usail-hkust / UUKG
UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
☆94Updated last year
Alternatives and similar repositories for UUKG:
Users that are interested in UUKG are comparing it to the libraries listed below
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆76Updated 10 months ago
- ☆16Updated last year
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆25Updated last year
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆64Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆17Updated 2 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆44Updated 3 weeks ago
- UrbanKGent is an urban knowledge graph construction agent.☆43Updated 2 weeks ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆71Updated 7 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Large Language Models as Human Mobility Predictors☆49Updated 5 months ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆163Updated last week
- ☆24Updated 7 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆53Updated 3 months ago
- ☆23Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Urban Cup 2023☆16Updated last year
- ☆12Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆134Updated 4 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆122Updated 9 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- ☆10Updated last year
- Source code for the UniTE pipeline.☆19Updated last month
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆23Updated last year
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 2 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆35Updated 2 years ago
- ☆19Updated 6 months ago
- The implementation of Meta-Pec☆10Updated last year