JKZuo / Awesome-Travel-Time-Estimation-TTE-ETA
A curated list/survey of/on Deep learning for Travel-Time-Estimation (TTE) & Estimated Time of Arrival (ETA)
☆99Updated 5 months ago
Alternatives and similar repositories for Awesome-Travel-Time-Estimation-TTE-ETA:
Users that are interested in Awesome-Travel-Time-Estimation-TTE-ETA are comparing it to the libraries listed below
- Diff-DGMN: A Diffusion-based Dual Graph Multi-attention Network for POI Recommendation☆145Updated 5 months ago
- A Collaborative Trajectory Representation model (CTRNext) to enhance the next POI recommendation☆24Updated 5 months ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆17Updated 6 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆122Updated 9 months ago
- ☆26Updated last year
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆42Updated last year
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆85Updated 2 months ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆38Updated last year
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆11Updated last year
- ☆19Updated 6 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆162Updated 2 years ago
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆13Updated 2 weeks ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆198Updated last year
- ☆19Updated 5 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆31Updated last year
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆176Updated 4 months ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated 2 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆69Updated 8 months ago
- ☆22Updated 3 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆19Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆23Updated 2 months ago
- ☆77Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆69Updated 4 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆238Updated last year
- ☆38Updated 3 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆33Updated 4 months ago
- Spatio-Temporal Prediction Paper List☆187Updated this week