Binwu Wang - Publications, H-index & Citations

Binwu Wang

University of Science and Technology of China

9H指数

24论文数

220被引数

收录论文 9

发表时间

TimeFormer: Transformer with attention modulation empowered by temporal characteristics for time series forecasting TimeFormer：一种利用时序特征赋能注意力调制的Transformer模型，用于时间序列预测

Expert Systems with Applications

IF7.5

2025-12-30

PREAI

Zhipeng Liu; Peibo Duan; Xuan Tang; Baixin Li; Yongsheng Huang; Mingyang Geng; Changsheng Zhang; Bin Zhang; Binwu Wang

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

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2025-01-01

PREAI

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

Modeling Spatio-Temporal Mobility Across Data Silos via Personalized Federated Learning 通过个性化的联邦学习对跨数据孤岛的时空移动性进行建模

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-12-01

PREAI

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

Meta Koopman decomposition for time series forecasting under temporal distribution shifts 时间分布偏移下时间序列预测的Meta Koopman分解

ADVANCED ENGINEERING INFORMATICS

IF9.9

2024-10-01

PREAI

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

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

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-10-01

PREAI

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

Predicting Collective Human Mobility via Countering Spatiotemporal Heterogeneity

IEEE TRANSACTIONS ON MOBILE COMPUTING

IF9.2

2024-05-01

PREAI

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

Latent Gaussian Processes Based Graph Learning for Urban Traffic Prediction

IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

IF7.1

2024-01-01

PREAI

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

Knowledge Expansion and Consolidation for Continual Traffic Prediction With Expanding Graphs

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2023-07-01

PREAI

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

MobiMixer: A Multi-Scale Spatiotemporal Mixing Model for Mobile Traffic Prediction MobiMixer：一种多尺度时空混合模型用于移动交通预测

IEEE Transactions on Mobile Computing

IF9.2

PREAI

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

研究方向