conftrace_

node representation

107 papers

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Co-occurring keywords

graph neural network (3962) representation learning (6206) graph representation learning (246) contrastive learning (4032) node classification (482) graph representation (360) message passing (579) self-supervised learning (3777) unsupervised learning (3264) graph convolutional network (658)

Papers

Contrastive Laplacian Eigenmaps NIPS 2021
Interpretable Clustering on Dynamic Graphs with Recurrent Graph Neural Networks AAAI 2021
Node-wise Localization of Graph Neural Networks IJCAI 2021
Adversarial Directed Graph Embedding AAAI 2021
Beyond Low-frequency Information in Graph Convolutional Networks AAAI 2021
Automorphic Equivalence-aware Graph Neural Network NIPS 2021
Graph Game Embedding AAAI 2021
The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020
Exploiting Mutual Information for Substructure-aware Graph Representation Learning IJCAI 2020
Inductive Anomaly Detection on Attributed Networks IJCAI 2020
Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020
Measuring and Relieving the Over-Smoothing Problem for Graph Neural Networks from the Topological View AAAI 2020
Better AMR-To-Text Generation with Graph Structure Reconstruction IJCAI 2020
Towards Deeper Graph Neural Networks with Differentiable Group Normalization NIPS 2020
Continuous Graph Neural Networks ICML 2020
GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation ACL 2020
Distance Encoding: Design Provably More Powerful Neural Networks for Graph Representation Learning NIPS 2020
L2-GCN: Layer-Wise and Learned Efficient Training of Graph Convolutional Networks CVPR 2020
Solving graph compression via optimal transport NIPS 2019
Dense Node Representation for Geolocation EMNLP 2019
Disentangled Graph Convolutional Networks ICML 2019
Making Fast Graph-based Algorithms with Graph Metric Embeddings ACL 2019
Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks AAAI 2019
Improving Textual Network Embedding with Global Attention via Optimal Transport ACL 2019