ImGCL: Revisiting Graph Contrastive Learning on Imbalanced Node Classification May 23, 2022 Classification Contrastive Learning
— Unverified 0 IMPaCT GNN: Imposing invariance with Message Passing in Chronological split Temporal Graphs Nov 17, 2024 Domain Adaptation Graph Learning
— Unverified 0 Implicit Kernel Attention Jun 11, 2020 Graph Attention Node Classification
— Unverified 0 Implicit vs Unfolded Graph Neural Networks Nov 12, 2021 Graph Attention Node Classification
— Unverified 0 Improved Deep Embeddings for Inferencing with Multi-Layered Networks Sep 20, 2018 Community Detection Link Prediction
— Unverified 0 Improving Hyperbolic Representations via Gromov-Wasserstein Regularization Jul 15, 2024 Few-Shot Image Classification image-classification
— Unverified 0 HighwayGraph: Modelling Long-distance Node Relations for Improving General Graph Neural Network Nov 10, 2019 General Classification Graph Neural Network
— Unverified 0 Improving Node Representation by Boosting Target-Aware Contrastive Loss Oct 4, 2024 Contrastive Learning Link Prediction
— Unverified 0 Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling Jul 20, 2019 Graph Embedding Network Embedding
— Unverified 0 Incremental Learning on Growing Graphs Jan 1, 2021 Graph Learning Incremental Learning
— Unverified 0 Indirect Adversarial Attacks via Poisoning Neighbors for Graph Convolutional Networks Feb 19, 2020 General Classification Node Classification
— Unverified 0 Inductive Graph Embeddings through Locality Encodings Sep 26, 2020 Language Modeling Language Modelling
— Unverified 0 Inductive Graph Few-shot Class Incremental Learning Nov 11, 2024 class-incremental learning Class Incremental Learning
— Unverified 0 Inductive Linear Probing for Few-shot Node Classification Jun 14, 2023 Classification Few-Shot Learning
— Unverified 0 Inductive Lottery Ticket Learning for Graph Neural Networks Sep 29, 2021 Graph Classification Node Classification
— Unverified 0 Infant Cry Classification with Graph Convolutional Networks Jan 31, 2021 Classification Diversity
— Unverified 0 Inference of Sequential Patterns for Neural Message Passing in Temporal Graphs Jun 24, 2024 Graph Representation Learning Inductive Bias
— Unverified 0 Informative Pseudo-Labeling for Graph Neural Networks with Few Labels Jan 20, 2022 Informativeness Node Classification
— Unverified 0 Instance-Prototype Affinity Learning for Non-Exemplar Continual Graph Learning May 15, 2025 Contrastive Learning Graph Learning
— Unverified 0 InstantEmbedding: Efficient Local Node Representations Oct 14, 2020 Link Prediction Node Classification
— Unverified 0 Mixed Graph Contrastive Network for Semi-Supervised Node Classification Jun 6, 2022 Classification Contrastive Learning
— Unverified 0 Interpreting and Understanding Graph Convolutional Neural Network using Gradient-based Attribution Method Mar 9, 2019 Few-Shot Learning Node Classification
— Unverified 0 Investigating Extensions to Random Walk Based Graph Embedding Feb 17, 2020 Graph Embedding Link Prediction
— Unverified 0 Investigating Transfer Learning in Graph Neural Networks Feb 1, 2022 Classification Graph Classification
— Unverified 0 Is Heterophily A Real Nightmare For Graph Neural Networks To Do Node Classification? Sep 12, 2021 Inductive Bias Node Classification
— Unverified 0 Is Heterophily A Real Nightmare For Graph Neural Networks on Performing Node Classification? Sep 29, 2021 Inductive Bias Node Classification
— Unverified 0 Is Heterophily A Real Nightmare For Graph Neural Networks Performing Node Classification? May 21, 2021 Inductive Bias Node Classification
— Unverified 0 Is Homophily a Necessity for Graph Neural Networks? Jun 11, 2021 Node Classification
— Unverified 0 Isomorphic-Consistent Variational Graph Auto-Encoders for Multi-Level Graph Representation Learning Dec 9, 2023 Graph Classification Graph Learning
— Unverified 0 Iterated graph neural network system Jan 1, 2021 Graph Neural Network Node Classification
— Unverified 0 Iterative Graph Neural Network Enhancement via Frequent Subgraph Mining of Explanations Mar 12, 2024 Graph Learning Graph Neural Network
— Unverified 0 JITuNE: Just-In-Time Hyperparameter Tuning for Network Embedding Algorithms Jan 16, 2021 AutoML Link Prediction
— Unverified 0 Joint Learning of Hierarchical Community Structure and Node Representations: An Unsupervised Approach Jan 22, 2022 Graph Representation Learning Link Prediction
— Unverified 0 Joint Use of Node Attributes and Proximity for Semi-Supervised Classification on Graphs Oct 22, 2020 General Classification Node Classification
— Unverified 0 JuryGCN: Quantifying Jackknife Uncertainty on Graph Convolutional Networks Oct 12, 2022 Active Learning Graph Mining
— Unverified 0 Just Jump: Dynamic Neighborhood Aggregation in Graph Neural Networks Apr 9, 2019 General Classification Node Classification
— Unverified 0 KG-Hub -- Building and Exchanging Biological Knowledge Graphs Jan 31, 2023 Knowledge Graphs Link Prediction
— Unverified 0 KMF: Knowledge-Aware Multi-Faceted Representation Learning for Zero-Shot Node Classification Aug 15, 2023 Node Classification Representation Learning
— Unverified 0 Knowledge Enhanced Graph Neural Networks for Graph Completion Mar 27, 2023 Graph Attention Graph Neural Network
— Unverified 0 Knowledge Graphs and Knowledge Networks: The Story in Brief Mar 7, 2020 Knowledge Graphs Link Prediction
— Unverified 0 Knowledge Probing for Graph Representation Learning Aug 7, 2024 Graph Classification Graph Learning
— Unverified 0 Kolmogorov-Arnold Graph Neural Networks Jun 26, 2024 Decision Making Graph Classification
— Unverified 0 Label-Aware Graph Convolutional Networks Jul 10, 2019 Classification General Classification
— Unverified 0 Label-Consistency based Graph Neural Networks for Semi-supervised Node Classification Jul 27, 2020 Classification General Classification
— Unverified 0 Label-informed Graph Structure Learning for Node Classification Aug 10, 2021 Classification Graph structure learning
— Unverified 0 Label-Only Membership Inference Attack against Node-Level Graph Neural Networks Jul 27, 2022 Graph Classification Inference Attack
— Unverified 0 Label Propagation across Graphs: Node Classification using Graph Neural Tangent Kernels Oct 7, 2021 Node Classification
— Unverified 0 How to Make LLMs Strong Node Classifiers? Oct 3, 2024 Graph Learning Node Classification
— Unverified 0 SaVe-TAG: Semantic-aware Vicinal Risk Minimization for Long-Tailed Text-Attributed Graphs Oct 22, 2024 Classification Data Augmentation
— Unverified 0 Large Language Model Meets Graph Neural Network in Knowledge Distillation Feb 8, 2024 Contrastive Learning Graph Attention
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