uqwhua / TrjPrivacyLinks
TKDE'23: A Survey and Experimental Study on Privacy-Preserving Trajectory Data Publishing
☆12Updated 2 years ago
Alternatives and similar repositories for TrjPrivacy
Users that are interested in TrjPrivacy are comparing it to the libraries listed below
Sorting:
- ☆15Updated 2 years ago
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Updated last year
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆85Updated last year
- ☆21Updated 2 years ago
- Source code for LDPTrace: Locally Differentially Private Trajectory Synthesis. VLDB 2023.☆27Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆27Updated 4 years ago
- Artifacts for SoK: Can Trajectory Generation Combine Privacy and Utility?☆14Updated last year
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆45Updated 2 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆46Updated 3 years ago
- Map-Constrained Trajectory Recovery (KDD'21)☆57Updated 3 years ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆49Updated 3 years ago
- ☆26Updated 3 years ago
- Source code for the paper "MARC: a robust method for multiple-aspect trajectory classification via space, time, and semantic embeddings"☆22Updated 5 years ago
- The implemention of DiffTraj: Generating GPS Trajectory with Diffusion Probabilistic Model☆90Updated last year
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆31Updated 8 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆19Updated last year
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- The official implementation of 'Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation'.☆12Updated 11 months ago
- Contrastive Trajectory Similarity Learning with Dual-Feature Attention (TrajCL) - ICDE 2023☆62Updated 2 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆88Updated last year
- ☆25Updated 11 months ago
- Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer (ICDE'23)☆45Updated 3 months ago
- Creating High-Fidelity Synthetic GPS Trajectory Dataset for Urban Mobility Analysis☆16Updated 4 months ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆247Updated 4 months ago
- Under Construction☆10Updated 3 years ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆16Updated last year
- Relevant research papers focusing on human mobility modeling and next place prediction☆29Updated 6 years ago
- ☆143Updated 3 years ago
- 2019-2021 Trajectory Paper Collation☆18Updated 3 years ago
- A pytorch implementation of TrajFormer, CIKM-22☆15Updated 2 years ago