253 citations · 338 across the 16 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
stat.ML2020★ 8 cited
Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning
Tianyu Shi, Jiawei Wang, Yuankai Wu +2
Connected and automated vehicles (CAVs) have attracted more and more attention recently. The fast actuation time allows them having the potential to promote the efficiency and safe…
cs.LG2020★ 17 cited
Inductive Graph Neural Networks for Spatiotemporal Kriging
Yuankai Wu, Dingyi Zhuang, Aurelie Labbe +1
Time series forecasting and spatiotemporal kriging are the two most important tasks in spatiotemporal data analysis. Recent research on graph neural networks has made substantial p…
physics.soc-ph2020★ 1 cited
Non-recurrent Traffic Congestion Detection with a Coupled Scalable Bayesian Robust Tensor Factorization Model
Qin Li, Huachun Tan, Xizhu Jiang +2
Non-recurrent traffic congestion (NRTC) usually brings unexpected delays to commuters. Hence, it is critical to accurately detect and recognize the NRTC in a real-time manner. The…