Deep Learning

AutoSTG: Neural Architecture Search for Predictions of Spatio-Temporal Graph

WWW 2021

Fine-grained Urban Flow Prediction

WWW 2021

Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network

AAAI 2021

Predicting Citywide Crowd Flows in Irregular Regions Using Multi-View Graph Convolutional Networks

IEEE TKDE, 2020

AutoST: Efficient Neural Architecture Search for Spatio-Temporal Prediction

[ORAL] KDD 2020, Research Track (acceptance rate: 16.8%)

Revisiting Convolutional Neural Networks for Citywide Crowd Flow Analytics

ECML-PKDD 2020

Spatio-Temporal Meta Learning for Urban Traffic Prediction

IEEE TKDE

Predicting and ranking box office revenue of movies based on big data

Information Fusion

Urban flow prediction from spatiotemporal data using machine learning: A survey

Information Fusion

CityGuard: Citywide Fire Risk Forecasting Using A Machine Learning Approach

UbiComp 2020