jiaqingxie / Theories-of-Graph-Neural-NetworksLinks
A List of Papers on Theoretical Foundations of Graph Neural Networks
☆39Updated 7 months ago
Alternatives and similar repositories for Theories-of-Graph-Neural-Networks
Users that are interested in Theories-of-Graph-Neural-Networks are comparing it to the libraries listed below
Sorting:
- List of papers on NeurIPS2023☆90Updated 2 years ago
- This is the official repository for our paper KAGNNs: Kolmogorov-Arnold Networks meet Graph Learning.☆45Updated this week
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆129Updated 3 months ago
- ☆31Updated last year
- All graph/GNN papers accepted at NeurIPS 2024.☆84Updated last year
- It is a comprehensive resource hub compiling all graph papers accepted at the International Conference on Learning Representations (ICLR)…☆101Updated last year
- Code for our paper "Attending to Graph Transformers"☆92Updated 2 years ago
- List of papers on ICML2023.☆56Updated 2 years ago
- Uncertainty Quantification over Graph with Conformalized Graph Neural Networks (NeurIPS 2023)☆84Updated 2 years ago
- Dir-GNN is a machine learning model that enables learning on directed graphs.☆83Updated 2 years ago
- All graph/GNN papers accepted at the International Conference on Machine Learning (ICML) 2024.☆231Updated last year
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆160Updated last year
- A collection of papers studying/improving the expressiveness of graph neural networks (GNNs)☆124Updated 2 years ago
- A library for subgraph GNN based on pyg☆40Updated 11 months ago
- [ICML 2024] Code for Pairwise Alignment Improves Graph Domain Adaptation (Pair-Align)☆14Updated last year
- Rex Ying's Ph.D. Thesis, Stanford University☆41Updated 3 years ago
- EDGE: Efficient and Degree-Guided Graph Generation via Discrete Diffusion Modeling☆65Updated 5 months ago
- ☆23Updated last year
- A list for GNNs and related works.☆101Updated 4 months ago
- Collection of papers relating data-driven higher-order graph/networks researches.☆73Updated 2 years ago
- ☆91Updated 2 years ago
- Graph Positional and Structural Encoder☆53Updated 10 months ago
- ☆42Updated 3 years ago
- GOOD: A Graph Out-of-Distribution Benchmark [NeurIPS 2022 Datasets and Benchmarks]☆202Updated 9 months ago
- ☆220Updated 2 years ago
- ☆356Updated 10 months ago
- Official Implementation of ICML 2023 paper: "A Generalization of ViT/MLP-Mixer to Graphs"☆166Updated last year
- Implementation for the paper: GraphGDP: Generative Diffusion Processes for Permutation Invariant Graph Generation☆30Updated 2 years ago
- Implementation of Directional Graph Networks in PyTorch and DGL☆117Updated 4 years ago
- ☆21Updated 2 years ago