slzhou-xy / GRLSTM
☆20Updated 9 months ago
Alternatives and similar repositories for GRLSTM:
Users that are interested in GRLSTM are comparing it to the libraries listed below
- ☆22Updated 3 years ago
- Under Construction☆8Updated 3 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆16Updated 5 months ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆13Updated 3 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆39Updated 10 months ago
- ☆19Updated 3 years ago
- ☆41Updated 2 years ago
- ☆72Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆35Updated last year
- ☆38Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆66Updated 8 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 4 years ago
- A collection of research on spatio-temporal data mining☆148Updated 2 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆32Updated last year
- 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
- ☆14Updated 3 years ago
- Seed guided neural metric learning approach for calculating trajectory similarities☆53Updated 5 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆120Updated 8 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆173Updated 3 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 5 months ago
- ☆16Updated 2 years ago
- ☆16Updated 2 years ago
- Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"☆12Updated 3 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆84Updated last week
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆57Updated 4 months ago