Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"
☆29Sep 12, 2021Updated 4 years ago
Alternatives and similar repositories for KDD2021_guizu
Users that are interested in KDD2021_guizu are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Jan 8, 2024Updated 2 years ago
- ☆17Aug 6, 2023Updated 2 years ago
- Paper, code, experiments and evaluation for ESA2020 paper "Space-efficient, Fast and Exact Routing in Time-dependent Road Networks"☆13Mar 12, 2021Updated 5 years ago
- A Two-Stage Gan architecture to generate trajectory conditioned on maps information.☆48Jul 25, 2022Updated 3 years ago
- Continuous Trajectory Generation Based on Two-Stage GAN, AAAI 2023.☆47May 17, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆52Jan 10, 2022Updated 4 years ago
- Source code for the UniTE pipeline, introduced in the TKDE 2025 paper "UniTE: A Survey and Unified Pipeline for Pre-training Spatiotempor…☆25Feb 27, 2025Updated last year
- Reconstruction Attack on Differential Private Trajectory Protection Mechanisms☆16Oct 3, 2024Updated last year
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆17Sep 17, 2023Updated 2 years ago
- The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)☆20Mar 25, 2024Updated 2 years ago
- The implementation of Meta-Pec☆13Sep 13, 2023Updated 2 years ago
- LSTM-TrajGAN: A Deep Learning Approach to Trajectory Privacy Protection☆86Sep 2, 2024Updated last year
- Simulating human mobility with a trajectory generation framework based on diffusion model☆33Mar 18, 2024Updated 2 years ago
- (T-ITS) TrajGen: Generating Realistic and Diverse Trajectories With Reactive and Feasible Agent Behaviors for Autonomous Driving☆35Jan 6, 2025Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆21Jan 23, 2024Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆95Apr 5, 2024Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Apr 29, 2025Updated last year
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆26Jan 24, 2024Updated 2 years ago
- The implementation of ControlTraj: Controllable Trajectory Generation with Topology-Constrained Diffusion Model☆43Jan 31, 2025Updated last year
- This project uses gpt-4 to build agents to play one night werewolf.☆10Jul 14, 2023Updated 2 years ago
- Deep generative modeling for time-stamped heterogeneous data, enabling high-fidelity models for a large variety of spatio-temporal domain…☆108Dec 28, 2021Updated 4 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆120Apr 29, 2025Updated last year
- ☆16Sep 2, 2023Updated 2 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- public code and data☆41Oct 14, 2022Updated 3 years ago
- A professional list of Deep Learning and Large (Language) Models (LM, LLM, FM) for Trajectory Data Management and Mining.☆285May 18, 2025Updated last year
- Automate the process of Spatial Multi-Criteria Decision Analysis for housing development targeting Urban Planners. This project is focuse…☆10Mar 18, 2023Updated 3 years ago
- Crime and Criminal Analysis System integrating geospatial, temporal, and demographic analytics for predictive modeling of criminal activ…☆12Aug 27, 2024Updated last year
- The implementations of Graph Convolutional Neural Network models☆12Aug 8, 2020Updated 5 years ago
- Detecting stops in birds migrations tracks in Europe. Movingpandas and KeplerGL☆10Nov 29, 2021Updated 4 years ago
- Time-dependent shortest path problem☆11Jan 19, 2021Updated 5 years ago
- A simple implementation of TrajDBSCAN algorithm using python.☆11Dec 21, 2016Updated 9 years ago
- Open Traffic Models - A framework for hybrid traffic simulation☆18Apr 7, 2024Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- The official implementation of Spatiotemporal Gated Traffic Trajectory Simulation with Semantic-aware Graph Learning (Information Fusion …☆10May 6, 2024Updated 2 years ago
- Code for our paper "MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction" published…☆56Sep 28, 2022Updated 3 years ago
- PTRAIL is a state-of-the art parallel computation library for Mobility Data Preprocessing and feature extraction.☆28Nov 22, 2024Updated last year
- Improving scalability of RL algorithms using GNNs: A case study in optimal EV charging.☆30Oct 16, 2025Updated 8 months ago
- De-anonymization algorithm of mobility trajectories☆32Mar 3, 2018Updated 8 years ago
- An extended version of the VED dataset, which is a large-scale dataset for vehicle energy analysis.☆14Oct 14, 2025Updated 8 months ago
- Sudan Local Chapter - Analyzing Healthcare Accessibility in Sudan☆12Apr 5, 2025Updated last year