LightChaser666 / RegionDCLLinks
Urban Region Representation Learning with OpenStreetMap Building Footprints
☆27Updated last year
Alternatives and similar repositories for RegionDCL
Users that are interested in RegionDCL are comparing it to the libraries listed below
Sorting:
- ☆16Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- ☆10Updated last year
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆17Updated 4 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆73Updated 2 years ago
- ☆34Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆100Updated last month
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- ☆12Updated 2 years ago
- ☆22Updated 8 months ago
- ☆26Updated last month
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆82Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- This is for AAAI2020 submission #9808☆9Updated 5 years ago
- Paper Collection of Trajectory Data Mining☆11Updated 2 weeks ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆79Updated last year
- ☆23Updated 8 months ago
- ☆22Updated last year
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 6 months ago
- The code and documentation for geo-contextual multitask embedding learner☆26Updated 4 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆37Updated 8 months ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆24Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆29Updated 9 months ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆14Updated last year
- ☆10Updated last year
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆10Updated 2 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 8 months ago