Inferring Traffic Incident Start Time with Loop Sensor Data. - Mingxuan Yue; Liyue Fan; Cyrus Shahabi (CIKM, 2016)

Traffic Accident Detection with Spatiotemporal Impact Measurement. - Mingxuan Yue; Liyue Fan; Cyrus Shahabi (PAKDD (2), 2018)

DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis. - Mingxuan Yue; Yaguang Li; Haoze Yang; Ritesh Ahuja; Yao-Yi Chiang; Cyrus Shahabi (IEEE BigData, 2019)

CrimeForecaster: Crime Prediction by Exploiting the Geographical Neighborhoods' Spatiotemporal Dependencies. - Jiao Sun; Mingxuan Yue; Zongyu Lin; Xiaochen Yang; Luciano Nocera; Gabriel Kahn; Cyrus Shahabi (ECML/PKDD (5), 2020)

Learning a Contextual and Topological Representation of Areas-of-Interest for On-Demand Delivery Application. - Mingxuan Yue; Tianshu Sun; Fan Wu; Lixia Wu; Yinghui Xu; Cyrus Shahabi (ECML/PKDD (4), 2020)

VAMBC: A Variational Approach for Mobility Behavior Clustering. - Mingxuan Yue; Yao-Yi Chiang; Cyrus Shahabi (ECML/PKDD (4), 2021)

HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting. - Chenyu Wang; Zongyu Lin; Xiaochen Yang; Jiao Sun; Mingxuan Yue; Cyrus Shahabi (AAAI, 2022)