PPaperPicks

Yanjie Fu

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

DBLP profile ↗ORCID 0000-0002-1767-8024 ↗Homepage ↗

Venues

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

Frequent coauthors

Dongjie Wang
×15
Wangyang Ying
×9
Kunpeng Liu
×8
Haifeng Chen
×7
Haoyue Bai
×6
Nanxu Gong
×6
Xinyuan Wang
×5
Xuanming Hu
×5
Sixun Dong
×4
Pengyang Wang
×4
Zhengzhang Chen
×3
Wei Cheng
×3

Papers

  1. Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer
    EACL 2026 ·
    Jinghan Zhang
    ,
    Fengran Mo
    ,
    Tharindu Cyril Weerasooriya
    ,
    Xinyue Ye
    ,
    Dongjie Wang
    , Yanjie Fu,
    Kunpeng Liu
  2. 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
  3. DGTF: Cross-Domain Decentralized Graph Learning with Topology-Aware Knowledge Fusion
    AAAI 2026 ·
    Ruisheng Zheng
    ,
    Mingyi Li
    ,
    Xiao Zhang
    ,
    Hongjian Shi
    , Yanjie Fu,
    Yuan Yuan
    ,
    Dongxiao Yu
  4. Does Theory of Mind Improvement Really Benefit Human-AI Interactions? Empirical Findings from Interactive Evaluations
    ACL 2026 ·
    Nanxu Gong
    ,
    Zixin Chen
    ,
    Haotian Li
    ,
    Zishu Zhao
    ,
    Jianxun Lian
    ,
    Huamin Qu
    , Yanjie Fu,
    Xing Xie
  5. Efficient Post-Training Refinement of Latent Reasoning in Large Language Models
    AAAI 2026 ·
    Xinyuan Wang
    ,
    Dongjie Wang
    ,
    Wangyang Ying
    ,
    Haoyue Bai
    ,
    Nanxu Gong
    ,
    Sixun Dong
    ,
    Kunpeng Liu
    , Yanjie Fu
  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. 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
  8. AI4DE: The 1st International Workshop on AI for Data Editing
    SIGKDD 2025 · Yanjie Fu,
    Kunpeng Liu
    ,
    Dongjie Wang
    ,
    Xiangliang Zhang
    ,
    Khalid K. Osman
    ,
    Charu Aggarwal
    ,
    Suzanne M. Shontz
    ,
    Huan Liu
    ,
    Jian Pei
  9. Adaptive Context-Infused Performance Evaluator for Iterative Feature Space Optimization
    CIKM 2025 ·
    Yanping Wu
    ,
    Yanyong Huang
    ,
    Zijun Yao
    , Yanjie Fu,
    Kunpeng Liu
    ,
    Xiao Luo
    ,
    Dongjie Wang
  10. Biological Pathway Guided Gene Selection Through Collaborative Reinforcement Learning
    SIGKDD 2025 ·
    Ehtesamul Azim
    ,
    Dongjie Wang
    ,
    Tae Hyun Hwang
    , Yanjie Fu,
    Wei Zhang
  11. Continuous Optimization for Feature Selection with Permutation-Invariant Embedding and Policy-Guided Search
    SIGKDD 2025 ·
    Rui Liu
    ,
    Rui Xie
    ,
    Zijun Yao
    , Yanjie Fu,
    Dongjie Wang
  12. DELTA: Variational Disentangled Learning for Privacy-Preserving Data Reprogramming
    ICDM 2025 ·
    Arun Vignesh Malarkkan
    ,
    Haoyue Bai
    ,
    Anjali Kaushik
    , Yanjie Fu
  13. Evolutionary Large Language Model for Automated Feature Transformation
    AAAI 2025 ·
    Nanxu Gong
    ,
    Chandan K. Reddy
    ,
    Wangyang Ying
    ,
    Haifeng Chen
    , Yanjie Fu
  14. Fastft: Accelerating Reinforced Feature Transformation via Advanced Exploration Strategies
    ICDE 2025 ·
    Tianqi He
    ,
    Xiaohan Huang
    ,
    Yi Du
    ,
    Qingqing Long
    ,
    Ziyue Qiao
    ,
    Min Wu
    , Yanjie Fu,
    Yuanchun Zhou
    ,
    Meng Xiao
  15. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
    SIGKDD 2025 ·
