YibinShen / TTPNetLinks
Travel Time Prediction Based on Tensor Decomposition and Graph Embedding
☆29Updated 4 years ago
Alternatives and similar repositories for TTPNet
Users that are interested in TTPNet are comparing it to the libraries listed below
Sorting:
- ☆48Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆114Updated 3 years ago
- ☆45Updated 2 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 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
- The official implementation of ChatTraffic.☆47Updated 6 months ago
- ☆8Updated 3 years ago
- A diffusion-based framework for spatio-temporal point processes☆74Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆32Updated 6 months ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆79Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆125Updated last year
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 4 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆50Updated 5 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated 10 months ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆40Updated 3 months ago
- THAN: Multi-Modal Transportation Recommendation with Heterogeneous Graph Attention Networks☆14Updated 8 months ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆33Updated 5 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆35Updated 3 years ago
- A collection of research on spatio-temporal data mining☆155Updated 6 months ago
- ☆42Updated 3 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆26Updated last year
- Official code for "Traffic Speed Imputation with Spatio-Temporal Attentions and Cycle-Perceptual Training" (CIKM'22).☆12Updated last year
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆71Updated 4 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆38Updated 2 years ago