chendiqian / IPM_MPNNLinks
Repo for paper: Exploring the Power of Graph Neural Networks in Solving Linear Optimization Problems, accepted at AISTATS 2024
☆14Updated last year
Alternatives and similar repositories for IPM_MPNN
Users that are interested in IPM_MPNN are comparing it to the libraries listed below
Sorting:
- Official code for the paper `Neural Algorithmic Reasoning for Combinatorial Optimisation`☆17Updated last year
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆15Updated last year
- Pytorch (PyG) and Tensorflow (Keras/Spektral) implementation of Total Variation Graph Neural Network (TVGNN), as presented at ICML 2023.☆20Updated 2 months ago
- ☆12Updated 4 years ago
- ☆11Updated last year
- ☆18Updated last year
- A library for subgraph GNN based on pyg☆41Updated 6 months ago
- [ICML 2024] Recurrent Distance Filtering for Graph Representation Learning☆15Updated 11 months ago
- The implementation of HyperND from the Nonlinear Feature Diffusion on Hypergraphs paper☆13Updated 3 years ago
- [VLDB'23] SUREL+ is a novel set-based computation framework for scalable subgraph-based graph representation learning.☆17Updated last month
- Implementation of the BasePlanE models and the experiments from the NeurIPS 2023 paper "PlanE: Representation Learning over Planar Graphs…☆13Updated last year
- ☆13Updated 4 years ago
- ☆11Updated 3 years ago
- ☆17Updated 2 years ago
- ☆14Updated 2 years ago
- ☆28Updated 3 years ago
- ☆20Updated last year
- Geo2DR: A Python and PyTorch library for learning distributed representations of graphs.☆46Updated last year
- ☆12Updated 2 years ago
- Source code for the "Computationally Tractable Riemannian Manifolds for Graph Embeddings" paper☆36Updated 4 years ago
- ☆9Updated 9 months ago
- Correlated Graph Neural Networks☆27Updated 5 years ago
- Code for reproducing experiments in "On the Ability of Graph Neural Networks to Model Interactions Between Vertices"☆25Updated last year
- ☆31Updated last year
- Code for the ICLR 2019 paper "Invariant and Equiovariant Graph Networks"☆24Updated 5 years ago
- Official Repository of Adaptive Message Passing☆16Updated 3 weeks ago
- Implementation of the SPN model and the experiments from the LoG 2022 paper "Shortest Path Networks for Graph Property Prediction".☆25Updated 2 years ago
- A PyTorch implementation of "Self-Supervised GNN that Jointly Learns to Augment" or "Jointly Learnable Data Augmentations for Self-Superv…☆13Updated 3 years ago
- The repository for 'Unsupervised Learning for Combinatorial Optimization with Principled Proxy Design'☆16Updated 2 years ago
- [ICML'24] Tackling Prevalent Conditions in Unsupervised Combinatorial Optimization: Cardinality, Minimum, Covering, and More☆13Updated 10 months ago