Xu Wang

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 15

Top Topics

Spatial And Temporal

Driven Learning

Gaussian Process

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Hongbo Zhang, Guang Wang, Xu Wang, Zhengyang Zhou, Chen Zhang, Zheng Dong, Yang Wang
NondBREM: Nondeterministic Offline Reinforcement Learning for Large-Scale Order Dispatching. AAAI (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)
Wei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang, Yang Wang
When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification. WWW (2024)
Zhengyang Zhou, Jiahao Shi, Hongbo Zhang, Qiongyu Chen, Xu Wang, Hongyang Chen, Yang Wang
CreST: A Credible Spatiotemporal Learning Framework for Uncertainty-aware Traffic Forecasting. WSDM (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)
Zhe Zhao, Pengkun Wang, Xu Wang, Haibin Wen, Xiaolong Xie, Zhengyang Zhou, Qingfu Zhang, Yang Wang
Delayed Bottlenecking: Alleviating Forgetting in Pre-trained Graph Neural Networks. CoRR (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)
Kun Wang, Yuxuan Liang, Pengkun Wang, Xu Wang, Pengfei Gu, Junfeng Fang, Yang Wang
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective. ICLR (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)
Kuo Yang, Zhengyang Zhou, Wei Sun, Pengkun Wang, Xu Wang, Yang Wang
EXTRACT and REFINE: Finding a Support Subgraph Set for Graph Representation. KDD (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)
Pengkun Wang, Chuancai Ge, Zhengyang Zhou, Xu Wang, Yuantao Li, Yang Wang
Joint Gated Co-Attention Based Multi-Modal Networks for Subregion House Price Prediction. IEEE Trans. Knowl. Data Eng. 35 (2) (2023)
Kun Wang, Zhengyang Zhou, Xu Wang, Pengkun Wang, Qi Fang, Yang Wang
A2DJP: A Two Graph-Based Component Fused Learning Framework for Urban Anomaly Distribution and Duration Joint-Prediction. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)