10 citations · 35 across the 20 of their papers we have counts for
4 papers · 1 filter
Contrastive Trajectory Similarity Learning with Dual-Feature Attention
Yanchuan Chang, Jianzhong Qi, Yuxuan Liang +1
Trajectory similarity measures act as query predicates in trajectory databases, making them the key player in determining the query results. They also have a heavy impact on the qu…
A Graph and Attentive Multi-Path Convolutional Network for Traffic Prediction
Jianzhong Qi, Zhuowei Zhao, Egemen Tanin +3
Traffic prediction is an important and yet highly challenging problem due to the complexity and constantly changing nature of traffic systems. To address the challenges, we propose…
Intelligent Autonomous Intersection Management
Udesh Gunarathna, Shanika Karunasekara, Renata Borovica-Gajic +1
Connected Autonomous Vehicles will make autonomous intersection management a reality replacing traditional traffic signal control. Autonomous intersection management requires time…
Solving Dynamic Graph Problems with Multi-Attention Deep Reinforcement Learning
Udesh Gunarathna, Renata Borovica-Gajic, Shanika Karunasekara +1
Graph problems such as traveling salesman problem, or finding minimal Steiner trees are widely studied and used in data engineering and computer science. Typically, in real-world a…