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Tian Zhou

6 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

SIGKDD ×3AAAI ×2ICLR ×1

Frequent coauthors

Rong Jin
×4
Liang Sun
×3
Xue Wang
×2
Chao Chen
×2
Qingsong Wen
×2
Ziqing Ma
×2
Hang Ding
×1
Tao Yao
×1
Yanjun Zhao
×1
Hui Liu
×1
Yaxuan Kong
×1
Zepu Wang
×1

Papers

  1. SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting
    AAAI 2026 ·
    Hang Ding
    ,
    Xue Wang
    , Tian Zhou,
    Tao Yao
  2. Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach
    SIGKDD 2025 ·
    Chao Chen
    , Tian Zhou,
    Yanjun Zhao
    ,
    Hui Liu
    ,
    Rong Jin
    ,
    Liang Sun
  3. Unlocking the Power of LSTM for Long Term Time Series Forecasting
    AAAI 2025 ·
    Yaxuan Kong
    ,
    Zepu Wang
    ,
    Yuqi Nie
    , Tian Zhou,
    Stefan Zohren
    ,
    Yuxuan Liang
    ,
    Peng Sun
    ,
    Qingsong Wen
  4. Utilizing Strategic Pre-training to Reduce Overfitting: Baguan - A Pre-trained Weather Forecasting Model
    SIGKDD 2025 ·
    Peisong Niu
    ,
    Ziqing Ma
    , Tian Zhou,
    Weiqi Chen
    ,
    Lefei Shen
    ,
    Rong Jin
    ,
    Liang Sun
  5. CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
    ICLR 2024 ·
    Xue Wang
    , Tian Zhou,
    Qingsong Wen
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Rong Jin
  6. FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting
    SIGKDD 2024 ·
    Ziqing Ma
    ,
    Wenwei Wang
    , Tian Zhou,
    Chao Chen
    ,
    Bingqing Peng
    ,
    Liang Sun
    ,
    Rong Jin