JKZuo / Awesome-Travel-Time-Estimation-TTE-ETALinks
A curated list/survey of/on Deep learning for Travel-Time-Estimation (TTE) & Estimated Time of Arrival (ETA)
☆104Updated 8 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
Sorting:
- Diff-DGMN: A Diffusion-based Dual Graph Multi-attention Network for POI Recommendation☆149Updated 8 months ago
- A Collaborative Trajectory Representation model (CTRNext) to enhance the next POI recommendation☆24Updated 8 months ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆20Updated 10 months ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆20Updated last year
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Updated 2 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆116Updated last month
- An Open Source Spatio-Temporal Prediction Package☆211Updated 10 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆134Updated last year
- ☆23Updated 9 months ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆222Updated last year
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆185Updated 8 months ago
- An offical implementation of STDN: "Spatiotemporal-aware Trend-Seasonality Decomposition Network for Traffic Flow Forecasting." (AAAI 202…☆22Updated last month
- ☆26Updated 2 years ago
- Traffic data processing tools in LibCity☆216Updated 2 years ago
- ☆18Updated 6 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆234Updated 2 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
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆250Updated last year
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆13Updated 4 months ago
- ☆14Updated 3 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆189Updated last year
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆178Updated 3 years ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆224Updated 2 months ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 2 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆125Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆50Updated 3 weeks ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆13Updated last month
- Spatio-Temporal Prediction Paper List☆230Updated 3 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆44Updated last month