tsinghua-fib-lab / CommutingODGen-DatasetLinks
☆32Updated last year
Alternatives and similar repositories for CommutingODGen-Dataset
Users that are interested in CommutingODGen-Dataset are comparing it to the libraries listed below
Sorting:
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆26Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆77Updated 2 years ago
- Urban Region Representation Learning with Attentive Fusion (ICDE 2024)☆19Updated 9 months ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆16Updated last year
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆109Updated 6 months ago
- The official implementation of "COLA: Cross-city Mobility Transformer for Human Trajectory Simulation".☆19Updated last year
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆31Updated 2 years ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆89Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆14Updated 3 years ago
- The official implementation of "Activity Trajectory Generation via Modeling Spatiotemporal Dynamics"☆34Updated last year
- [CIKM 2021 Resource Paper] DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction (Grid Part)☆57Updated 3 years ago
- ☆27Updated last year
- [KDD 2020 (AI for COVID-19)] Learning to Simulate Human Mobility☆50Updated 3 years ago
- ☆125Updated 2 years ago
- The code and documentation for geo-contextual multitask embedding learner☆26Updated 4 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆34Updated 4 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 3 years ago
- This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked syste…☆56Updated last year
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆39Updated 6 months ago
- ☆15Updated last year
- Map-Constrained Trajectory Recovery (KDD'21)☆60Updated 3 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆21Updated 4 years ago
- Organize some grid-based traffic flow datasets, mainly New York City bicycle and taxi data☆56Updated 4 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆48Updated 2 years ago
- ☆145Updated 3 years ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆70Updated 5 months ago
- ☆16Updated last year
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 3 years ago
- A collection of research on spatio-temporal data mining☆157Updated 9 months ago