chwang0721 / Trajectory-Data-Mining-Paper-CollectionLinks
Paper Collection of Trajectory Data Mining
☆16Updated last month
Alternatives and similar repositories for Trajectory-Data-Mining-Paper-Collection
Users that are interested in Trajectory-Data-Mining-Paper-Collection are comparing it to the libraries listed below
Sorting:
- ☆16Updated last year
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆23Updated last year
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆91Updated last year
- Traffic data processing tools in LibCity☆226Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 7 months ago
- Paper & Code & Dataset Collection of Spatial-Temporal Data Mining.☆136Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆78Updated 2 years ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆86Updated 3 months ago
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10Updated last year
- The implementation of ROTAN: A Rotation-based Temporal Attention Network for Time-Specific Next POI Recommendation published in KDD 2024☆14Updated last year
- ☆16Updated 2 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆86Updated last year
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Updated 3 years ago
- Paper list in traffic prediction field☆226Updated last year
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆38Updated last year
- ☆24Updated 3 years ago
- ☆12Updated 3 years ago
- An Open Source Spatio-Temporal Prediction Package☆220Updated last year
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆254Updated 2 years ago
- ☆16Updated 2 years ago
- Source code of the proposed method MulT-TTE in the paper "Multi-faceted Route Representation Learning for Travel Time Estimation"☆14Updated 8 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆76Updated 4 months ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆21Updated last year
- Spatio-Temporal Prediction Paper List☆255Updated 7 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆265Updated 6 months ago
- ☆14Updated 4 years ago
- The pytorch implementation of KBGNN☆16Updated 2 years ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆67Updated 2 years ago