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Repositories
- TQNet Public
[ICML 2025] Official repository of the TQNet paper: "Temporal Query Network for Efficient Multivariate Time Series Forecasting". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
ACAT-SCUT/TQNet’s past year of commit activity - CycleNet Public
[NeurIPS 2024 Spotlight] Official repository of the CycleNet paper: "CycleNet: Enhancing Time Series Forecasting through Modeling Periodic Patterns". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
ACAT-SCUT/CycleNet’s past year of commit activity - MSCNet Public
[IEEE TSC 2025] Official repository of the MSCNet paper: "MSCNet: Multi-Scale Network with Convolutions for Long-term Cloud Workload Prediction". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
ACAT-SCUT/MSCNet’s past year of commit activity - TFEGRU Public
[IEEE TSC 2024] Official repository of the TFEGRU paper: "TFEGRU: Time-Frequency Enhanced Gated Recurrent Unit With Attention for Cloud Workload Prediction". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
ACAT-SCUT/TFEGRU’s past year of commit activity - PETformer Public
[IEEE TETCI 2025] Official repository of the PETformer paper: "PETformer: Long-term Time Series Forecasting via Placeholder-enhanced Transformer". This work is developed by the Lab of Professor Weiwei Lin (linww@scut.edu.cn), South China University of Technology; Pengcheng Laboratory.
ACAT-SCUT/PETformer’s past year of commit activity - SparseTSF Public
[ICML 2024 Oral] "SparseTSF: Modeling Long-term Time Series Forecasting with 1k Parameters". Please refer to https://github.com/lss-1138/SparseTSF for the full code and details.
ACAT-SCUT/SparseTSF’s past year of commit activity - SegRNN Public
SegRNN: Segment Recurrent Neural Network for Long-Term Time Series Forecasting. Please refer to https://github.com/lss-1138/SegRNN for the full code and details.
ACAT-SCUT/SegRNN’s past year of commit activity
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