Research Projects

Gallery of wonderful researches

Diagnosing spatiotemporal traffic anomalies with low-rank tensor autoregression

Published in IEEE Transactions of Intelligent Transportation Systems

Posted by Xudong Wang on March 29, 2021

Anomaly_detection

Spatiotemporal Traffic Data Imputation and Pattern Discovery with Bayesian Kernelized Probabilistic Matrix Factorization

Accepted by TRB 2020

Posted by Mengying Lei on March 29, 2021

Post Imputation

Probabilistic model for destination inference and travel pattern mining from smart card data

Published in Transportation

Posted by Zhanhong Cheng on March 18, 2021

Post Transit

Dynamic holding control to avoid bus bunching, A multi-agent deep reinforcement learning framework

Published in Transportation Research Part C

Posted by Jiawei Wang on March 12, 2021

Post Rl Transit

Multi-agent Graph Reinforcement Learning for Connected Automated Driving

Accepted by ICML 2020

Posted by Tianyu Shi on March 11, 2021

Post Rl Cav

Inductive Graph Neural Networks for Kriging

Accepted by AAAI 2021

Posted by Dingyi Zhuang on March 5, 2021

Kriging Network Jupyter Workflows