Zezhi Shao

Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey

Guangyin Jin, Yuxuan Liang, Yuchen Fang et al. · IEEE Transactions on Knowledge and Data Engineering · 2023 · 362 citations

Stgnn Technologies, Engineering, Machine Learning +21

Decoupled dynamic spatial-temporal graph neural network for traffic forecasting

Zezhi Shao, Zhao Zhang, Wei Wei et al. · Proceedings of the VLDB Endowment · 2022 · 296 citations

Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting

Zezhi Shao, Zhao Zhang, Fei Wang et al. · Proceedings of the 31st ACM International Conference on Information & Knowledge Management · 2022 · 281 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +21

Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity Analysis

Zezhi Shao, Fei Wang, Yongjun Xu et al. · IEEE Transactions on Knowledge and Data Engineering · 2024 · 113 citations · Full text

DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction

Chengqing Yu, Fei Wang, Zezhi Shao et al. · 2023 · 104 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20