usail-hkust / UUKG
UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction
☆92Updated last year
Alternatives and similar repositories for UUKG:
Users that are interested in UUKG are comparing it to the libraries listed below
- UrbanKGent is an urban knowledge graph construction agent.☆41Updated this week
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆77Updated 9 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- ☆16Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 2 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆68Updated 6 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆63Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆25Updated 11 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆39Updated last week
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆128Updated 3 months ago
- ☆23Updated 2 years ago
- ☆24Updated 6 months ago
- An Awesome Collection of Urban Foundation Models (UFMs).☆159Updated last month
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- Large Language Models as Human Mobility Predictors☆47Updated 4 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆118Updated 8 months ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated last month
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆73Updated last month
- ☆19Updated 5 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆53Updated 2 years ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Updated 2 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated 11 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 5 months ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆34Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- Open-source code of TransGTR.☆11Updated last year