Zepu Wang

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Data Imputation

Transportation Systems

Top Venues

Comput. Commun.

Publications

Wenjie Du, Jun Wang, Linglong Qian, Yiyuan Yang, Fanxing Liu, Zepu Wang, Zina M. Ibrahim, Haoxin Liu, Zhiyuan Zhao, Yingjie Zhou, Wenjia Wang, Kaize Ding, Yuxuan Liang, B. Aditya Prakash, Qingsong Wen
TSI-Bench: Benchmarking Time Series Imputation. CoRR (2024)
Zijian Zhang, Yujie Sun, Zepu Wang, Yuqi Nie, Xiaobo Ma, Peng Sun, Ruolin Li
Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks. CoRR (2024)
Zepu Wang, Yifei Sun, Zhiyu Lei, Xincheng Zhu, Peng Sun
SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory. ITSC (2023)
Zepu Wang, Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun, Shenhao Wang, Yulin Hu
ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-Temporal Graph Attention and Bidirectional Recurrent United Neural Networks. ITSC (2023)
Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche
A novel hybrid method for achieving accurate and timeliness vehicular traffic flow prediction in road networks. Comput. Commun. 209 (2023)
Zepu Wang, Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun
ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks. CoRR (2023)
Zepu Wang, Yuqi Nie, Peng Sun, Nam H. Nguyen, John M. Mulvey, H. Vincent Poor
ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting. CoRR (2023)
Zepu Wang, Yifei Sun, Zhiyu Lei, Xincheng Zhu, Peng Sun
SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory. CoRR (2023)
Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche
SFL: A High-precision Traffic Flow Predictor for Supporting Intelligent Transportation Systems. GLOBECOM (2022)
Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche
A Novel Mixed Method of Machine Learning Based Models in Vehicular Traffic Flow Prediction. MSWiM (2022)
Zepu Wang, Peng Sun, Azzedine Boukerche
A Novel Time Efficient Machine Learning-based Traffic Flow Prediction Method for Large Scale Road Network. ICC (2022)