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2020 – today
- 2024
[c6]Gezhi Wang, Zepu Wang, Peng Sun, Azzedine Boukerche:
SK-SVR-CNN: A Hybrid Approach for Traffic Flow Prediction with Signature PDE Kernel and Convolutional Neural Networks. ICC 2024: 5347-5352- [i7]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 abs/2405.02357 (2024) - [i6]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 abs/2406.12747 (2024) - [i5]Zepu Wang, Xiaobo Ma, Huajie Yang, Weimin Lvu, Peng Sun, Sharath Chandra Guntuku:
Uncertainty-Aware Crime Prediction With Spatial Temporal Multivariate Graph Neural Networks. CoRR abs/2408.04193 (2024) - [i4]Yaxuan Kong, Zepu Wang, Yuqi Nie, Tian Zhou, Stefan Zohren, Yuxuan Liang, Peng Sun, Qingsong Wen:
Unlocking the Power of LSTM for Long Term Time Series Forecasting. CoRR abs/2408.10006 (2024) - 2023
- [j1]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: 378-386 (2023) - [c5]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: 1404-1409 - [c4]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: 1454-1459 - [i3]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 abs/2305.06480 (2023) - [i2]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 abs/2308.07496 (2023) - [i1]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 abs/2308.07555 (2023) - 2022
- [c3]Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche:
SFL: A High-precision Traffic Flow Predictor for Supporting Intelligent Transportation Systems. GLOBECOM 2022: 251-256 - [c2]Zepu Wang, Peng Sun, Azzedine Boukerche:
A Novel Time Efficient Machine Learning-based Traffic Flow Prediction Method for Large Scale Road Network. ICC 2022: 3532-3537 - [c1]Zepu Wang, Peng Sun, Yulin Hu, Azzedine Boukerche:
A Novel Mixed Method of Machine Learning Based Models in Vehicular Traffic Flow Prediction. MSWiM 2022: 95-101
Coauthor Index
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