PPaperPicks

Haifeng Chen

58 papers at tracked venues · 39 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

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

Frequent coauthors

Xianjun Yang
DBLP profile ↗ORCID search ↗
×3
Haoyue Bai
DBLP profile ↗ORCID search ↗
×2
Binchi Zhang
DBLP profile ↗ORCID search ↗
×2
Dong Li
DBLP profile ↗ORCID search ↗
×2
Xujiang Zhao
DBLP profile ↗ORCID search ↗
×2
Jonathan Light
DBLP profile ↗ORCID search ↗
×2
Nanxu Gong
DBLP profile ↗ORCID search ↗
×2
ChengAo Shen
DBLP profile ↗ORCID search ↗
×2
Cong Zeng
DBLP profile ↗ORCID search ↗
×2
Yushan Jiang
DBLP profile ↗ORCID search ↗
×2
Chen Zhao
DBLP profile ↗ORCID search ↗
×2
Fali Wang
DBLP profile ↗ORCID search ↗
×2

Papers

  1. Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage
    AAAI 2026 ·
    Haoyue Bai
    DBLP profile ↗ORCID search ↗
  2. Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation
    EACL 2026 ·
    Minhua Lin
    DBLP profile ↗ORCID search ↗
  3. DeepSieve: Information Sieving via LLM-as-a-Knowledge-Router
    EACL 2026 ·
    Minghao Guo
    DBLP profile ↗ORCID search ↗
  4. LOKA: Conflict-Aware LLM Knowledge Update with Adaptive Knowledge Memory
    ACL 2026 ·
    Binchi Zhang
    DBLP profile ↗ORCID search ↗
  5. Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation
    WWW 2026 ·
    Haoyue Bai
    DBLP profile ↗ORCID search ↗
  6. MARLIN: Multi-Agent Reinforcement Learning for Incremental DAG Discovery
    AAAI 2026 ·
    Dong Li
    DBLP profile ↗ORCID search ↗
  7. Mind the Gap in Cultural Alignment: Task-Aware Culture Management for Large Language Models
    ACL 2026 ·
    Binchi Zhang
    DBLP profile ↗ORCID search ↗
  8. Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement
    EACL 2026 ·
    Wangyang Ying
    DBLP profile ↗ORCID search ↗
  9. Representation Interventions Enable Lifelong Knowledge Memory Control in LLMs
    ACL 2026 ·
    Xuyuan Liu
    DBLP profile ↗ORCID search ↗
  10. Stop When Enough: Adaptive Early-Stopping for Chain-of-Thought Reasoning
    ACL 2026 ·
    Renliang Sun
    DBLP profile ↗ORCID search ↗
  11. Uncertainty-Aware Test-Time Search for Optimization Problem Solving
    ACL 2026 ·
    Linlin Yu
    DBLP profile ↗ORCID search ↗
  12. 4th Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)
    SIGKDD 2025 ·
    Xujiang Zhao
    DBLP profile ↗ORCID search ↗
  13. AlignMamba: Enhancing Multimodal Mamba with Local and Global Cross-modal Alignment
    CVPR 2025 ·
    Yan Li
    DBLP profile ↗ORCID search ↗
  14. Chain-of-region: Visual Language Models Need Details for Diagram Analysis
    ICLR 2025 ·
    Xue Li
    DBLP profile ↗ORCID search ↗
  15. Correlation-aware Online Change Point Detection
    CIKM 2025 ·
    Chengyuan Deng
    DBLP profile ↗ORCID search ↗
  16. DISC: Dynamic Decomposition Improves LLM Inference Scaling
    NeurIPS 2025 ·
    Jonathan Light
    DBLP profile ↗ORCID search ↗
  17. Evidence-Based Out-of-Distribution Detection on Multi-Label Graphs
    SDM 2025 ·
    Ruomeng Ding
    DBLP profile ↗ORCID search ↗
  18. Evolutionary Large Language Model for Automated Feature Transformation
    AAAI 2025 ·
    Nanxu Gong
    DBLP profile ↗ORCID search ↗
  19. Exploring Multi-Modal Data with Tool-Augmented LLM Agents for Precise Causal Discovery
    ACL 2025 ·
    ChengAo Shen
    DBLP profile ↗ORCID search ↗
  20. Harnessing Vision Models for Time Series Analysis: A Survey
    IJCAI 2025 ·
    Jingchao Ni
    DBLP profile ↗ORCID search ↗
  21. Human Texts Are Outliers: Detecting LLM-generated Texts via Out-of-distribution Detection
    NeurIPS 2025 ·
    Cong Zeng
    DBLP profile ↗ORCID search ↗
  22. Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors
    ICLR 2025 ·
    Tianchun Wang
    DBLP profile ↗ORCID search ↗
  23. Incident Diagnosing and Reporting System Based on Retrieval Augmented Large Language Model
    AAAI 2025 ·
    Peng Yuan
    DBLP profile ↗ORCID search ↗
  24. Incorporating Interactive User Feedback Through Precision Matrix Adjustments for High-Dimensional Anomaly Detection
    ICDM 2025 ·
    Taylor Dinkins
    DBLP profile ↗ORCID search ↗
  25. MixLLM: Dynamic Routing in Mixed Large Language Models
    NAACL 2025 ·
    Xinyuan Wang
    DBLP profile ↗ORCID search ↗
  26. Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting
    NeurIPS 2025 ·
    ChengAo Shen
    DBLP profile ↗ORCID search ↗
  27. Multi-modal Time Series Analysis: A Tutorial and Survey
    SIGKDD 2025 ·
    Yushan Jiang
