tsinghua-fib-lab / ResInf
This repo contains the codes and data for our Nature Communications paper: Deep learning resilience inference for complex networked systems.
☆48Updated 6 months ago
Alternatives and similar repositories for ResInf:
Users that are interested in ResInf are comparing it to the libraries listed below
- ☆16Updated last year
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆23Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆77Updated 10 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 4 months ago
- Urban Cup 2023☆16Updated last year
- ☆42Updated 3 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆95Updated last year
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- a repository for DomiRank along with some code to do efficient node removals and largest-connected-component sampling of massive networks☆46Updated 3 months ago
- The benchmark related to the survey: An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques☆28Updated last year
- Implementation codes for AAAI23 paper "Dynamic Heterogeneous Graph Attention Neural Architecture Search"☆28Updated last year
- Official implementation for "Predicting Long-term Dynamics of Complex Networks via Identifying Skeleton in Hyperbolic Space" (KDD2024)☆23Updated 2 weeks ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆36Updated 2 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆81Updated 2 years ago
- The official PyTorch implementation of "Causal Learning Empowered OD Prediction for Urban Planning" (CIKM 2022).☆11Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- ☆44Updated 2 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆30Updated last year
- ☆20Updated 6 months ago
- LLMob is an intuitive framework that builds reasoning logic for LLMs in the context of personal activity trajectory generation.☆44Updated 3 weeks ago
- THAN: Multi-Modal Transportation Recommendation with Heterogeneous Graph Attention Networks☆12Updated 4 months ago
- Neural Dynamics on Complex Networks☆52Updated 4 years ago
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆46Updated last year
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆35Updated 2 years ago
- Repository of the paper "Machine learning dismantling and early-warning signals of disintegration in complex systems" by M. Grassia, M. D…☆40Updated 3 years ago
- Large Language Models as Human Mobility Predictors☆50Updated 5 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆81Updated 4 months ago
- The official implementation of the manuscript Learning the complexity of urban mobility with deep generative collaboration network.☆13Updated last year