Yudong Zhang

An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series

Xu Wang, Hongbo Zhang, Pengkun Wang et al. · 2023 · 41 citations

Engineering, Machine Learning, Data Science +13

Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction

Binwu Wang, Yudong Zhang, Xu Wang et al. · 2023 · 37 citations

Incremental Learning, Traffic Theory, Engineering +23

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs

Binwu Wang, Yudong Zhang, Jiahao Shi et al. · IEEE Transactions on Intelligent Transportation Systems · 2023 · 27 citations

Traffic Theory, Engineering, Machine Learning +17

Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning

Zhengyang Zhou, Qihe Huang, Kuo Yang et al. · 2023 · 27 citations

Engineering, Machine Learning, Spatiotemporal Organization +24

CMT-Net: A Mutual Transition Aware Framework for Taxicab Pick-ups and Drop-offs Co-Prediction

Yudong Zhang, Bin‐Wu Wang, Ziyang Shan et al. · Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining · 2022 · 17 citations

Transport Network Analysis, Engineering, Machine Learning +20