mcdragon / PeriodicMove
This is the source code for “PeriodicMove: Shift-aware Human Mobility Recovery with Graph Neural Network” accepted by CIKM 2021.
☆12Updated 3 years ago
Alternatives and similar repositories for PeriodicMove:
Users that are interested in PeriodicMove are comparing it to the libraries listed below
- This is for AAAI2020 submission #9808☆19Updated 4 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated 5 months ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆34Updated 5 months ago
- ☆22Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆56Updated 2 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- Codes for AAMAS'20 Paper-Trajectory-User Linking with Attentive Recurrent Network☆11Updated 3 years ago
- Dynamic Switch-Attention Network☆20Updated 3 years ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆19Updated 9 months ago
- Under Construction☆8Updated 3 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated 11 months ago
- ☆16Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆26Updated last year
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆18Updated 11 months ago
- Code for paper "GETNext: Trajectory Flow Map Enhanced Transformer for Next POI Recommendation"☆70Updated 2 years ago
- ☆23Updated 2 years ago
- Implementation code for the model Diffusion-based Origin-destination Travel Time Estimation (DOT), proposed in the SIGMOD 2024 paper "Ori…☆16Updated 5 months ago
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆54Updated 2 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 5 years ago
- ☆49Updated 2 years ago
- DeepGTT: Learning Travel Time Distributions with Deep Generative Model☆36Updated 6 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆31Updated last year
- [WWW 2018] DeepMove: Predicting Human Mobility with Attentional Recurrent Network☆151Updated 2 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆68Updated 4 years ago
- This repo is about paper "Efficient Trajectory Similarity Computation with Contrastive Learning".☆13Updated 3 years ago
- Identifying Human Mobility via Trajectory Embeddings(TUL)☆60Updated 4 years ago
- ☆41Updated 2 years ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆52Updated 3 years ago
- ☆8Updated 3 years ago
- ☆22Updated 6 years ago