graph classification

212 papers

Explore in graph

Co-occurring keywords

graph neural network (3945) node classification (480) graph kernel (66) representation learning (6174) graph representation learning (246) graph pooling (38) graph convolution (183) graph representation (359) contrastive learning (3979) kernel methods (1096)

Papers

Graph Neural Architecture Search Under Distribution Shifts ICML 2022

Structural Entropy Guided Graph Hierarchical Pooling ICML 2022

G-Mixup: Graph Data Augmentation for Graph Classification ICML 2022

The Infinite Contextual Graph Markov Model ICML 2022

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022

A Simple yet Effective Method for Graph Classification IJCAI 2022

TGNN: A Joint Semi-supervised Framework for Graph-level Classification IJCAI 2022

Structural Landmarking and Interaction Modelling: A “SLIM” Network for Graph Classification AAAI 2022

Graph Filtration Kernels AAAI 2022

Graph Transplant: Node Saliency-Guided Graph Mixup with Local Structure Preservation AAAI 2022

KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022

Filtration-Enhanced Graph Transformation IJCAI 2022

GraphDIVE: Graph Classification by Mixture of Diverse Experts IJCAI 2022

FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022

Graph Scattering beyond Wavelet Shackles NIPS 2022

Cross-Domain Few-Shot Graph Classification AAAI 2022

CGLB: Benchmark Tasks for Continual Graph Learning NIPS 2022

Lifelong Graph Learning CVPR 2022

Label-invariant Augmentation for Semi-Supervised Graph Classification NIPS 2022

Certifying Robust Graph Classification under Orthogonal Gromov-Wasserstein Threats NIPS 2022

Size-Invariant Graph Representations for Graph Classification Extrapolations ICML 2021

Adversarial Attacks on Graph Classifiers via Bayesian Optimisation NIPS 2021

CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021

Ultrahyperbolic Neural Networks NIPS 2021

Deep Wasserstein Graph Discriminant Learning for Graph Classification AAAI 2021