Mobility Analysis

Spatial Multivariate Trees for Big Data Bayesian Regression JMLR 2022 Tracking COVID-19 protest events in the United States. Shared Task 2: Event Database Replication, CASE 2022 EMNLP 2022 When Transfer Learning Meets Cross-City Urban Flow Prediction: Spatio-Temporal Adaptation Matters IJCAI 2022 A Social Network Under Social Distancing: Risk-Driven Backbone Management During COVID-19 and Beyond NSDI 2021 AttnMove: History Enhanced Trajectory Recovery via Attentional Network AAAI 2021 Capturing Uncertainty in Unsupervised GPS Trajectory Segmentation Using Bayesian Deep Learning AAAI 2021 Changes in Twitter geolocations: Insights and suggestions for future usage EMNLP 2021 Coupled Layer-wise Graph Convolution for Transportation Demand Prediction AAAI 2021 Data-Driven Methods for Balancing Fairness and Efficiency in Ride-Pooling IJCAI 2021 Dynamic influence maximization NeurIPS 2021 Dynamic Rebalancing Dockless Bike-Sharing System based on Station Community Discovery IJCAI 2021 GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting AAAI 2021 Hierarchical Graph Convolution Network for Traffic Forecasting AAAI 2021 Hierarchical Graph Traversal for Aggregate k Nearest Neighbors Search in Road Networks (Extended Abstract) IJCAI 2021 Inferring High-Resolution Traffic Accident Risk Maps Based on Satellite Imagery and GPS Trajectories ICCV 2021 Learning Deep Generative Models for Queuing Systems AAAI 2021 Learn to Predict Vertical Track Irregularity with Extremely Imbalanced Data ACML 2021 Location Predicts You: Location Prediction via Bi-direction Speculation and Dual-level Association IJCAI 2021 Manipulation of k-Coalitional Games on Social Networks IJCAI 2021 Network Inference and Influence Maximization from Samples ICML 2021 Parental Spoken Scaffolding and Narrative Skills in Crowd-Sourced Storytelling Samples of Young Children Interspeech 2021 Predicting Traffic Congestion Evolution: A Deep Meta Learning Approach IJCAI 2021 Predictive Analytics for COVID-19 Social Distancing IJCAI 2021 Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction AAAI 2021 Real-Time Pricing Optimization for Ride-Hailing Quality of Service IJCAI 2021