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

Nonparametric exponential family graph embeddings for multiple representation learning UAI 2022
Lifelong Graph Learning CVPR 2022
Orthogonal Graph Neural Networks AAAI 2022
Robust Optimization As Data Augmentation for Large-Scale Graphs CVPR 2022
Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs AAAI 2022
Node Feature Kernels Increase Graph Convolutional Network Robustness AISTATS 2022
Deformable Graph Convolutional Networks AAAI 2022
Generalized Equivariance and Preferential Labeling for GNN Node Classification AAAI 2022
CGLB: Benchmark Tasks for Continual Graph Learning NIPS 2022
Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022
Rethinking and Scaling Up Graph Contrastive Learning: An Extremely Efficient Approach with Group Discrimination NIPS 2022
OPEN: Orthogonal Propagation with Ego-Network Modeling NIPS 2022
MERIT: Learning Multi-level Representations on Temporal Graphs IJCAI 2022
Decoupling the Depth and Scope of Graph Neural Networks NIPS 2021
Graph Neural Networks Inspired by Classical Iterative Algorithms ICML 2021
GAEN: Graph Attention Evolving Networks IJCAI 2021
SelfSAGCN: Self-Supervised Semantic Alignment for Graph Convolution Network CVPR 2021
Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021
Multi-hop Attention Graph Neural Networks IJCAI 2021
Hypergraph Neural Networks for Hypergraph Matching ICCV 2021
Graph Game Embedding AAAI 2021
GraphReach: Position-Aware Graph Neural Network using Reachability Estimations IJCAI 2021
Temporal Heterogeneous Information Network Embedding IJCAI 2021
The Power of the Weisfeiler-Leman Algorithm for Machine Learning with Graphs IJCAI 2021
A Collective Learning Framework to Boost GNN Expressiveness for Node Classification ICML 2021