Decoupled dynamic spatial-temporal graph neural network for traffic forecastingZezhi Shao, Christian S. Jensen, Zhao Zhang et al.|Proceedings of the VLDB Endowment|2022Cited by 329
Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series ForecastingZezhi Shao, Yongjun Xu, Zhao Zhang et al.|Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining|2022Cited by 263
Exploring Progress in Multivariate Time Series Forecasting: Comprehensive Benchmarking and Heterogeneity AnalysisZezhi Shao, Xueqi Cheng, Yongjun Xu et al.|IEEE Transactions on Knowledge and Data Engineering|2024Cited by 142
Foundation models and intelligent decision-making: Progress, challenges, and perspectivesJincai Huang, Yongjun Xu, Qi Wang et al.|The Innovation|2025Cited by 38
HUTFormer: Hierarchical U-Net transformer for long-term traffic forecastingZezhi Shao, Yongjun Xu, Fei Wang et al.|Communications in Transportation Research|2025Cited by 15