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Yang Shu

East China Normal University, School of Data Science and Engineering, Shanghai, China

17 papers at tracked venues · 17 at CORE A* · active 2024–2026

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Venues

ICDE ×3ICLR ×3AAAI ×2ICML ×2NeurIPS ×2ACM MM ×1CVPR ×1ICCV ×1SIGKDD ×1VLDB ×1

Frequent coauthors

Mingyang Liu
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Yihang Wang
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Junkai Lu
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Xiuwen Li
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Yuxuan Chen
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Tengxue Zhang
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Beibu Li
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Xiangfei Qiu
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Kai Zhao
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Sicong Liu
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Zhe Li
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Mingyang Yu
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Papers

  1. Towards Non-Stationary Time Series Forecasting with Temporal Stabilization and Frequency Differencing
    AAAI 2026 ·
    Junkai Lu
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  2. AID-SQL: Adaptive In-Context Learning of Text-to-SQL with Difficulty-Aware Instruction and Retrieval-Augmented Generation
    ICDE 2025 ·
    Xiuwen Li
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  3. AimTS: Augmented Series and Image Contrastive Learning for Time Series Classification
    ICDE 2025 ·
    Yuxuan Chen
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  4. Assessing Pre-Trained Models for Transfer Learning Through Distribution of Spectral Components
    AAAI 2025 ·
    Tengxue Zhang
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  5. CrossAD: Time Series Anomaly Detection with Cross-scale Associations and Cross-window Modeling
    NeurIPS 2025 ·
    Beibu Li
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  6. Debiased Curriculum Adaptation for Safe Transfer Learning in Chest X-Ray Classification
    ICCV 2025 ·
    Mingyang Liu
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  7. EasyTime: Time Series Forecasting Made Easy
    ICDE 2025 ·
    Xiangfei Qiu
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  8. Enhancing Diversity for Data-free Quantization
    CVPR 2025 ·
    Kai Zhao
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  9. Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
    ICLR 2025 ·
    Sicong Liu
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  10. LightGTS: A Lightweight General Time Series Forecasting Model
    ICML 2025 ·
    Yihang Wang
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  11. TSFM-Bench: A Comprehensive and Unified Benchmark of Foundation Models for Time Series Forecasting
    SIGKDD 2025 ·
    Zhe Li
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  12. Towards Measuring and Modeling Geometric Structures in Time Series Forecasting via Image Modality
    ACM MM 2025 ·
    Mingyang Yu
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  13. Towards a General Time Series Anomaly Detector with Adaptive Bottlenecks and Dual Adversarial Decoders
    ICLR 2025 ·
    Qichao Shentu
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  14. Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
    ICML 2025 ·
    Yihang Wang
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  15. Boosting Transferability and Discriminability for Time Series Domain Adaptation
    NeurIPS 2024 ·
    Mingyang Liu
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  16. Pathformer: Multi-scale Transformers with Adaptive Pathways for Time Series Forecasting
    ICLR 2024 ·
    Peng Chen
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  17. RCRank: Multimodal Ranking of Root Causes of Slow Queries in Cloud Database Systems
    VLDB 2024 ·
    Biao Ouyang
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