Jingyuan Wang

PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction

Jiawei Jiang, Chengkai Han, Wayne Xin Zhao et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 430 citations · Full text

Engineering, Machine Learning, Traffic Flow +17

Traffic Speed Prediction and Congestion Source Exploration: A Deep Learning Method

Jingyuan Wang, Qian Gu, Junjie Wu et al. · 2016 · 247 citations

Convolutional Neural Network, Engineering, Machine Learning +16

Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction

Jiahao Ji, Jingyuan Wang, Chao Huang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2023 · 222 citations · Full text

Temporal Heterogeneity, Intelligent Traffic Management, Engineering +14

Multilevel Wavelet Decomposition Network for Interpretable Time Series Analysis

Jingyuan Wang, Ze Wang, Jianfeng Li et al. · 2018 · 213 citations

Convolutional Neural Network, Recurrent Neural Network, Engineering +15

Impact of temperature and relative humidity on the transmission of COVID-19: a modelling study in China and the United States

Jingyuan Wang, Ke Tang, Kai Feng et al. · BMJ Open · 2021 · 160 citations · Full text