← Keywords

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

SSHPool: The Separated Subgraph-based Hierarchical Pooling AAAI 2026
LGAN: An Efficient High-Order Graph Neural Network via the Line Graph Aggregation AAAI 2026
Conditional Distribution Learning for Graph Classification AAAI 2026
U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions AAAI 2026
Exploring the Over-smoothing Problem of Graph Neural Networks for Graph Classification: An Entropy-based Viewpoint IJCAI 2025
Structural Entropy Guided Unsupervised Graph Out-Of-Distribution Detection AAAI 2025
Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025
Scalable Graph Classification via Random Walk Fingerprints (Extended Abstract) IJCAI 2025
Clean-Label Graph Backdoor Attack in the Node Classification Task AAAI 2025
Hypergraph Attacks via Injecting Homogeneous Nodes into Elite Hyperedges AAAI 2025
Robust Heterogeneous Graph Classification for Molecular Property Prediction with Information Bottleneck AAAI 2025
SkipPool: Improved Sparse Hierarchical Graph Pooling with Differentiable Exploration AAAI 2025
Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications AAAI 2025
Core Knowledge Learning Framework for Graph AAAI 2025
When Hypergraph Meets Heterophily: New Benchmark Datasets and Baseline AAAI 2025
Semi-Implicit Neural Ordinary Differential Equations AAAI 2025
Can Large Language Models Tackle Graph Partitioning? EMNLP 2025
DHAKR: Learning Deep Hierarchical Attention-Based Kernelized Representations for Graph Classification AAAI 2025
Can Graph Neural Networks Learn Language with Extremely Weak Text Supervision? ACL 2025
DHTAGK: Deep Hierarchical Transitive-Aligned Graph Kernels for Graph Classification IJCAI 2025
HePa: Heterogeneous Graph Prompting for All-Level Classification Tasks AAAI 2025
Deterministic Certification of Graph Neural Networks against Graph Poisoning Attacks with Arbitrary Perturbations CVPR 2025
AKBR: Learning Adaptive Kernel-based Representations for Graph Classification IJCAI 2025
HA-SCN: Learning Hierarchical Aligned Subtree Convolutional Networks for Graph Classification IJCAI 2025
Efficient Environmental Claim Detection with Hyperbolic Graph Neural Networks AACL 2025