Area of research
Signal Processing · Computer Networks and Communications
Research interest
Research focused on Trajectory and Probabilistic logic, with related work in Leverage (statistics), Recurrent neural network, Taxis. Notable publications include 'DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision', 'Modeling Trajectories with Recurrent Neural Networks', and 'A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling'.
BlindLight: High Robustness Reinforcement Learning Method to Solve Partially Blinded Traffic Signal Control Problem
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer
Trajectory Similarity Learning with Auxiliary Supervision and Optimal Matching
DeepDualMapper: A Gated Fusion Network for Automatic Map Extraction Using Aerial Images and Trajectories
DeepTravel: a Neural Network Based Travel Time Estimation Model with Auxiliary Supervision
Modeling Trajectories with Recurrent Neural Networks
A Fast Trajectory Outlier Detection Approach via Driving Behavior Modeling
Probabilistic Robust Route Recovery with Spatio-Temporal Dynamics
Circle of Friend Query in Geo-Social Networks