    DBLP profile ↗ORCID search ↗
  28. Position Really Matters: Towards a Holistic Approach for Prompt Tuning
    NAACL 2025 ·
    Xianjun Yang
    DBLP profile ↗ORCID search ↗
  29. SFS: Smarter Code Space Search improves LLM Inference Scaling
    ICLR 2025 ·
    Jonathan Light
    DBLP profile ↗ORCID search ↗
  30. SolverLLM: Leveraging Test-Time Scaling for Optimization Problem via LLM-Guided Search
    NeurIPS 2025 ·
    Dong Li
    DBLP profile ↗ORCID search ↗
  31. The 4th Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)
    SIGKDD 2025 ·
    Chen Zhao
    DBLP profile ↗ORCID search ↗
  32. TimeCAP: Learning to Contextualize, Augment, and Predict Time Series Events with Large Language Model Agents
    AAAI 2025 ·
    Geon Lee
    DBLP profile ↗ORCID search ↗
  33. TimeXL: Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop
    NeurIPS 2025 ·
    Yushan Jiang
    DBLP profile ↗ORCID search ↗
  34. Uncertainty Propagation on LLM Agent
    ACL 2025 ·
    Qiwei Zhao
    DBLP profile ↗ORCID search ↗
  35. Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
    IJCAI 2025 ·
    Nanxu Gong
    DBLP profile ↗ORCID search ↗
  36. Where's the Liability in the Generative Era? Recovery-based Black-Box Detection of AI-Generated Content
    CVPR 2025 ·
    Haoyue Bai
    DBLP profile ↗ORCID search ↗
  37. xTime: Extreme Event Prediction with Hierarchical Knowledge Distillation and Expert Fusion
    ICDM 2025 ·
    Quan Li
    DBLP profile ↗ORCID search ↗
  38. 3rd Workshop on Ethical Artificial Intelligence: Methods and Applications (EAI)
    SIGKDD 2024 ·
    Chen Zhao
    DBLP profile ↗ORCID search ↗
  39. 3rd Workshop on Uncertainty Reasoning and Quantification in Decision Making (UDM)
    SIGKDD 2024 ·
    Xujiang Zhao
    DBLP profile ↗ORCID search ↗
  40. A Survey on Detection of LLMs-Generated Content
    EMNLP 2024 ·
    Xianjun Yang
    DBLP profile ↗ORCID search ↗
  41. DALD: Improving Logits-based Detector without Logits from Black-box LLMs
    NeurIPS 2024 ·
    Cong Zeng
    DBLP profile ↗ORCID search ↗
  42. DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
    ICML 2024 ·
    Yiyou Sun
    DBLP profile ↗ORCID search ↗
  43. DNA-GPT: Divergent N-Gram Analysis for Training-Free Detection of GPT-Generated Text
    ICLR 2024 ·
    Xianjun Yang
    DBLP profile ↗ORCID search ↗
  44. Distantly-Supervised Joint Extraction with Noise-Robust Learning
    ACL 2024 ·
    Yufei Li
    DBLP profile ↗ORCID search ↗
  45. Improving Multimodal Emotion Recognition by Leveraging Acoustic Adaptation and Visual Alignment
    ACM MM 2024 ·
    Zhixian Zhao
    DBLP profile ↗ORCID search ↗
  46. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
    EMNLP 2024 ·
    Fali Wang
    DBLP profile ↗ORCID search ↗
  47. InfuserKI: Enhancing Large Language Models with Knowledge Graphs via Infuser-Guided Knowledge Integration
    VLDB 2024 ·
    Fali Wang
    DBLP profile ↗ORCID search ↗
  48. Interpretable Imitation Learning with Dynamic Causal Relations
    WSDM 2024 ·
    Tianxiang Zhao
    DBLP profile ↗ORCID search ↗
  49. Large Language Models Can Be Contextual Privacy Protection Learners
    EMNLP 2024 ·
    Yijia Xiao
    DBLP profile ↗ORCID search ↗
  50. MULAN: Multi-modal Causal Structure Learning and Root Cause Analysis for Microservice Systems
    WWW 2024 ·
    Lecheng Zheng
    DBLP profile ↗ORCID search ↗
  51. PAIL: Performance based Adversarial Imitation Learning Engine for Carbon Neutral Optimization
    SIGKDD 2024 ·
    Yuyang Ye
    DBLP profile ↗ORCID search ↗
  52. POND: Multi-Source Time Series Domain Adaptation with Information-Aware Prompt Tuning
    SIGKDD 2024 ·
    Junxiang Wang
    DBLP profile ↗ORCID search ↗
  53. Parametric Augmentation for Time Series Contrastive Learning
    ICLR 2024 ·
    Xu Zheng
    DBLP profile ↗ORCID search ↗
  54. Pruning as a Domain-specific LLM Extractor
    NAACL 2024 ·
    Nan Zhang
    DBLP profile ↗ORCID search ↗
  55. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
    IJCAI 2024 ·
    Xuanming Hu
    DBLP profile ↗ORCID search ↗
  56. Towards Counterfactual Fairness-aware Domain Generalization in Changing Environments
    IJCAI 2024 ·
    Yujie Lin
    DBLP profile ↗ORCID search ↗
  57. Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
    ICLR 2024 ·
    Xu Zheng
    DBLP profile ↗ORCID search ↗
  58. Uncertainty Quantification for In-Context Learning of Large Language Models
    NAACL 2024 ·
    Chen Ling
    DBLP profile ↗ORCID search ↗