urbanmobility / CSLSLLinks
PyTorch implementation of the paper-"Human Mobility Prediction with Causal and Spatial-constrained Multi-task Network"
☆12Updated last year
Alternatives and similar repositories for CSLSL
Users that are interested in CSLSL are comparing it to the libraries listed below
Sorting:
- [IEEE TITS 2024] Activity-aware human mobility prediction with hierarchical graph attention recurrent network.☆25Updated last year
- ☆28Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 4 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆11Updated 2 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 3 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago
- Large Language Models as Human Mobility Predictors☆61Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆44Updated 3 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆42Updated 3 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆49Updated 3 years ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆58Updated 3 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- ☆47Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated 2 years ago
- ☆16Updated 3 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆81Updated 6 months ago
- Summary of Spatio-Temporal Representation Learning Models.☆79Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆37Updated 2 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆152Updated 2 weeks ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆140Updated 2 years ago
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆39Updated last year
- [TRC] PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆17Updated 4 years ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆139Updated last year
- This is a list of useful information about urban mobility prediction. Related papers, datasets and codes are included.☆21Updated 3 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆25Updated 2 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆39Updated last year