graph neural network

A Simple Temporal Information Matching Mechanism for Entity Alignment between Temporal Knowledge Graphs COLING 2022 Association Graph Learning for Multi-Task Classification with Category Shifts NeurIPS 2022 A Survey of Automatic Text Summarization Using Graph Neural Networks COLING 2022 A Theoretical Comparison of Graph Neural Network Extensions ICML 2022 Attention and Edge-Label Guided Graph Convolutional Networks for Named Entity Recognition EMNLP 2022 Attributable Visual Similarity Learning CVPR 2022 AttWalk: Attentive Cross-Walks for Deep Mesh Analysis WACV 2022 A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction NAACL 2022 Augmentation-Free Self-Supervised Learning on Graphs AAAI 2022 Augmentations in Hypergraph Contrastive Learning: Fabricated and Generative NeurIPS 2022 AutoCoG: A Unified Data-Model Co-Search Framework for Graph Neural Networks AutoML 2022 AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators AAAI 2022 AutoLink: Self-supervised Learning of Human Skeletons and Object Outlines by Linking Keypoints NeurIPS 2022 Automated Self-Supervised Learning for Graphs ICLR 2022 Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings COLING 2022 Automatic Relation-Aware Graph Network Proliferation CVPR 2022 A Variational Edge Partition Model for Supervised Graph Representation Learning NeurIPS 2022 Bag Graph: Multiple Instance Learning Using Bayesian Graph Neural Networks AAAI 2022 Bag-of-Words vs. Graph vs. Sequence in Text Classification: Questioning the Necessity of Text-Graphs and the Surprising Strength of a Wide MLP ACL 2022 Bandits for Structure Perturbation-Based Black-Box Attacks To Graph Neural Networks With Theoretical Guarantees CVPR 2022 Batch Active Learning with Graph Neural Networks via Multi-Agent Deep Reinforcement Learning AAAI 2022 Beyond GNNs: An Efficient Architecture for Graph Problems AAAI 2022 Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network IJCAI 2022 Beyond Real-world Benchmark Datasets: An Empirical Study of Node Classification with GNNs NeurIPS 2022 Biological Instance Segmentation with a Superpixel-Guided Graph IJCAI 2022