Yasoz / ControlTrajLinks
The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model
☆31Updated 8 months ago
Alternatives and similar repositories for ControlTraj
Users that are interested in ControlTraj are comparing it to the libraries listed below
Sorting:
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆90Updated last year
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆16Updated 4 months ago
- ☆25Updated 11 months ago
- ☆26Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆20Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated last year
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆45Updated 3 months ago
- A diffusion-based framework for spatio-temporal point processes☆74Updated last year
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆48Updated 2 years ago
- ☆25Updated 11 months ago
- ☆15Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆191Updated 9 months ago
- ☆15Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆62Updated 2 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆131Updated last year
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 5 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆26Updated last year
- ☆16Updated 2 years ago
- The official implementation of ChatTraffic.☆48Updated 8 months ago
- ☆45Updated 3 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆59Updated 2 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆123Updated 3 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆45Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆33Updated 5 years ago