caochuntu / KDD2021_guizu
Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"
☆20Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for KDD2021_guizu
- ☆13Updated last year
- Codes for paper in KDD 2020 (AI for COVID-19): Learning to Simulate Human Mobility☆45Updated 2 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆54Updated 3 months ago
- Map-Constrained Trajectory Recovery (KDD'21)☆53Updated 2 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆30Updated 10 months ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆41Updated last year
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆67Updated 2 months ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆39Updated 2 years ago
- ☆21Updated 2 years ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆32Updated 6 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated last month
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆73Updated 7 months ago
- Traffic Flow Prediction with Vehicle Trajectories☆61Updated 3 years ago
- Implementation code for the Context and Time-aware Location Embedding (CTLE) model, proposed in the AAAI 2021 paper "Pre-training Context…☆33Updated last month
- A toolkit and models for individual and crowd level human mobility analysis based on trajectory data, including travel destination predic…☆34Updated 2 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆15Updated 7 months ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆21Updated 4 years ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆49Updated last year
- Source code for Spatio-Temporal Trajectory Similarity Learning in Road Networks. KDD 2022.