    Wei Fan
    ,
    Shun Zheng
    ,
    Pengyang Wang
    ,
    Rui Xie
    ,
    Kun Yi
    ,
    Qi Zhang
    ,
    Jiang Bian
    , Yanjie Fu
  16. ISACL: Internal State Analyzer for Copyrighted Training Data Leakage
    EMNLP 2025 ·
    Guangwei Zhang
    ,
    Qisheng Su
    ,
    Jiateng Liu
    ,
    Cheng Qian
    ,
    Yanzhou Pan
    , Yanjie Fu,
    Denghui Zhang
  17. LEKA: LLM-Enhanced Knowledge Augmentation
    IJCAI 2025 ·
    Xinhao Zhang
    ,
    Jinghan Zhang
    ,
    Fengran Mo
    ,
    Dongjie Wang
    , Yanjie Fu,
    Kunpeng Liu
  18. 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
  19. Sculpting Features from Noise: Reward-Guided Hierarchical Diffusion for Task-Optimal Feature Transformation
    NeurIPS 2025 ·
    Nanxu Gong
    ,
    Zijun Li
    ,
    Sixun Dong
    ,
    Haoyue Bai
    ,
    Wangyang Ying
    ,
    Xinyuan Wang
    , Yanjie Fu
  20. 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
  21. Weaver: Interweaving SQL and LLM for Table Reasoning
    EMNLP 2025 ·
    Rohit Khoja
    ,
    Devanshu Gupta
    , Yanjie Fu,
    Dan Roth
    ,
    Vivek Gupta
  22. DCAI: The 4th International Workshop on Data-Centric AI
    CIKM 2024 · Yanjie Fu,
    Kunpeng Liu
    ,
    Dongjie Wang
  23. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    SDM 2024 ·
    Xuanming Hu
    ,
    Wei Fan
    ,
    Dongjie Wang
    ,
    Pengyang Wang
    ,
    Yong Li
    , Yanjie Fu
  24. Feature Interaction Aware Automated Data Representation Transformation
    SDM 2024 ·
    Ehtesamul Azim
    ,
    Dongjie Wang
    ,
    Kunpeng Liu
    ,
    Wei Zhang
    , Yanjie Fu
  25. Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks
    SIGKDD 2024 ·
    Weijia Zhang
    ,
    Le Zhang
    ,
    Jindong Han
    ,
    Hao Liu
    , Yanjie Fu,
    Jingbo Zhou
    ,
    Yu Mei
    ,
    Hui Xiong
  26. Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
    IJCAI 2024 ·
    Yicheng Zhou
    ,
    Pengfei Wang
    ,
    Hao Dong
    ,
    Denghui Zhang
    ,
    Dingqi Yang
    , Yanjie Fu,
    Pengyang Wang
  27. Multi-view Causal Graph Fusion Based Anomaly Detection in Cyber-Physical Infrastructures
    CIKM 2024 ·
    Arun Vignesh Malarkkan
    ,
    Dongjie Wang
    , Yanjie Fu
  28. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
    IJCAI 2024 ·
    Xuanming Hu
    ,
    Wei Fan
    ,
    Haifeng Chen
    ,
    Pengyang Wang
    , Yanjie Fu
  29. Reinforcement Feature Transformation for Polymer Property Performance Prediction
    CIKM 2024 ·
    Xuanming Hu
    ,
    Dongjie Wang
    ,
    Wangyang Ying
    , Yanjie Fu
  30. Revolutionizing Biomarker Discovery: Leveraging Generative AI for Bio-Knowledge-Embedded Continuous Space Exploration
    CIKM 2024 ·
    Wangyang Ying
    ,
    Dongjie Wang
    ,
    Xuanming Hu
    ,
    Ji Qiu
    ,
    Jin Park
    , Yanjie Fu
  31. Tabular Data-centric AI: Challenges, Techniques and Future Perspectives
    CIKM 2024 · Yanjie Fu,
    Dongjie Wang
    ,
    Hui Xiong
    ,
    Kunpeng Liu
  32. Unsupervised Generative Feature Transformation via Graph Contrastive Pre-training and Multi-objective Fine-tuning
    SIGKDD 2024 ·
    Wangyang Ying
    ,
    Dongjie Wang
    ,
    Xuanming Hu
    ,
    Yuanchun Zhou
    ,
    Charu C. Aggarwal
    , Yanjie Fu