Towards Better Graph Representation Learning with Parameterized Decomposition & Filtering
☆13Aug 22, 2023Updated 2 years ago
Alternatives and similar repositories for PDF
Users that are interested in PDF are comparing it to the libraries listed below
Sorting:
- Implementation of the paper "A New Perspective on the Effects of Spectrum in Graph Neural Networks"☆17Jun 17, 2022Updated 3 years ago
- Official Pytorch implementation of Chromatic Graph Transformers☆10Jun 14, 2023Updated 2 years ago
- The code for the ICML 2021 paper "Graph Neural Networks Inspired by Classical Iterative Algorithms".☆43Jun 9, 2021Updated 4 years ago
- Example implemention of the Proximal Policy Optimization algorithm☆17Jul 25, 2024Updated last year
- code for progressive gsl☆12Jan 15, 2026Updated 2 months ago
- CIKM 23 Oral - HoLe: Homophily-enhanced Structure Learning for Graph Clustering☆10Feb 29, 2024Updated 2 years ago
- This is an official implementation for "GRIT: Graph Inductive Biases in Transformers without Message Passing".☆128Aug 20, 2025Updated 7 months ago
- ☆15Nov 3, 2022Updated 3 years ago
- 北邮数据结构课设，旅行模拟系统☆10Nov 25, 2020Updated 5 years ago
- ☆12Dec 17, 2023Updated 2 years ago
- [PR 2021] Code for "GraphAIR: Graph Representation Learning with Neighborhood Aggregation and Interaction"☆12Aug 25, 2021Updated 4 years ago
- Implementation for paper "Link Prediction on Heterophilic Graphs via Disentangled Representation Learning"☆13Aug 26, 2022Updated 3 years ago
- Code for TNNLS paper "Beyond Homophily and Homogeneity Assumption: Relation-based Frequency Adaptive Graph Neural Networks"☆14Feb 27, 2024Updated 2 years ago
- Adversarial Attack on Graph Neural Networks as An Influence Maximization Problem☆20Oct 27, 2021Updated 4 years ago
- ☆13Aug 27, 2023Updated 2 years ago
- [ICML 2025] Generalization Principles for Inference over Text-Attributed Graphs with Large Language☆21Jul 15, 2025Updated 8 months ago
- "HomoGCL: Rethinking Homophily in Graph Contrastive Learning" in KDD'23☆14Jul 6, 2023Updated 2 years ago
- ☆13Aug 27, 2019Updated 6 years ago
- ☆12Aug 13, 2022Updated 3 years ago
- ☆13Mar 5, 2025Updated last year
- The Open Source Code For ICML 2023 Paper "Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-pron…☆15Jun 15, 2023Updated 2 years ago
- ☆10Nov 6, 2024Updated last year
- ☆14Nov 21, 2023Updated 2 years ago
- Codebase used to generate the results for NeurIPS23 "Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directi…☆13Dec 8, 2023Updated 2 years ago
- Top-tier conference papers on out-of-distribution detection☆11Jun 22, 2023Updated 2 years ago
- The official implementation of ``CKGConv: General Graph Convolution with Continuous Kernels'' (ICML 2024)☆32Aug 5, 2024Updated last year
- ☆11Sep 8, 2023Updated 2 years ago
- Code for ICML 2023 paper "Quantifying the Knowledge in GNNs for Reliable Distillation into MLPs"☆22Sep 24, 2025Updated 5 months ago
- Official implementation of "How Important is Importance Sampling for Deep Budgeted Training?"☆11Oct 18, 2022Updated 3 years ago
- Bayesian Nonparametric Mixture Models in Julia☆14Oct 25, 2017Updated 8 years ago
- ☆20May 29, 2022Updated 3 years ago
- g2-MLP: State-of-the-Art Model for Node Classification on Graphs (PPI Dataset)☆10Nov 12, 2022Updated 3 years ago
- ☆14Dec 5, 2024Updated last year
- [WSDM 2022] Efficient Graph Convolution for Joint Node Representation Learning and Clustering☆20Jan 26, 2024Updated 2 years ago
- alternative way to calculating self attention☆18May 25, 2024Updated last year
- ☆12Jul 30, 2025Updated 7 months ago
- ☆17Feb 27, 2024Updated 2 years ago
- Code for the paper "Spectrum Guided Topology Augmentation for Graph Contrastive Learning"☆11Jul 18, 2023Updated 2 years ago
- A general forcefield for phonon properties of metal-organic frameworks☆13Sep 13, 2020Updated 5 years ago