chenyuqi990215 / RNTrajRecLinks
Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)
☆44Updated 2 months ago
Alternatives and similar repositories for RNTrajRec
Users that are interested in RNTrajRec are comparing it to the libraries listed below
Sorting:
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.☆49Updated 2 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆30Updated 11 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 10 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆135Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 3 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆85Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆73Updated 4 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 3 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆235Updated 3 months ago
- Paper list in traffic prediction field☆224Updated last year
- ☆14Updated last year
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆20Updated 10 months ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆306Updated 4 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- Traffic data processing tools in LibCity☆218Updated 2 years ago
- A Trajectory Preprocessing Toolkit in Python☆81Updated 5 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆58Updated last month
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆184Updated 8 months ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆35Updated 2 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated 2 years ago
- A collection of research on spatio-temporal data mining☆156Updated 7 months ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 6 months ago
- ☆39Updated 3 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆14Updated 3 years ago
- Summary of open source code for deep learning models in the field of traffic prediction☆268Updated 2 years ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆16Updated 3 months ago