Predicting insecticide use across Canada

cloud-based, large-scale ST-GCN with OpenStreetMap features

spatial-temporal data analysis of weather patterns

This project demonstrated multiple spatial-temporal models to predict PM2.5 in Beijing based on the air quality data and meteorology data from 2017-01-31 to 2018-01-31 of several monitoring stations in Beijing.

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WAY: Estimation of Vessel Destination in Worldwide AIS Trajectory, IEEE Transactions on Aerospace and Electronic Systems (2023)

tropical cyclone intensity prediction - NASA IMPACT

A web-based tool that predicts crimes based on heterogeneous spatial patterns

Pytorch implementation of Spatio-temporal Differential Equation Network (STDEN).

A unified Spatial Temporal Net Trainer for different baselines in Spatial Temporal Forecasting problems.

a novel transformer-based architecture named CSTTN for traffic prediction

Using a hybrid spatial-temporal deep learning approach to forecast subseasonal weather across 514 Western USA geographical regions

The code of paper "Spatial-Temporal Attention Network for Crime Prediction with Adaptive Graph Learning"

[COLM 2024] LITE: Modeling Environmental Ecosystems with Multimodal Large Language Models

This repository contains the code for the paper "ST-MoE-BERT: A Spatial-Temporal Mixture-of-Experts Framework for Long-Term Cross-City Mobility Prediction".

Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction

An implementation of LaneGCN (Learning Lane Graph Representations for Motion Forecasting)

[CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"

[AAAI 2019] DeepSTN+: Context-aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

Source code for 'Dual Attention Based FL for Wireless Traffic Prediction'