PPaperPicks

Wei Fan

University of Oxford, UK

22 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-7656-445X ↗Google Scholar ↗Homepage ↗

Venues

IJCAI ×7AAAI ×4ICLR ×2SIGKDD ×2WWW ×2ACL ×1ICDM ×1ICML ×1NeurIPS ×1SDM ×1

Frequent coauthors

Kun Yi
×11
Qi Zhang
×9
Haolong Xiang
×5
Hangting Ye
×5
Pengyang Wang
×5
Xiaolong Xu
×4
Xuyun Zhang
×4
Liang Hu
×4
Jingru Fei
×3
Xiaozhuang Song
×3
Yanjie Fu
×3
Duoqian Miao
×3

Papers

  1. CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs
    WWW 2026 ·
    Yu Xiao
    ,
    Haolong Xiang
    ,
    Xiaolong Xu
    ,
    Lianyong Qi
    ,
    Xuyun Zhang
    , Wei Fan,
    Wanchun Dou
  2. ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis
    ACL 2026 ·
    Hao Wang
    ,
    Jindong Han
    , Wei Fan,
    Hao Liu
  3. MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion
    AAAI 2026 ·
    Haolong Xiang
    ,
    Peisi Wang
    ,
    Xiaolong Xu
    ,
    Kun Yi
    ,
    Xuyun Zhang
    ,
    Quan Z. Sheng
    ,
    Amin Beheshti
    , Wei Fan
  4. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
    SIGKDD 2025 ·
    Kun Yi
    ,
    Qi Zhang
    , Wei Fan,
    Longbing Cao
    ,
    Shoujin Wang
    ,
    Hui He
    ,
    Guodong Long
    ,
    Liang Hu
    ,
    Qingsong Wen
    ,
    Hui Xiong
  5. Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting
    AAAI 2025 ·
    Jingru Fei
    ,
    Kun Yi
    , Wei Fan,
    Qi Zhang
    ,
    Zhendong Niu
  6. DRL: Decomposed Representation Learning for Tabular Anomaly Detection
    ICLR 2025 ·
    Hangting Ye
    ,
    He Zhao
    , Wei Fan,
    Mingyuan Zhou
    ,
    Dandan Guo
    ,
    Yi Chang
  7. Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion
    IJCAI 2025 ·
    Haolong Xiang
    ,
    Xiaolong Xu
    ,
    Guangdong Wang
    ,
    Xuyun Zhang
    ,
    Xiaoyong Li
    ,
    Qi Zhang
    ,
    Amin Beheshti
    , Wei Fan
  8. Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining
    AAAI 2025 ·
    Xiaozhuang Song
    ,
    Yuzhao Tu
    ,
    Hangting Ye
    , Wei Fan,
    Qingquan Zhang
    ,
    Xiaoxue Wang
    ,
    Tianshu Yu
  9. 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
  10. RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming
    IJCAI 2025 ·
    Hao Wang
    ,
    Jindong Han
    , Wei Fan,
    Leilei Sun
    ,
    Hao Liu
  11. Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification
    WWW 2025 · Wei Fan,
    Jingru Fei
    ,
    Dingyu Guo
    ,
    Kun Yi
    ,
    Xiaozhuang Song
    ,
    Haolong Xiang
    ,
    Hangting Ye
    ,
    Min Li
  12. Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding
    AAAI 2025 ·
    Guangyin Bao
    ,
    Qi Zhang
    ,
    Zixuan Gong
    ,
    Jialei Zhou
    , Wei Fan,
    Kun Yi
    ,
    Usman Naseem
    ,
    Liang Hu
    ,
    Duoqian Miao
  13. Decoupled Invariant Attention Network for Multivariate Time-series Forecasting
    IJCAI 2024 ·
    Haihua Xu
    , Wei Fan,
    Kun Yi
    ,
    Pengyang Wang
  14. Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting
    IJCAI 2024 · Wei Fan,
    Kun Yi
    ,
    Hangting Ye
    ,
    Zhiyuan Ning
    ,
    Qi Zhang
    ,
    Ning An
  15. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    SDM 2024 ·
    Xuanming Hu
    , Wei Fan,
    Dongjie Wang
    ,
    Pengyang Wang
    ,
    Yong Li
    ,
    Yanjie Fu
  16. EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection
    ICDM 2024 ·
    Yifan Zhang
    ,
    Haolong Xiang
    ,
    Xuyun Zhang
    ,
    Xiaolong Xu
    , Wei Fan,
    Qin Zhang
    ,
    Lianyong Qi
  17. FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
    IJCAI 2024 ·
    Zhiyuan Ning
    ,
    Chunlin Tian
    ,
    Meng Xiao
    , Wei Fan,
    Pengyang Wang
    ,
    Li Li
    ,
    Pengfei Wang
    ,
    Yuanchun Zhou
  18. FilterNet: Harnessing Frequency Filters for Time Series Forecasting
    NeurIPS 2024 ·
    Kun Yi
    ,
    Jingru Fei
    ,
    Qi Zhang
    ,
    Hui He
    ,
    Shufeng Hao
    ,
    Defu Lian
    , Wei Fan
  19. HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis
    IJCAI 2024 ·
    Zhuojia Wu
    ,
    Qi Zhang
    ,
    Duoqian Miao
    ,
    Kun Yi
    , Wei Fan,
    Liang Hu
  20. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
    ICML 2024 ·
    Yu Zhang
    ,
    Qi Zhang
    ,
    Zixuan Gong
    ,
    Yiwei Shi
    ,
    Yepeng Liu
    ,
    Duoqian Miao
    ,
    Yang Liu
    ,
    Ke Liu
    ,
    Kun Yi
    , Wei Fan,
    Liang Hu
    ,
    Changwei Wang
  21. PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
    ICLR 2024 ·
    Hangting Ye
    , Wei Fan,
    Xiaozhuang Song
    ,
    Shun Zheng
    ,
    He Zhao
    ,
    Dandan Guo
    ,
    Yi Chang
  22. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
    IJCAI 2024 ·
    Xuanming Hu
    , Wei Fan,
    Haifeng Chen
    ,
    Pengyang Wang
    ,
    Yanjie Fu