wenhaomin / graph2route
code for graph2route
☆16Updated last year
Related projects: ⓘ
- Code for tasks on Cainiao-LaDe (Last-mile Delivery dataset).☆40Updated 6 months ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆16Updated 3 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆22Updated 2 years ago
- Code for the KDD 2022 paper "Interpreting Trajectories from Multiple Views: A Hierarchical Self-Attention Network for Estimating the Time…☆11Updated 2 years ago
- Graph Markov Network for Traffic Forecasting with Missing Data☆27Updated 4 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆25Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 4 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆32Updated last year
- Graph Neural Networks utilization for Spatiotemporal graphs. These methods will be applied into the problem of forecasting traffic flow o…☆16Updated 3 years ago
- ☆11Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆23Updated last year
- ☆15Updated 10 months ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆28Updated last year
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆13Updated 2 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆32Updated 5 years ago
- HetETA: Heterogeneous Information Network Embedding for Estimating Time of Arrival☆105Updated 4 years ago
- City Metro Network Expansion with Reinforcement Learning☆11Updated 4 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆13Updated 2 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- ST-SiameseNet (KDD'20)☆21Updated 3 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆27Updated last year
- Spatio-temporal modeling 论文列表(主要是graph convolution相关)☆23Updated 4 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆83Updated 2 years ago
- Transportation data online prediction☆45Updated 3 years ago
- THAN: Multi-Modal Transportation Recommendation with Heterogeneous Graph Attention Networks☆11Updated 2 years ago
- The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"☆18Updated last year
- Dynamic Switch-Attention Network☆21Updated 3 years ago
- ☆13Updated 2 years ago
- Attentive Traffic Flow Machines☆56Updated 3 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago