Xiaoliang Fan

GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2020 · 1.5K citations · Full text

Transform Attention Layer, Intelligent Traffic Management, Graph Neural Network +13

Federated Learning with Fair Averaging

Zheng Wang, Xiaoliang Fan, Jianzhong Qi et al. · 2021 · 119 citations · Full text

Artificial Intelligence, Pareto Stationary Solutions, Engineering +15

DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context Factors for Citywide Traffic Flow Prediction

Chuanpan Zheng, Xiaoliang Fan, Chenglu Wen et al. · IEEE Transactions on Intelligent Transportation Systems · 2019 · 108 citations

Convolutional Neural Network, Engineering, Machine Learning +19

GMAN: A Graph Multi-Attention Network for Traffic Prediction

Chuanpan Zheng, Xiaoliang Fan, Cheng Wang et al. · arXiv (Cornell University) · 2019 · 87 citations · Full text

Transform Attention Layer, Intelligent Traffic Management, Graph Neural Network +13

Predicting duration of traffic accidents based on cost-sensitive Bayesian network and weighted K-nearest neighbor

Li Kuang, Han Yan, Yujia Zhu et al. · Journal of Intelligent Transportation Systems · 2019 · 84 citations

Engineering, Machine Learning, Traffic Accident Data +20