Mingxuan Yue

According to our database, Mingxuan Yue authored at least 7 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

HAGEN: Homophily-Aware Graph Convolutional Recurrent Network for Crime Forecasting.

Chenyu Wang, Zongyu Lin, Xiaochen Yang, Jiao Sun, Mingxuan Yue, Cyrus Shahabi

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

VAMBC: A Variational Approach for Mobility Behavior Clustering.

Mingxuan Yue, Yao-Yi Chiang, Cyrus Shahabi

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

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

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.

Jiao Sun, Mingxuan Yue, Zongyu Lin, Xiaochen Yang, Luciano Nocera, Gabriel Kahn, Cyrus Shahabi

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science and Demo Track, 2020

2019

DETECT: Deep Trajectory Clustering for Mobility-Behavior Analysis.

Mingxuan Yue, Yaguang Li, Haoze Yang, Ritesh Ahuja, Yao-Yi Chiang, Cyrus Shahabi

Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018

Traffic Accident Detection with Spatiotemporal Impact Measurement.

Mingxuan Yue, Liyue Fan, Cyrus Shahabi

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

2016

Inferring Traffic Incident Start Time with Loop Sensor Data.

Mingxuan Yue, Liyue Fan, Cyrus Shahabi

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016