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— Unverified 0Hyperbolic Graph Neural Networks at Scale: A Meta Learning Approach Oct 29, 2023 Inductive Bias Link Prediction
— Unverified 0Hyperbolic Heterogeneous Graph Attention Networks Apr 15, 2024 Clustering Graph Attention
— Unverified 0Hyperedge Modeling in Hypergraph Neural Networks by using Densest Overlapping Subgraphs Sep 16, 2024 Graph Clustering Node Classification
— Unverified 0HyperGCL: Multi-Modal Graph Contrastive Learning via Learnable Hypergraph Views Feb 18, 2025 Attribute Contrastive Learning
— Unverified 0Hypergraph-Based Dynamic Graph Node Classification Dec 29, 2024 Classification Node Classification
— Unverified 0Hypergraph Convolution and Hypergraph Attention Jan 23, 2019 Graph Neural Network Node Classification
— Unverified 0Training-Free Message Passing for Learning on Hypergraphs Feb 8, 2024 Classification Hyperedge Prediction
— Unverified 0HyperMagNet: A Magnetic Laplacian based Hypergraph Neural Network Feb 15, 2024 Node Classification
— Unverified 0Identifying Illicit Accounts in Large Scale E-payment Networks -- A Graph Representation Learning Approach Jun 13, 2019 Graph Embedding Graph Mining
— Unverified 0ID-MixGCL: Identity Mixup for Graph Contrastive Learning Apr 20, 2023 Contrastive Learning Graph Classification
— Unverified 0I-GCN: Robust Graph Convolutional Network via Influence Mechanism Dec 11, 2020 Node Classification
— Unverified 0Imbalanced Node Classification Beyond Homophilic Assumption Apr 28, 2023 Classification Node Classification
— Unverified 0Imbalanced Node Processing Method in Graph Neural Network Classification Task Sep 18, 2022 Classification Graph Neural Network
— Unverified 0ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification May 23, 2022 Classification Contrastive Learning
— Unverified 0IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs Nov 17, 2024 Domain Adaptation Graph Learning
— Unverified 0Implicit Kernel Attention Jun 11, 2020 Graph Attention Node Classification
— Unverified 0Implicit vs Unfolded Graph Neural Networks Nov 12, 2021 Graph Attention Node Classification
— Unverified 0Improved Deep Embeddings for Inferencing with Multi-Layered Networks Sep 20, 2018 Community Detection Link Prediction
— Unverified 0Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Jul 15, 2024 Few-Shot Image Classification image-classification
— Unverified 0HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network Nov 10, 2019 General Classification Graph Neural Network
— Unverified 0Improving Node Representation by Boosting Target-Aware Contrastive Loss Oct 4, 2024 Contrastive Learning Link Prediction
— Unverified 0Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling Jul 20, 2019 Graph Embedding Network Embedding
— Unverified 0Incremental Learning on Growing Graphs Jan 1, 2021 Graph Learning Incremental Learning
— Unverified 0Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks Feb 19, 2020 General Classification Node Classification
— Unverified 0Inductive Graph Embeddings through Locality Encodings Sep 26, 2020 Language Modeling Language Modelling
— Unverified 0Inductive Graph Few-shot Class Incremental Learning Nov 11, 2024 class-incremental learning Class Incremental Learning
— Unverified 0Inductive Linear Probing for Few-shot Node Classification Jun 14, 2023 Classification Few-Shot Learning
— Unverified 0Inductive Lottery Ticket Learning for Graph Neural Networks Sep 29, 2021 Graph Classification Node Classification
— Unverified 0Infant Cry Classification with Graph Convolutional Networks Jan 31, 2021 Classification Diversity
— Unverified 0Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs Jun 24, 2024 Graph Representation Learning Inductive Bias
— Unverified 0Informative Pseudo-Labeling for Graph Neural Networks with Few Labels Jan 20, 2022 Informativeness Node Classification
— Unverified 0Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning May 15, 2025 Contrastive Learning Graph Learning
— Unverified 0InstantEmbedding: Efficient Local Node Representations Oct 14, 2020 Link Prediction Node Classification
— Unverified 0Mixed Graph Contrastive Network for Semi-Supervised Node Classification Jun 6, 2022 Classification Contrastive Learning
— Unverified 0Interpreting and Understanding Graph Convolutional Neural Network using Gradient-based Attribution Method Mar 9, 2019 Few-Shot Learning Node Classification
— Unverified 0Investigating Extensions to Random Walk Based Graph Embedding Feb 17, 2020 Graph Embedding Link Prediction
— Unverified 0Investigating Transfer Learning in Graph Neural Networks Feb 1, 2022 Classification Graph Classification
— Unverified 0Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification? Sep 12, 2021 Inductive Bias Node Classification
— Unverified 0Is Heterophily A Real Nightmare For Graph Neural Networks on Performing Node Classification? Sep 29, 2021 Inductive Bias Node Classification
— Unverified 0Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification? May 21, 2021 Inductive Bias Node Classification
— Unverified 0Is Homophily a Necessity for Graph Neural Networks? Jun 11, 2021 Node Classification
— Unverified 0Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning Dec 9, 2023 Graph Classification Graph Learning
— Unverified 0Iterated graph neural network system Jan 1, 2021 Graph Neural Network Node Classification
— Unverified 0Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations Mar 12, 2024 Graph Learning Graph Neural Network
— Unverified 0JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms Jan 16, 2021 AutoML Link Prediction
— Unverified 0Joint Learning of Hierarchical Community Structure and Node Representations: An Unsupervised Approach Jan 22, 2022 Graph Representation Learning Link Prediction
— Unverified 0Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs Oct 22, 2020 General Classification Node Classification
— Unverified 0JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks Oct 12, 2022 Active Learning Graph Mining
— Unverified 0Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks Apr 9, 2019 General Classification Node Classification
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