noamrazin / gnn_interactions
Code for reproducing experiments in "On the Ability of Graph Neural Networks to Model Interactions Between Vertices"
☆23Updated last year
Alternatives and similar repositories for gnn_interactions:
Users that are interested in gnn_interactions are comparing it to the libraries listed below
- Graph Transformers for Large Graphs☆21Updated 11 months ago
- DiffWire: Inductive Graph Rewiring via the Lovász Bound. In Proceedings of the First Learning on Graphs Conference. 2022. Adrian Arnaiz-R…☆19Updated 2 years ago
- Graph Positional and Structural Encoder☆46Updated 2 months ago
- Official repository for On Over-Squashing in Message Passing Neural Networks (ICML 2023)☆14Updated last year
- Pytorch and Tensorflow implementation of TVGNN, presented at ICML 2023.☆20Updated last week
- ☆25Updated 3 years ago
- ☆21Updated 11 months ago
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆76Updated last year
- [ICML 2024] Recurrent Distance Filtering for Graph Representation Learning☆14Updated 9 months ago
- Official implementation of NeurIPS'21: Implicit SVD for Graph Representation Learning☆20Updated 3 years ago
- Codes for the Numerical Results of the paper "Tangent Bundle Neural Networks: from Manifolds to Celullar Sheaves and Back"☆11Updated 2 years ago
- Differentiable Euler Characteristic Transform☆17Updated 9 months ago
- Code accompanying the AAAI 2022 paper "fGOT: Graph Distances based on Filters and Optimal Transport"☆15Updated 2 years ago
- ☆13Updated 4 years ago
- [VLDB'23] SUREL+ is a novel set-based computation framework for scalable subgraph-based graph representation learning.☆17Updated last year
- NeurIPS 2022: Tree Mover’s Distance: Bridging Graph Metrics and Stability of Graph Neural Networks☆36Updated last year
- ☆30Updated last year
- ☆27Updated 3 years ago
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆11Updated 9 months ago
- Rex Ying's Ph.D. Thesis, Stanford University☆43Updated 2 years ago
- ☆29Updated 2 years ago
- Python code associated with the paper "A Unifying Framework for Spectrum-Preserving Graph Sparsification and Coarsening'' (NeurIPS, 2019)☆16Updated 4 years ago
- ☆20Updated last year
- Codes for Paper: From Hypergraph Energy Functions to Hypergraph Neural Networks☆21Updated last year
- Simplicial neural network benchmarking software☆17Updated 2 years ago
- Geometric Deep Learning @ University of Cambridge☆17Updated 3 weeks ago
- ☆30Updated last year
- ☆24Updated last year
- Official Repository of Adaptive Message Passing☆16Updated last month
- Code of "Breaking the Limits of Message Passing Graph Neural Networks" paper published in ICML2021☆40Updated 3 years ago