Yudong Zhang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 11

Top Topics

Spatial And Temporal

Multivariate Time Series

Information Flow

Top Venues

IEEE Trans. Veh. Technol.

Publications

Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Zhengyang Zhou, Yang Wang
A Twist for Graph Classification: Optimizing Causal Information Flow in Graph Neural Networks. AAAI (2024)
Kun Wang, Yuxuan Liang, Xinglin Li, Guohao Li, Bernard Ghanem, Roger Zimmermann, Zhengyang Zhou, Huahui Yi, Yudong Zhang, Yang Wang
Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets. IEEE Trans. Pattern Anal. Mach. Intell. 46 (5) (2024)
Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Binwu Wang, Yang Wang
Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints. ICASSP (2024)
Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang
Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction. IEEE Trans. Veh. Technol. 73 (1) (2024)
Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang
STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts. KDD (2024)
Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang
Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective. AAAI (2024)
Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang
Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction. KDD (2023)
Zhengyang Zhou, Qihe Huang, Kuo Yang, Kun Wang, Xu Wang, Yudong Zhang, Yuxuan Liang, Yang Wang
Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning. KDD (2023)
Yudong Zhang, Wei Lu, Xu Wang, Pengkun Wang, Yang Wang
Pondering About Task Spatial Misalignment: Classification-Localization Equilibrated Object Detection. ICASSP (2023)
Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang
An Observed Value Consistent Diffusion Model for Imputing Missing Values in Multivariate Time Series. KDD (2023)
Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang
Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs. IEEE Trans. Intell. Transp. Syst. 24 (7) (2023)