Graphs
    SDM 2025 ·
    Ruomeng Ding
    ,
    Xujiang Zhao
    ,
    Chen Zhao
    ,
    Minglai Shao
    ,
    Zhengzhang Chen
    , Haifeng Chen
  19. Evolutionary Large Language Model for Automated Feature Transformation
    AAAI 2025 ·
    Nanxu Gong
    ,
    Chandan K. Reddy
    ,
    Wangyang Ying
    , Haifeng Chen,
    Yanjie Fu
  20. Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery
    ACL 2025 ·
    ChengAo Shen
    ,
    Zhengzhang Chen
    ,
    Dongsheng Luo
    ,
    Dongkuan Xu
    , Haifeng Chen,
    Jingchao Ni
  21. Harnessing Vision Models for Time Series Analysis: A Survey
    IJCAI 2025 ·
    Jingchao Ni
    ,
    Ziming Zhao
    ,
    ChengAo Shen
    ,
    Hanghang Tong
    ,
    Dongjin Song
    ,
    Wei Cheng
    ,
    Dongsheng Luo
    , Haifeng Chen
  22. 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
  23. Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors
    ICLR 2025 ·
    Tianchun Wang
    ,
    Yuanzhou Chen
    ,
    Zichuan Liu
    ,
    Zhanwen Chen
    , Haifeng Chen,
    Xiang Zhang
    ,
    Wei Cheng
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. The 4th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)
    SIGKDD 2025 ·
    Chen Zhao
    ,
    Feng Chen
    ,
    Xintao Wu
    , Haifeng Chen
  33. 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
  34. 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
  35. Together We are Better: LLM, IDE and Semantic Embedding to Assist Move Method Refactoring
    ICSME 2025 ·
    Abhiram Bellur
    ,
    Fraol Batole
    ,
    Mohammed Raihan Ullah
    ,
    Malinda Dilhara
    ,
    Yaroslav Zharov
    ,
    Timofey Bryksin
    ,
    Kai Ishikawa
    , Haifeng Chen,
    Masaharu Morimoto
    ,
    Takeo Hosomi
    ,
    Tien N. Nguyen
    ,
    Hridesh Rajan
    ,
    Nikolaos Tsantalis
    ,
    Danny Dig
  36. 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
  37. Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
    IJCAI 2025 ·
    Nanxu Gong
    ,
    Xinyuan Wang
    ,
    Wangyang Ying
    ,
    Haoyue Bai
    ,
    Sixun Dong
    , Haifeng Chen,
    Yanjie Fu
  38. Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content
    CVPR 2025 ·
    Haoyue Bai
    ,
    Yiyou Sun
    ,
    Wei Cheng
    , Haifeng Chen
  39. 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
  40. 3rd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)
    SIGKDD 2024 ·
    Chen Zhao
    ,
    Feng Chen
    ,
    Xintao Wu
    ,
    Jundong Li
    , Haifeng Chen
  41. 3rd Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)
    SIGKDD 2024 ·
    Xujiang Zhao
    ,
    Chen Zhao
    ,
    Feng Chen
    ,
    Jin-Hee Cho
    ,
    Wei Hua
    , Haifeng Chen
  42. A Survey on Detection of LLMs-Generated Content
    EMNLP 2024 ·
    Xianjun Yang
    ,
    Liangming Pan
    ,
    Xuandong Zhao
    , Haifeng Chen,
    Linda R. Petzold
    ,
    William Yang Wang
    ,
    Wei Cheng
  43. DALD: Improving Logits-based Detector without Logits from Black-box LLMs
    NeurIPS 2024 ·
    Cong Zeng
    ,
    Shengkun Tang
    ,
    Xianjun Yang
    ,
    Yuanzhou Chen
    ,
    Yiyou Sun
    ,
    Zhiqiang Xu
    ,
    Yao Li
    , Haifeng Chen,
    Wei Cheng
    ,
    Dongkuan Xu
  44. DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
    ICML 2024 ·
    Yiyou Sun
    ,
    Junjie Hu
    ,
    Wei Cheng
    , Haifeng Chen
  45. DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
    ICLR 2024 ·
    Xianjun Yang
    ,
    Wei Cheng
    ,
    Yue Wu
    ,
    Linda Ruth Petzold
    ,
    William Yang Wang
    , Haifeng Chen
  46. Distantly-Supervised Joint Extraction with Noise-Robust Learning
    ACL 2024 ·
    Yufei Li
    ,
    Xiao Yu
    ,
    Yanghong Guo
    ,
    Yanchi Liu
    , Haifeng Chen,
    Cong Liu
  47. Improving Multimodal Emotion Recognition by Leveraging Acoustic Adaptation and Visual Alignment
    ACM MM 2024 ·
    Zhixian Zhao
    , Haifeng Chen,
    Xi Li
    ,
    Dongmei Jiang
    ,
    Lei Xie
  48. 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
  49. 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
  50. 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
  51. 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
  52. MULAN: Multi-modal Causal Structure Learning and Root Cause Analysis for Microservice Systems
    WWW 2024 ·
    Lecheng Zheng
    ,
    Zhengzhang Chen
    ,
    Jingrui He
    , Haifeng Chen
  53. 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
  54. POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning
    SIGKDD 2024 ·
    Junxiang Wang
    ,
    Guangji Bai
    ,
    Wei Cheng
    ,
    Zhengzhang Chen
    ,
    Liang Zhao
    , Haifeng Chen
  55. Parametric Augmentation for Time Series Contrastive Learning
    ICLR 2024 ·
    Xu Zheng
    ,
    Tianchun Wang
    ,
    Wei Cheng
    ,
    Aitian Ma
    , Haifeng Chen,
    Mo Sha
    ,
    Dongsheng Luo
  56. 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
  57. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
    IJCAI 2024 ·
    Xuanming Hu
    ,
    Wei Fan
    , Haifeng Chen,
    Pengyang Wang
    ,
    Yanjie Fu
  58. Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
    IJCAI 2024 ·
    Yujie Lin
    ,
    Chen Zhao
    ,
    Minglai Shao
    ,
    Baoluo Meng
    ,
    Xujiang Zhao
    , Haifeng Chen
  59. Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
    ICLR 2024 ·
    Xu Zheng
    ,
    Farhad Shirani
    ,
    Tianchun Wang
    ,
    Wei Cheng
    ,
    Zhuomin Chen
    , Haifeng Chen,
    Hua Wei
    ,
    Dongsheng Luo
  60. 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