tsinghua-fib-lab / Activity-Simulation-SAND
The official PyTorch implementation of "Learning to Simulate Daily Activities via Modeling Dynamic Human Needs" (WWW'23)
☆15Updated 10 months ago
Alternatives and similar repositories for Activity-Simulation-SAND:
Users that are interested in Activity-Simulation-SAND are comparing it to the libraries listed below
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆33Updated last year
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆12Updated last year
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆22Updated last year
- ☆11Updated 9 months ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆15Updated 7 months ago
- Urban Region Representation Learning with OpenStreetMap Building Footprints☆24Updated 9 months ago
- ☆16Updated 11 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆32Updated 3 years ago
- ☆73Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆55Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆76Updated 9 months ago
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆46Updated 3 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆77Updated 7 months ago
- Implementation code for the Time-Aware Location Embedding (TALE) model, proposed in the TKDE paper "Pre-Training Time-Aware Location Embe…☆17Updated 4 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆33Updated 2 months ago
- A diffusion-based framework for spatio-temporal point processes☆65Updated 10 months ago
- The code and documentation for geo-contextual multitask embedding learner☆25Updated 3 years ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆16Updated 9 months ago
- KnowSite: Leveraging Urban Knowledge Graph for Site Selection☆11Updated last year
- ☆135Updated 2 years ago
- ☆14Updated last year
- Source codes of KDD2021 paper "Generating Mobility Trajectories with Retained Data Utility"☆23Updated 3 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆71Updated 2 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆91Updated 11 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆60Updated last year
- ☆13Updated 3 years ago
- A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.☆123Updated last month
- ☆10Updated last year
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆18Updated 3 years ago