Star607 / Cross-city-Mobility-Transformer
The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".
☆17Updated 10 months ago
Alternatives and similar repositories for Cross-city-Mobility-Transformer:
Users that are interested in Cross-city-Mobility-Transformer are comparing it to the libraries listed below
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆76Updated 10 months ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆32Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆13Updated 2 years ago
- ☆13Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆24Updated 5 months ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆18Updated 2 weeks ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆27Updated 4 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 4 months ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated this week
- ☆42Updated 2 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated 4 months ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆61Updated last year
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆16Updated 4 months ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- Open-source code of TransGTR.☆11Updated last year
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆50Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆78Updated 8 months ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆90Updated 11 months ago
- ☆22Updated 2 years ago
- ☆14Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 5 years ago