Logan-Lin / CTLELinks
Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context and Time Aware Location Embeddings from Spatial-Temporal Trajectories for User Next Location Prediction".
☆38Updated last year
Alternatives and similar repositories for CTLE
Users that are interested in CTLE are comparing it to the libraries listed below
Sorting:
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆156Updated 9 months ago
- Codes for a WWW'21 Paper. POI recommender system for location/trajectory prediction.☆187Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆82Updated last month
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- source_code for TULVAE☆23Updated 7 years ago
- A collection of research on spatio-temporal data mining☆156Updated 9 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆58Updated 3 years ago
- The datasets can be used for POI/next-POI recommendation, trajectory recommendation, friends recommendation (link prediction), activity r…☆50Updated 3 years ago
- Dynamic Switch-Attention Network☆20Updated 4 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆21Updated 4 years ago
- Personalized spatio-temporal graph network for the next POI recommendation☆35Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 5 months ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆22Updated last year
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 5 years ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆30Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆75Updated 2 years ago
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆35Updated 10 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆55Updated 3 years ago
- Traffic Flow Prediction with Vehicle Trajectories☆74Updated 4 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated 2 years ago
- Robust & Reliable Route Recommendation on Road Networks☆27Updated 4 years ago
- ☆24Updated 3 years ago
- ☆49Updated 3 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- This is for AAAI2020 submission #9808☆19Updated 11 months ago
- ☆48Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago