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graph classification

212 papers

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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

Multi-Scale Subgraph Contrastive Learning IJCAI 2023
Generated Graph Detection ICML 2023
Graph Alignment Kernels using Weisfeiler and Leman Hierarchies AISTATS 2023
Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023
Improving Graph Neural Networks with Learnable Propagation Operators ICML 2023
GSLB: The Graph Structure Learning Benchmark NIPS 2023
Graph Mixup with Soft Alignments ICML 2023
SEGA: Structural Entropy Guided Anchor View for Graph Contrastive Learning ICML 2023
Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks NIPS 2023
Fused Gromov-Wasserstein Graph Mixup for Graph-level Classifications NIPS 2023
Going beyond persistent homology using persistent homology NIPS 2023
Graph classification Gaussian processes via spectral features UAI 2023
Geometric Random Walk Graph Neural Networks via Implicit Layers AISTATS 2023
Interpretable Prototype-based Graph Information Bottleneck NIPS 2023
Architecture Matters: Uncovering Implicit Mechanisms in Graph Contrastive Learning NIPS 2023
Random Walk Conformer: Learning Graph Representation from Long and Short Range AAAI 2023
Deepfake Video Detection via Facial Action Dependencies Estimation AAAI 2023
Boosting Graph Neural Networks via Adaptive Knowledge Distillation AAAI 2023
Lovász Principle for Unsupervised Graph Representation Learning NIPS 2023
Graph Pooling for Graph Neural Networks: Progress, Challenges, and Opportunities IJCAI 2023
Graph Positional Encoding via Random Feature Propagation ICML 2023
Multi-View Robust Graph Representation Learning for Graph Classification IJCAI 2023
Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract) AAAI 2023
Interpolating Graph Pair to Regularize Graph Classification AAAI 2023
Topological Pooling on Graphs AAAI 2023