Tian Zhou

Venues

Frequent coauthors

Papers

1. SimDiff: Simpler Yet Better Diffusion Model for Time Series Point Forecasting
   AAAI 2026 ·

   Hang Ding

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2. Does Vector Quantization Fail in Spatio-Temporal Forecasting? Exploring a Differentiable Sparse Soft-Vector Quantization Approach
   SIGKDD 2025 ·

   Chao Chen

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3. Unlocking the Power of LSTM for Long Term Time Series Forecasting
   AAAI 2025 ·

   Yaxuan Kong

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4. Utilizing Strategic Pre-training to Reduce Overfitting: Baguan - A Pre-trained Weather Forecasting Model
   SIGKDD 2025 ·

   Peisong Niu

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5. CARD: Channel Aligned Robust Blend Transformer for Time Series Forecasting
   ICLR 2024 ·

   Xue Wang

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6. FusionSF: Fuse Heterogeneous Modalities in a Vector Quantized Framework for Robust Solar Power Forecasting
   SIGKDD 2024 ·

   Ziqing Ma

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