Zepu Wang

According to our database, Zepu Wang authored at least 13 papers between 2022 and 2024.

Collaborative distances:

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

2024

Unlocking the Power of LSTM for Long Term Time Series Forecasting.

Yaxuan Kong, Zepu Wang, Yuqi Nie, Tian Zhou, Stefan Zohren, Yuxuan Liang, Peng Sun, Qingsong Wen

CoRR, 2024

Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks.

Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lvu, Peng Sun, Sharath Chandra Guntuku

CoRR, 2024

TSI-Bench: Benchmarking Time Series Imputation.

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

CoRR, 2024

Large Language Models for Mobility in Transportation Systems: A Survey on Forecasting Tasks.

Zijian Zhang, Yujie Sun, Zepu Wang, Yuqi Nie, Xiaobo Ma, Peng Sun, Ruolin Li

CoRR, 2024

SK-SVR-CNN: A Hybrid Approach for Traffic Flow Prediction with Signature PDE Kernel and Convolutional Neural Networks.

Gezhi Wang, Zepu Wang, Peng Sun, Azzedine Boukerche

Proceedings of the IEEE International Conference on Communications, 2024

2023

A novel hybrid method for achieving accurate and timeliness vehicular traffic flow prediction in road networks.

Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche

Comput. Commun., September, 2023

ST-MLP: A Cascaded Spatio-Temporal Linear Framework with Channel-Independence Strategy for Traffic Forecasting.

Zepu Wang, Yuqi Nie, Peng Sun, Nam H. Nguyen, John M. Mulvey, H. Vincent Poor

CoRR, 2023

ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-temporal Graph Attention and Bidirectional Recurrent United Neural Networks.

Zepu Wang, Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun

CoRR, 2023

ST-GIN: An Uncertainty Quantification Approach in Traffic Data Imputation with Spatio-Temporal Graph Attention and Bidirectional Recurrent United Neural Networks.

Zepu Wang, Dingyi Zhuang, Yankai Li, Jinhua Zhao, Peng Sun, Shenhao Wang, Yulin Hu

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

SST: A Simplified Swin Transformer-based Model for Taxi Destination Prediction based on Existing Trajectory.

Zepu Wang, Yifei Sun, Zhiyu Lei, Xincheng Zhu, Peng Sun

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

A Novel Mixed Method of Machine Learning Based Models in Vehicular Traffic Flow Prediction.

Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche

Proceedings of the International Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems on International Conference on Modeling Analysis and Simulation of Wireless and Mobile Systems, 2022

A Novel Time Efficient Machine Learning-based Traffic Flow Prediction Method for Large Scale Road Network.

Zepu Wang, Peng Sun, Azzedine Boukerche

Proceedings of the IEEE International Conference on Communications, 2022

SFL: A High-precision Traffic Flow Predictor for Supporting Intelligent Transportation Systems.

Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche

Proceedings of the IEEE Global Communications Conference, 2022