Wei Fan

Venues

Frequent coauthors

Papers

1. CIFAD: Causal-Invariant Subspace Learning for Few-Shot Anomaly Detection on Dynamic Relational Graphs
   WWW 2026 ·

   Yu Xiao

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2. ClimAgent: LLM as Agents for Autonomous Open-ended Climate Science Analysis
   ACL 2026 ·

   Hao Wang

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3. MTP: Exploring Multimodal Urban Traffic Profiling with Modality Augmentation and Spectrum Fusion
   AAAI 2026 ·

   Haolong Xiang

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4. A Survey on Deep Learning based Time Series Analysis with Frequency Transformation
   SIGKDD 2025 ·

   Kun Yi

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5. Amplifier: Bringing Attention to Neglected Low-Energy Components in Time Series Forecasting
   AAAI 2025 ·

   Jingru Fei

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6. DRL: Decomposed Representation Learning for Tabular Anomaly Detection
   ICLR 2025 ·

   Hangting Ye

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7. Empowering Multimodal Road Traffic Profiling with Vision Language Models and Frequency Spectrum Fusion
   IJCAI 2025 ·

   Haolong Xiang

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8. Enhancing Generalizability in Molecular Conformation Generation with METRIZATION-Informed Geometric Diffusion Pretraining
   AAAI 2025 ·

   Xiaozhuang Song

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9. IN-Flow: Instance Normalization Flow for Non-stationary Time Series Forecasting
   SIGKDD 2025 · Wei Fan
10. RePST: Language Model Empowered Spatio-Temporal Forecasting via Semantic-Oriented Reprogramming
    IJCAI 2025 ·

    Hao Wang

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11. Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification
    WWW 2025 · Wei Fan
12. Wills Aligner: Multi-Subject Collaborative Brain Visual Decoding
    AAAI 2025 ·

    Guangyin Bao

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13. Decoupled Invariant Attention Network for Multivariate Time-series Forecasting
    IJCAI 2024 ·

    Haihua Xu

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14. Deep Frequency Derivative Learning for Non-stationary Time Series Forecasting
    IJCAI 2024 · Wei Fan
15. Dual-stage Flows-based Generative Modeling for Traceable Urban Planning
    SDM 2024 ·

    Xuanming Hu

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16. EEiF: Efficient Isolated Forest with e Branches for Anomaly Detection
    ICDM 2024 ·

    Yifan Zhang

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17. FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
    IJCAI 2024 ·

    Zhiyuan Ning

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18. FilterNet: Harnessing Frequency Filters for Time Series Forecasting
    NeurIPS 2024 ·

    Kun Yi

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19. HyDiscGAN: A Hybrid Distributed cGAN for Audio-Visual Privacy Preservation in Multimodal Sentiment Analysis
    IJCAI 2024 ·

    Zhuojia Wu

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20. MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization
    ICML 2024 ·

    Yu Zhang

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21. PTaRL: Prototype-based Tabular Representation Learning via Space Calibration
    ICLR 2024 ·

    Hangting Ye

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22. Reconstructing Missing Variables for Multivariate Time Series Forecasting via Conditional Generative Flows
    IJCAI 2024 ·

    Xuanming Hu

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