underdoc-wang

DeepUrbanEvent

Source Codes for KDD'19 Paper - DeepUrbanEvent: A System for Predicting Citywide Crowd Dynamics at Big Events

MegaCRN

[AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"

demo_LBJ19

Sample code for video-like crowd prediction

EAST-Net

[AAAI'22] Event-Aware Multimodal Mobility Nowcasting

EMS-Pred-ICDE-21

[ICDE'21] Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks

MPGCN

[ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)

NYCDatasetProcessing

Preprocessing TaxiNYC Data

ST-MGCN

[AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)

STC-GNN

[CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction

team-software-dev-demo

underdoc-wang/ST-MGCN

[AAAI'19] Spatiotemporal Multi-Graph Convolution Network for Ride-Hailing Demand Forecasting (Pytorch Replication)

underdoc-wang/MPGCN

[ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)

underdoc-wang/STC-GNN

[CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction

underdoc-wang/EAST-Net

[AAAI'22] Event-Aware Multimodal Mobility Nowcasting

underdoc-wang/EMS-Pred-ICDE-21

[ICDE'21] Forecasting Ambulance Demand with Profiled Human Mobility via Heterogeneous Multi-Graph Neural Networks

underdoc-wang/NYCDatasetProcessing

Preprocessing TaxiNYC Data

underdoc-wang/demo_LBJ19

Sample code for video-like crowd prediction

underdoc-wang/team-software-dev-demo

underdoc-wang/testgeojson

test on GeoJSON hosting