conftrace_

node classification

482 papers

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Co-occurring keywords

graph neural network (3962) link prediction (624) semi-supervised learning (2341) representation learning (6206) graph classification (212) graph representation learning (246) message passing (579) graph representation (360) graph convolutional network (658) network embedding (111)

Papers

Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors IJCAI 2022
SGAT: Simplicial Graph Attention Network IJCAI 2022
Hierarchical Diffusion Scattering Graph Neural Network IJCAI 2022
CellTypeGraph: A New Geometric Computer Vision Benchmark CVPR 2022
Weisfeiler and Leman Go Walking: Random Walk Kernels Revisited NIPS 2022
Few-Shot Learning on Graphs IJCAI 2022
Information Augmentation for Few-shot Node Classification IJCAI 2022
EvenNet: Ignoring Odd-Hop Neighbors Improves Robustness of Graph Neural Networks NIPS 2022
Revisiting Heterophily For Graph Neural Networks NIPS 2022
Sketch-GNN: Scalable Graph Neural Networks with Sublinear Training Complexity NIPS 2022
Pseudo-Riemannian Graph Convolutional Networks NIPS 2022
Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs NIPS 2022
CrossWalk: Fairness-Enhanced Node Representation Learning AAAI 2022
Rethinking the Setting of Semi-supervised Learning on Graphs IJCAI 2022
Differentially Private Graph Learning via Sensitivity-Bounded Personalized PageRank NIPS 2022
What Does My GNN Really Capture? On Exploring Internal GNN Representations IJCAI 2022
Omni-Granular Ego-Semantic Propagation for Self-Supervised Graph Representation Learning ICML 2022
Structural Entropy Guided Graph Hierarchical Pooling ICML 2022
TwiBot-22: Towards Graph-Based Twitter Bot Detection NIPS 2022
Descent Steps of a Relation-Aware Energy Produce Heterogeneous Graph Neural Networks NIPS 2022
RGL: A Simple yet Effective Relation Graph Augmented Prompt-based Tuning Approach for Few-Shot Learning NAACL 2022
Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022
MMAN: Metapath Based Multi-Level Graph Attention Networks for Heterogeneous Network Embedding (Student Abstract) AAAI 2022
Asymptotics of $\ell_2$ Regularized Network Embeddings NIPS 2022
Convolutional Neural Networks on Graphs with Chebyshev Approximation, Revisited NIPS 2022