Summary of Spatio-Temporal Representation Learning Models.
☆84Jan 26, 2023Updated 3 years ago
Alternatives and similar repositories for Awesome-Spatio-Temporal-Representation-Learning
Users that are interested in Awesome-Spatio-Temporal-Representation-Learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆20Feb 9, 2025Updated last year
- ☆13Jun 2, 2023Updated 3 years ago
- [AAAI 2023] Heterogeneous Region Embedding with Prompt Learning☆14Feb 18, 2024Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆95Apr 5, 2024Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆69Jul 16, 2025Updated last year
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆19Aug 15, 2023Updated 3 years ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆36Apr 18, 2024Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Sep 2, 2021Updated 5 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆40Sep 25, 2024Updated 2 years ago
- Dynamic graph embedding☆14Aug 8, 2018Updated 8 years ago
- ☆13May 7, 2021Updated 5 years ago
- ☆39Dec 5, 2023Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆68Aug 3, 2023Updated 3 years ago
- [VLDB2025] RED: Effective Trajectory Representation Learning with Comprehensive Information☆17Apr 9, 2025Updated last year
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding☆22Aug 21, 2023Updated 3 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆141Jul 2, 2024Updated 2 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆39Sep 28, 2024Updated 2 years ago
- t2vec: Deep Representation Learning for Trajectory Similarity Computation☆152Apr 10, 2021Updated 5 years ago
- ☆10Apr 24, 2025Updated last year
- ☆12Aug 31, 2026Updated 2 months ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆22Mar 12, 2026Updated 7 months ago
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆15Nov 2, 2024Updated 2 years ago
- Source code for the UniTE pipeline, introduced in the TKDE 2025 paper "UniTE: A Survey and Unified Pipeline for Pre-training Spatiotempor…☆26Feb 27, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [KDD2025] Blurred Encoding for Trajectory Representation Learning☆11Feb 6, 2026Updated 9 months ago
- ☆10Sep 10, 2023Updated 3 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆46Jan 31, 2025Updated last year
- Learning Text-Enhanced Urban Region Profiling with Contrastive Language-Image Pre-Training☆47Apr 28, 2024Updated 2 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆63Apr 13, 2022Updated 4 years ago
- ☆30May 22, 2025Updated last year
- ☆20Jun 5, 2026Updated 5 months ago
- Official repository of paper "VecCity: A Taxonomy-guided Library for Map Entity Representation Learning".☆68Nov 27, 2025Updated 11 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆119Apr 29, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A collection of research on spatio-temporal data mining☆155Jan 20, 2025Updated last year
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆180Dec 16, 2024Updated last year
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆288May 18, 2025Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆22Jan 31, 2026Updated 9 months ago
- Spatio-Temporal Prediction Paper List☆271May 9, 2025Updated last year
- MGFN: Multi-Graph Fusion Networks for Urban Region Embedding (MGFN, https://fanxlxmu.github.io/publication/ijcai22/) was accepted by IJCA…☆176Jun 3, 2024Updated 2 years ago
- [AAAI 2023] GRLSTM: Trajectory Similarity Computation with Graph-based Residual LSTM☆23Jun 15, 2024Updated 2 years ago