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Yanjie Fu

32 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

CIKM ×6SIGKDD ×6AAAI ×4IJCAI ×4EACL ×2EMNLP ×2SDM ×2ACL ×1ICDE ×1ICDM ×1NAACL ×1NeurIPS ×1WWW ×1

Frequent coauthors

Nanxu Gong
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Wangyang Ying
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Xuanming Hu
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Haoyue Bai
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Xinyuan Wang
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Ehtesamul Azim
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Arun Vignesh Malarkkan
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Jinghan Zhang
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Ruisheng Zheng
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Yanping Wu
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Rui Liu
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Tianqi He
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Papers

  1. Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer
    EACL 2026 ·
    Jinghan Zhang
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  2. Brownian Bridge Augmented Surrogate Simulation and Injection Planning for Geological CO2 Storage
    AAAI 2026 ·
    Haoyue Bai
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  3. DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion
    AAAI 2026 ·
    Ruisheng Zheng
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  4. Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations
    ACL 2026 ·
    Nanxu Gong
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  5. Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
    AAAI 2026 ·
    Xinyuan Wang
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  6. Learning to Route: A Rule-Driven Agent Framework for Hybrid-Source Retrieval-Augmented Generation
    WWW 2026 ·
    Haoyue Bai
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  7. Multi-Agent Procedural Graph Extraction with Structural and Logical Refinement
    EACL 2026 ·
    Wangyang Ying
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  8. AI4DE: The 1st International Workshop on AI for Data Editing
    SIGKDD 2025 · Yanjie Fu
  9. Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization
    CIKM 2025 ·
    Yanping Wu
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  10. Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning
    SIGKDD 2025 ·
    Ehtesamul Azim
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  11. Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search
    SIGKDD 2025 ·
    Rui Liu
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  12. DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming
    ICDM 2025 ·
    Arun Vignesh Malarkkan
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  13. Evolutionary Large Language Model for Automated Feature Transformation
    AAAI 2025 ·
    Nanxu Gong
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  14. Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
    ICDE 2025 ·
    Tianqi He
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  15. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
    SIGKDD 2025 ·
    Wei Fan
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  16. ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
    EMNLP 2025 ·
    Guangwei Zhang
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  17. LEKA: LLM-Enhanced Knowledge Augmentation
    IJCAI 2025 ·
    Xinhao Zhang
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  18. MixLLM: Dynamic Routing in Mixed Large Language Models
    NAACL 2025 ·
    Xinyuan Wang
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  19. Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation
    NeurIPS 2025 ·
    Nanxu Gong
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  20. Unsupervised Feature Transformation via In-context Generation, Generator-critic LLM Agents, and Duet-play Teaming
    IJCAI 2025 ·
    Nanxu Gong
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  21. Weaver: Interweaving SQL and LLM for Table Reasoning
    EMNLP 2025 ·
    Rohit Khoja
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  22. DCAI: The 4th International Workshop on Data-Centric AI
    CIKM 2024 · Yanjie Fu
  23. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    SDM 2024 ·
    Xuanming Hu
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  24. Feature Interaction Aware Automated Data Representation Transformation
    SDM 2024 ·
    Ehtesamul Azim
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  25. Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks
    SIGKDD 2024 ·
    Weijia Zhang
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  26. Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
    IJCAI 2024 ·
    Yicheng Zhou
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  27. Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures
    CIKM 2024 ·
    Arun Vignesh Malarkkan
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  28. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
    IJCAI 2024 ·
    Xuanming Hu
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  29. Reinforcement Feature Transformation for Polymer Property Performance Prediction
    CIKM 2024 ·
    Xuanming Hu
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  30. Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration
    CIKM 2024 ·
    Wangyang Ying
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  31. Tabular Data-centric AI: Challenges, Techniques and Future Perspectives
    CIKM 2024 · Yanjie Fu
  32. Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
    SIGKDD 2024 ·
    Wangyang Ying
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