HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
VAMBC: A Variational Approach for Mobility Behavior Clustering.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021
Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science Track, 2020
CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020
DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Traffic Accident Detection with Spatiotemporal Impact Measurement.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018
Inferring Traffic Incident Start Time with Loop Sensor Data.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016