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Spatio-Temporal-papers Knowledge-Precipitation-Tribe

74

232

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 2 years ago

UrbanGPT HKUDS

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157

apache-2.0

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[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

21 commits to main branch, last one 17 days ago

HDM-GNN ZJUDataIntelligence

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154

unknown

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This repository has no description...

crowdsensing crowdsourcing spatio-temporal urban-computing crime-prediction

Created 2022-01-15

6 commits to main branch, last one 2 months ago

Tempo ZJUDataIntelligence

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145

unknown

3

This repository has no description...

crowdsensing crowdsourcing urban-computing

Created 2022-07-28

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

research_spatio-temporal-data-mining xiepeng21

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136

unknown

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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

55 commits to master branch, last one 4 months ago

Awesome-Multimodal-Urban-Computing yoshall

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65

unknown

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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

202 commits to main branch, last one 2 months ago

STWave LMissher

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62

unknown

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[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 2 months ago

GPT-ST HKUDS

3

60

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 17 days ago

AutoST HKUDS

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45

unknown

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[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 10 months ago

DASTNet YihongT

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unknown

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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

FlashST HKUDS

2

38

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

6 commits to main branch, last one 17 days ago

GraphST HKUDS

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35

unknown

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[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

23 commits to main branch, last one 2 days ago