Search Results - RepositoryStats

44

320

apache-2.0

17

[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"

smart-cities urban-computing fundation-models pre-trained-model instruction-tuning urban-data-science large-language-models spatio-temporal-prediction

Created 2024-02-21

34 commits to main branch, last one about a month ago

Spatio-Temporal-papers Knowledge-Precipitation-Tribe

74

242

unknown

10

This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.

ailab paper datasets gnn-traffic traffic-data traffic-flow infrastructure flow-prediction spatio-temporal urban-computing demand-prediction demand-forecasting traffic-prediction traffic-forecasting urban-computing-papers temporal-graph-networks spatio-temporal-networks graph-convolutional-networks

Created 2020-03-11

156 commits to master branch, last one 3 years ago

HDM-GNN ZJUDataIntelligence

34

159

unknown

4

This repository has no description...

crowdsensing crowdsourcing spatio-temporal urban-computing crime-prediction

Created 2022-01-15

6 commits to main branch, last one 9 months ago

research_spatio-temporal-data-mining xiepeng21

22

146

unknown

8

A collection of research on spatio-temporal data mining

paper-list time-series deep-learning od-prediction spatio-temporal urban-computing spatio-temporal-ai traffic-prediction spatio-temporal-data spatio-temporal-data-mining

Created 2020-08-21

64 commits to master branch, last one 6 days ago

Tempo ZJUDataIntelligence

37

145

unknown

3

This repository has no description...

crowdsensing crowdsourcing urban-computing

Created 2022-07-28

33 commits to main branch, last one 2 years ago

Awesome-Multimodal-Urban-Computing yoshall

10

114

unknown

4

A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.

llm multimodal cross-domain deep-learning urban-computing foundation-models

Created 2023-11-01

208 commits to main branch, last one 14 days ago

OpenCity HKUDS

12

87

unknown

1

"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"

large-models smart-cities urban-computing fundation-models spatio-temporal-prediction

Created 2024-08-12

11 commits to main branch, last one 4 months ago

STWave LMissher

7

77

unknown

2

[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks

icde2023 graph-wavelets spatio-temporal urban-computing graph-transformer wavelet-transform traffic-forcasting traffic-forecasting graph-neural-networks time-series-forecasting graph-attention-networks intelligent-transportation-systems

Created 2022-07-24

22 commits to main branch, last one 9 months ago

GPT-ST HKUDS

5

76

apache-2.0

3

[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"

urban-computing generative-model pre-trained-model graph-neural-networks spatio-temporal-prediction

Created 2023-11-07

15 commits to main branch, last one 6 months ago

FlashST HKUDS

3

64

apache-2.0

3

[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"

pre-training smart-cities prompt-tuning urban-computing traffic-flow-prediction spatio-temporal-prediction

Created 2024-05-23

10 commits to main branch, last one 3 months ago

AutoST HKUDS

9

60

unknown

4

[WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"

urban-computing contrastive-learning graph-neural-networks self-supervised-learning spatio-temporal-data-mining intelligent-transportation-systems

Created 2023-02-09

38 commits to main branch, last one about a year ago

GraphST HKUDS

2

50

unknown

4

[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"

urban-computing contrastive-learning graph-neural-networks spatio-temporal-prediction graph-representation-learning

Created 2023-05-25

27 commits to main branch, last one 6 days ago

DASTNet YihongT

6

43

unknown

1

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

traffic cikm2022 time-series spatio-temporal urban-computing transfer-learning traffic-prediction traffic-forecasting adversarial-learning time-series-forecasting traffic-flow-forecasting spatial-temporal-forecasting

Created 2021-12-15

34 commits to master branch, last one about a year ago

SHARE-parking_availability_prediction-Pytorch willzhang3

11

42

unknown

1

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

urban-computing graph-neural-networks pytorch-implementation semi-supervised-learning spatial-temporal-forecasting parking-availability-prediction

Created 2020-05-04

41 commits to master branch, last one 2 years ago

ITINERA YihongT

3

32

gpl-3.0

3

[EMNLP 2024 Industry Track & KDD UrbComp 2024 Best Paper Award] ITINERA: Integrating Spatial Optimization with Large Language Models for Open-domain Urban Itinerary Planning

poi open-domain urban-planning urban-computing itinerary-planner spatial-optimization large-language-models location-based-services

Created 2024-10-12

22 commits to main branch, last one about a month ago