Logan-Lin / DOTLinks
Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Origin-Destination Travel Time Oracle for Map-based Services".
☆19Updated 9 months ago
Alternatives and similar repositories for DOT
Users that are interested in DOT are comparing it to the libraries listed below
Sorting:
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆38Updated 2 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆85Updated last year
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆132Updated last year
- ☆14Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated last month
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated last year
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 4 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆122Updated last year
- A collection of research on spatio-temporal data mining☆154Updated 5 months ago
- ☆26Updated 2 years ago
- ☆39Updated 3 years ago
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆13Updated 3 months ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆47Updated 2 years ago
- ☆49Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆182Updated 7 months ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- ☆42Updated 3 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆74Updated 2 years ago
- ☆66Updated 3 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆215Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- This is the repository for the collection of Deep Learning for Traffic Prediction Problems.☆232Updated last year
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated last month
- Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution, TKDD 2023☆305Updated 4 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆33Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆26Updated 2 years ago
- Traffic data processing tools in LibCity☆212Updated 2 years ago