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— Unverified Dynamic Joint Variational Graph Autoencoders Oct 4, 2019 Clustering Graph Clustering
— Unverified Boosting Graph Neural Networks via Adaptive Knowledge Distillation Oct 12, 2022 Graph Classification Graph Mining
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— Unverified Dynamic Graph Embedding via LSTM History Tracking Nov 5, 2019 Anomaly Detection Dynamic graph embedding
— Unverified Graph Decipher: A transparent dual-attention graph neural network to understand the message-passing mechanism for the node classification Jan 4, 2022 Graph Neural Network Node Classification
— Unverified Graph Embedding with Rich Information through Heterogeneous Network Oct 18, 2017 General Classification Graph Embedding
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— Unverified DynACPD Embedding Algorithm for Prediction Tasks in Dynamic Networks Mar 12, 2021 Link Prediction Node Classification
— Unverified Node-Time Conditional Prompt Learning In Dynamic Graphs May 22, 2024 Link Prediction Node Classification
— Unverified Bonsai: Gradient-free Graph Condensation for Node Classification Oct 23, 2024 Classification Node Classification
— Unverified DyG-Mamba: Continuous State Space Modeling on Dynamic Graphs Aug 13, 2024 Dynamic Link Prediction Dynamic Node Classification
— Unverified DVE: Dynamic Variational Embeddings with Applications in Recommender Systems Aug 27, 2020 Link Prediction Node Classification
— Unverified Adversarial Attacks on Deep Graph Matching Dec 1, 2020 Adversarial Attack Density Estimation
— Unverified Dual Node and Edge Fairness-Aware Graph Partition Jun 16, 2023 Fairness Link Prediction
— Unverified Graph Convolution: A High-Order and Adaptive Approach Jun 29, 2017 General Classification Node Classification
— Unverified DualHGNN: A Dual Hypergraph Neural Network for Semi-Supervised Node Classification based on Multi-View Learning and Density Awareness Jun 7, 2023 MULTI-VIEW LEARNING Node Classification
— Unverified Dual GNNs: Graph Neural Network Learning with Limited Supervision Jun 29, 2021 Graph Neural Network Node Classification
— Unverified Blockchain Phishing Scam Detection via Multi-channel Graph Classification Aug 19, 2021 Classification Graph Classification
— Unverified BLIS-Net: Classifying and Analyzing Signals on Graphs Oct 26, 2023 Classification Graph Classification
— Unverified Graph CNN for Moving Object Detection in Complex Environments from Unseen Videos Jul 13, 2022 Change Detection Deep Learning
— Unverified Label Inference Attacks against Node-level Vertical Federated GNNs Aug 4, 2023 Federated Learning Node Classification
— Unverified Graph Clustering with Graph Neural Networks Jun 30, 2020 Attribute Clustering
— Unverified Graph Coarsening with Message-Passing Guarantees May 28, 2024 Node Classification
— Unverified GraphGAN: Generating Graphs via Random Walks Jan 1, 2018 Graph Generation Link Prediction
— Unverified Graph Neural Networks for Binary Programming Apr 7, 2024 Graph Representation Learning Node Classification
— Unverified Document Network Projection in Pretrained Word Embedding Space Jan 16, 2020 Clustering General Classification
— Unverified Adversarial Active Learning based Heterogeneous Graph Neural Network for Fake News Detection Jan 27, 2021 Active Learning Articles
— Unverified Distribution Consistency based Self-Training for Graph Neural Networks with Sparse Labels Jan 18, 2024 Node Classification
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— Unverified Adversarial Attack on Hierarchical Graph Pooling Neural Networks May 23, 2020 Adversarial Attack Classification
— Unverified Graph-Based Uncertainty-Aware Self-Training with Stochastic Node Labeling Mar 26, 2025 Node Classification Pseudo Label
— Unverified Distributed Representation of Subgraphs Feb 22, 2017 Community Detection Node Classification
— Unverified 