conftrace_

node classification

482 papers

Explore in graph

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

Graph Few-shot Learning with Task-specific Structures NIPS 2022
Block Modeling-Guided Graph Convolutional Neural Networks AAAI 2022
Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily AAAI 2022
CoCoS: Enhancing Semi-supervised Learning on Graphs with Unlabeled Data via Contrastive Context Sharing AAAI 2022
Defending Graph Convolutional Networks against Dynamic Graph Perturbations via Bayesian Self-Supervision AAAI 2022
Understanding Non-linearity in Graph Neural Networks from the Bayesian-Inference Perspective NIPS 2022
Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning AAAI 2022
NodeFormer: A Scalable Graph Structure Learning Transformer for Node Classification NIPS 2022
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis COLING 2022
Simplified Graph Convolution with Heterophily NIPS 2022
BOND: Benchmarking Unsupervised Outlier Node Detection on Static Attributed Graphs NIPS 2022
Simple Unsupervised Graph Representation Learning AAAI 2022
MGNNI: Multiscale Graph Neural Networks with Implicit Layers NIPS 2022
ERGO: Event Relational Graph Transformer for Document-level Event Causality Identification COLING 2022
GraphFM: Improving Large-Scale GNN Training via Feature Momentum ICML 2022
Graph Pointer Neural Networks AAAI 2022
A Novel Graph Aggregation Method Based on Feature Distribution Around Each Ego-node for Heterophily ACML 2022
Node Representation Learning in Graph via Node-to-Neighbourhood Mutual Information Maximization CVPR 2022
Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching AAAI 2022
Learning Label Initialization for Time-Dependent Harmonic Extension. IJCAI 2022
Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification IJCAI 2022
SpeqNets: Sparsity-aware permutation-equivariant graph networks ICML 2022
pathGCN: Learning General Graph Spatial Operators from Paths ICML 2022
Optimization-Induced Graph Implicit Nonlinear Diffusion ICML 2022
On the Use of Unrealistic Predictions in Hundreds of Papers Evaluating Graph Representations AAAI 2022