64 citations · 79 across the 6 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
eess.SP2020★ 4 cited
Short-Term Traffic Forecasting Using High-Resolution Traffic Data
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
This paper develops a data-driven toolkit for traffic forecasting using high-resolution (a.k.a. event-based) traffic data. This is the raw data obtained from fixed sensors in urban…
cs.CR2020★ 64 cited
Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems
Yue Wang, Esha Sarkar, Wenqing Li +2
Recent work has shown that the introduction of autonomous vehicles (AVs) in traffic could help reduce traffic jams. Deep reinforcement learning methods demonstrate good performance…
math.OC2020★ 5 cited
Nonlinear Traffic Prediction as a Matrix Completion Problem with Ensemble Learning
Wenqing Li, Chuhan Yang, Saif Eddin Jabari
This paper addresses the problem of short-term traffic prediction for signalized traffic operations management. Specifically, we focus on predicting sensor states in high-resolutio…