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

Random Walk Conformer: Learning Graph Representation from Long and Short Range AAAI 2023
Demystifying Structural Disparity in Graph Neural Networks: Can One Size Fit All? NIPS 2023
Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach NIPS 2023
Characterizing Graph Datasets for Node Classification: Homophily-Heterophily Dichotomy and Beyond NIPS 2023
WalkLM: A Uniform Language Model Fine-tuning Framework for Attributed Graph Embedding NIPS 2023
Adversarial Weight Perturbation Improves Generalization in Graph Neural Networks AAAI 2023
Towards Fine-Grained Explainability for Heterogeneous Graph Neural Network AAAI 2023
Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering AAAI 2023
Boosting Graph Neural Networks via Adaptive Knowledge Distillation AAAI 2023
Graph Neural Convection-Diffusion with Heterophily IJCAI 2023
Finding the Missing-half: Graph Complementary Learning for Homophily-prone and Heterophily-prone Graphs ICML 2023
DRew: Dynamically Rewired Message Passing with Delay ICML 2023
Easy Begun Is Half Done: Spatial-Temporal Graph Modeling with ST-Curriculum Dropout AAAI 2023
Predicting Global Label Relationship Matrix for Graph Neural Networks under Heterophily NIPS 2023
G2Pxy: Generative Open-Set Node Classification on Graphs with Proxy Unknowns IJCAI 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels NIPS 2023
Self-supervised Graph Neural Networks via Low-Rank Decomposition NIPS 2023
Differentially Private Decoupled Graph Convolutions for Multigranular Topology Protection NIPS 2023
SeedGNN: Graph Neural Network for Supervised Seeded Graph Matching ICML 2023
SlotGAT: Slot-based Message Passing for Heterogeneous Graphs ICML 2023
Violin: Virtual Overbridge Linking for Enhancing Semi-supervised Learning on Graphs with Limited Labels IJCAI 2023
Fast Online Node Labeling for Very Large Graphs ICML 2023
Randomized Schur Complement Views for Graph Contrastive Learning ICML 2023
Graph Positional Encoding via Random Feature Propagation ICML 2023
LSGNN: Towards General Graph Neural Network in Node Classification by Local Similarity IJCAI 2023