hamed1375 / Sp_ExphormerLinks
Even Sparser Graph Transformers
☆11Updated 9 months ago
Alternatives and similar repositories for Sp_Exphormer
Users that are interested in Sp_Exphormer are comparing it to the libraries listed below
Sorting:
- ☆57Updated 9 months ago
- Offical code implementation of our AAAI2025 paper "Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Su…☆19Updated 3 months ago
- Code for IJCAI'24 paper: Gradformer: Graph Transformer with Exponential Decay☆46Updated 8 months ago
- Subgraphormer: Unifying Subgraph GNNs and Graph Transformers via Graph Products (ICML 2024)☆10Updated last year
- Graph Neural Convection-Diffusion with Heterophily☆11Updated 2 years ago
- This is the code of paper: Robust Mid-Pass Filtering Graph Convolutional Networks.(paper accepted by WWW2023)☆13Updated 2 years ago
- On the Robustness of Graph Neural Diffusion to Topology Perturbations☆16Updated 2 years ago
- Code repository of "Towards Deep Attention in Graph Neural Networks: Problems and Remedies," published in ICML 2023.☆29Updated 5 months ago
- ☆35Updated 5 months 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
- The official PyTorch implementation of "An Attentional Multi-scale Co-evolving Model for Dynamic Link Prediction" (TheWebConf'23)☆11Updated 2 years ago
- Graph Transformers for Large Graphs☆22Updated last year
- This is the official code repository for "Graph Neural Networks are Inherently Good Generalizers: Insights by Bridging GNNs and MLPs", wh…☆89Updated last year
- Code for our paper "Attending to Graph Transformers"☆90Updated last year
- Towards Unifying Diffusion Models for Probabilistic Spatio-Temporal Graph Learning☆12Updated 9 months ago
- Implementation of ICML'24 Paper "Less is More: on the Over-Globalizing Problem in Graph Transformers"☆46Updated last year
- List of papers on NeurIPS2023☆89Updated last year
- Codes for "Two Sides of the Same Coin: Heterophily and Oversmoothing in Graph Convolutional Neural Networks"☆39Updated 2 years ago
- ☆16Updated last year
- ☆12Updated last year
- Temporal Graph Rewiring Method with Expander Graphs☆12Updated 10 months ago
- ☆11Updated 3 weeks ago
- Main code for "Revisiting over-smoothing and over-squashing using the Ollivier-Ricci curvature" paper☆17Updated 2 years ago
- [ICLR 2023] "Equivariant Hypergraph Diffusion Neural Operators" by Peihao Wang, Shenghao Yang, Yunyu Liu, Zhangyang Wang, Pan Li☆47Updated last year
- ☆119Updated last year
- Official implementation of the ICML 2022 paper "Going Deeper into Permutation-Sensitive Graph Neural Networks"☆27Updated 3 years ago
- Official Implementation of Half-Hop☆19Updated last year
- "Graph Convolutions Enrich the Self-Attention in Transformers!" NeurIPS 2024☆25Updated 5 months ago
- GraphFramEx: a systematic evaluation framework for explainability methods on GNNs☆46Updated last year
- [IJCAI 2024] Papers about graph reduction including graph coarsening, graph condensation, graph sparsification, graph summarization, etc.☆164Updated 3 weeks ago