DevinKreuzer / SAN
☆155Updated 3 years ago
Alternatives and similar repositories for SAN:
Users that are interested in SAN are comparing it to the libraries listed below
- Implementation of Directional Graph Networks in PyTorch and DGL☆118Updated 4 years ago
- Long Range Graph Benchmark, NeurIPS 2022 Track on D&B☆158Updated last year
- Code for the paper: "On the Bottleneck of Graph Neural Networks and Its Practical Implications"☆94Updated 2 years ago
- Equivariant Subgraph Aggregation Networks (ICLR 2022 Spotlight)☆87Updated last year
- Code for our paper "Attending to Graph Transformers"☆85Updated last year
- Official repository for the paper "Improving Graph Neural Network Expressivity via Subgraph Isomorphism Counting" (TPAMI'22) https://arxi…☆100Updated 3 years ago
- Representing Long-Range Context for Graph Neural Networks with Global Attention☆128Updated 2 years ago
- Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022☆253Updated 3 years ago
- Official Pytorch Implementation of GraphiT☆108Updated 3 years ago
- Official Implementation of "GRPE: Relative Positional Encoding for Graph Transformer"☆55Updated 2 years ago
- Gradient gating (ICLR 2023)☆53Updated last year
- Source code for From Stars to Subgraphs (ICLR 2022)☆69Updated last year
- Graph Diffusion Convolution, as proposed in "Diffusion Improves Graph Learning" (NeurIPS 2019)☆270Updated last year
- Graph meta learning via local subgraphs (NeurIPS 2020)☆121Updated 8 months ago
- SignNet and BasisNet☆97Updated last year
- [TPAMI 2022] "Bag of Tricks for Training Deeper Graph Neural Networks A Comprehensive Benchmark Study" by Tianlong Chen*, Kaixiong Zhou*,…☆125Updated 3 years ago
- ☆94Updated 2 years ago
- [ICML 2021] "Graph Contrastive Learning Automated" by Yuning You, Tianlong Chen, Yang Shen, Zhangyang Wang; [WSDM 2022] "Bringing Yo…☆111Updated 7 months ago
- PyTorch implementation of BGRL (https://arxiv.org/abs/2102.06514)☆81Updated last year
- Official Pytorch code for Structure-Aware Transformer.☆257Updated 2 years ago
- AAAI'21: Data Augmentation for Graph Neural Networks☆191Updated 11 months ago
- Subgraph Neural Networks (NeurIPS 2020)☆193Updated 4 years ago
- ☆27Updated 2 months ago
- Edge-Augmented Graph Transformer☆76Updated last year
- A graph transformer framework☆77Updated 2 years ago
- [WWW 2021 GLB] New Benchmarks for Learning on Non-Homophilous Graphs☆112Updated 3 years ago
- Official Code Repository for the paper "Accurate Learning of Graph Representations with Graph Multiset Pooling" (ICLR 2021)☆103Updated 3 years ago
- Wasserstein Weisfeiler-Lehman Graph Kernels☆81Updated 7 months ago
- ☆57Updated 3 years ago
- Implementation of "GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings" in PyTorch☆164Updated 2 years ago