Binwu Wang

According to our database, Binwu Wang authored at least 27 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Condition-Guided Urban Traffic Co-Prediction With Multiple Sparse Surveillance Data.

Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Yang Wang

IEEE Trans. Veh. Technol., January, 2025

2024

Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning.

Yudong Zhang, Xu Wang, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Yang Wang

IEEE Trans. Mob. Comput., December, 2024

Adaptive and Interactive Multi-Level Spatio-Temporal Network for Traffic Forecasting.

Yudong Zhang, Pengkun Wang, Binwu Wang, Xu Wang, Zhe Zhao, Zhengyang Zhou, Lei Bai, Yang Wang

IEEE Trans. Intell. Transp. Syst., October, 2024

Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity.

Zhengyang Zhou, Kuo Yang, Yuxuan Liang, Binwu Wang, Hongyang Chen, Yang Wang

IEEE Trans. Mob. Comput., May, 2024

Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction.

Xu Wang, Pengkun Wang, Binwu Wang, Yudong Zhang, Zhengyang Zhou, Lei Bai, Yang Wang

IEEE Trans. Veh. Technol., January, 2024

FusionTransNet for Smart Urban Mobility: Spatiotemporal Traffic Forecasting Through Multimodal Network Integration.

Binwu Wang, Yan Leng, Guang Wang, Yang Wang

CoRR, 2024

ComS2T: A complementary spatiotemporal learning system for data-adaptive model evolution.

Zhengyang Zhou, Qihe Huang, Binwu Wang, Jianpeng Hou, Kuo Yang, Yuxuan Liang, Yang Wang

CoRR, 2024

Meta Koopman decomposition for time series forecasting under temporal distribution shifts.

Yudong Zhang, Xu Wang, Zhaoyang Sun, Pengkun Wang, Binwu Wang, Limin Li, Yang Wang

Adv. Eng. Informatics, 2024

When Imbalance Meets Imbalance: Structure-driven Learning for Imbalanced Graph Classification.

Wei Xu, Pengkun Wang, Zhe Zhao, Binwu Wang, Xu Wang, Yang Wang

Proceedings of the ACM on Web Conference 2024, 2024

STONE: A Spatio-temporal OOD Learning Framework Kills Both Spatial and Temporal Shifts.

Binwu Wang, Jiaming Ma, Pengkun Wang, Xu Wang, Yudong Zhang, Zhengyang Zhou, Yang Wang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Make Bricks with a Little Straw: Large-Scale Spatio-Temporal Graph Learning with Restricted GPU-Memory Capacity.

Binwu Wang, Pengkun Wang, Zhengyang Zhou, Zhe Zhao, Wei Xu, Yang Wang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Kill Two Birds with One Stone: Rethinking Data Augmentation for Deep Long-tailed Learning.

Binwu Wang, Pengkun Wang, Wei Xu, Xu Wang, Yudong Zhang, Kun Wang, Yang Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Graph Networks Stand Strong: Enhancing Robustness via Stability Constraints.

Zhe Zhao, Pengkun Wang, Haibin Wen, Yudong Zhang, Binwu Wang, Yang Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

Gradient Reactivation Enhanced Causal Attention for Out-Of-Distribution Generalizable Graph Classification.

Xu Wang, Pengfei Gu, Yudong Zhang, Binwu Wang, Pengkun Wang, Yang Wang

Proceedings of the IEEE International Conference on Acoustics, 2024

Towards Dynamic Spatial-Temporal Graph Learning: A Decoupled Perspective.

Binwu Wang, Pengkun Wang, Yudong Zhang, Xu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs.

Binwu Wang, Yudong Zhang, Jiahao Shi, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang

IEEE Trans. Intell. Transp. Syst., 2023

Graph-Free Learning in Graph-Structured Data: A More Efficient and Accurate Spatiotemporal Learning Perspective.

Xu Wang, Pengfei Gu, Pengkun Wang, Binwu Wang, Zhengyang Zhou, Lei Bai, Yang Wang

CoRR, 2023

Towards Learning in Grey Spatiotemporal Systems: A Prophet to Non-consecutive Spatiotemporal Dynamics.

Zhengyang Zhou, Kuo Yang, Wei Sun, Binwu Wang, Min Zhou, Yunan Zong, Yang Wang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement.

Qihe Huang, Lei Shen, Ruixin Zhang, Shouhong Ding, Binwu Wang, Zhengyang Zhou, Yang Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

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

Xu Wang, Hongbo Zhang, Pengkun Wang, Yudong Zhang, Binwu Wang, Zhengyang Zhou, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Pattern Expansion and Consolidation on Evolving Graphs for Continual Traffic Prediction.

Binwu Wang, Yudong Zhang, Xu Wang, Pengkun Wang, Zhengyang Zhou, Lei Bai, Yang Wang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

A Knowledge-Driven Memory System for Traffic Flow Prediction.

Binwu Wang, Yudong Zhang, Pengkun Wang, Xu Wang, Lei Bai, Yang Wang

Proceedings of the Database Systems for Advanced Applications, 2023

Long-Tailed Time Series Classification via Feature Space Rebalancing.

Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang

Proceedings of the Database Systems for Advanced Applications, 2023

2022

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

Yudong Zhang, Binwu Wang, Ziyang Shan, Zhengyang Zhou, Yang Wang

Proceedings of the WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21, 2022

Countering Modal Redundancy and Heterogeneity: A Self-Correcting Multimodal Fusion.

Pengkun Wang, Xu Wang, Binwu Wang, Yudong Zhang, Lei Bai, Yang Wang

Proceedings of the IEEE International Conference on Data Mining, 2022

2020

The Impact of Urban Renewal on Land Surface Temperature Changes: A Case Study in the Main City of Guangzhou, China.

Zhi Qiao, Luo Liu, Yuanwei Qin, Xinliang Xu, Binwu Wang, Zhenjie Liu

Remote. Sens., 2020

Analysis on the Spatio-Temporal Characteristics of Urban Expansion and the Complex Driving Mechanism: Taking the Pearl River Delta Urban Agglomeration as a Case.

Luo Liu, Jianmei Liu, Zhenjie Liu, Xuliang Xu, Binwu Wang

Complex., 2020