jeehyunHwang / Neural-Diffusion-EquationLinks
NDE: Climate Modeling with Neural Diffusion Equation, ICDM'21
☆24Updated 3 years ago
Alternatives and similar repositories for Neural-Diffusion-Equation
Users that are interested in Neural-Diffusion-Equation are comparing it to the libraries listed below
Sorting:
- ☆13Updated last year
- "Graph Neural Rough Differential Equations for Traffic Forecasting", ACM TIST☆14Updated 3 years ago
- GREAD: Graph Neural Reaction-Diffusion Networks, ICML 2023☆59Updated last year
- Attentive Co-Evolving Neural Ordinary Differential Equations☆30Updated last year
- This is the repository of our accepted CIKM 2022 paper "Prediction-based One-shot Dynamic Parking Pricing".☆17Updated last year
- add codes☆19Updated 4 years ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆160Updated last year
- LT-OCF: Learnable-Time ODE-based Collaborative Filtering, CIKM'21☆35Updated last year
- Attentive Neural Controlled Differential Equations for Time-series Classification and Forecasting☆44Updated last year
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆14Updated 5 months ago
- [ICLR 2024 Spotlight]☆21Updated last year
- Neural Manifold Operators (KDD 2024)☆23Updated 9 months ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆20Updated 5 months ago
- ☆12Updated last month
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆15Updated 2 years ago
- ☆26Updated 2 weeks ago
- ☆31Updated last year
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆20Updated 9 months ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- ☆15Updated 2 years ago
- Official repository for "TimePFN: Effective Multivariate Time Series Forecasting with Synthetic Data" (AAAI 2025).☆18Updated last month
- ☆89Updated last year
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆35Updated 2 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆11Updated 2 years ago
- EXIT : Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting☆13Updated last year
- ☆45Updated 3 years ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆28Updated 2 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆62Updated last year
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆32Updated last year
- ☆19Updated 3 years ago