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

A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
GraphMix: Improved Training of GNNs for Semi-Supervised Learning AAAI 2021
EIGNN: Efficient Infinite-Depth Graph Neural Networks NIPS 2021
One-shot Graph Neural Architecture Search with Dynamic Search Space AAAI 2021
Detection and Defense of Topological Adversarial Attacks on Graphs AISTATS 2021
Overcoming Catastrophic Forgetting in Graph Neural Networks with Experience Replay AAAI 2021
Edge: Enriching Knowledge Graph Embeddings with External Text NAACL 2021
AutoAttend: Automated Attention Representation Search ICML 2021
AutoGEL: An Automated Graph Neural Network with Explicit Link Information NIPS 2021
Symmetric Spaces for Graph Embeddings: A Finsler-Riemannian Approach ICML 2021
Adaptive Edge Attention for Graph Matching with Outliers IJCAI 2021
TAXOGAN: Hierarchical Network Representation Learning via Taxonomy Guided Generative Adversarial Networks (Extended Abstract) IJCAI 2021
EvolveGCN: Evolving Graph Convolutional Networks for Dynamic Graphs AAAI 2020
DGE: Deep Generative Network Embedding Based on Commonality and Individuality AAAI 2020
Embedding Dynamic Attributed Networks by Modeling the Evolution Processes COLING 2020
Persistence Enhanced Graph Neural Network AISTATS 2020
Regularized Graph Convolutional Networks for Short Text Classification COLING 2020
Faster Graph Embeddings via Coarsening ICML 2020
ASAP: Adaptive Structure Aware Pooling for Learning Hierarchical Graph Representations AAAI 2020
Rumor Detection on Social Media with Graph Structured Adversarial Learning IJCAI 2020
When Do GNNs Work: Understanding and Improving Neighborhood Aggregation IJCAI 2020
Network Representation Learning Algorithm Based on Neighborhood Influence Sequence ACML 2020
Exponential Family Graph Embeddings AAAI 2020
Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020
Fairness in Network Representation by Latent Structural Heterogeneity in Observational Data AAAI 2020