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graph neural network

4,589 papers

GNNS GNN

Papers

Initializing Then Refining: A Simple Graph Attribute Imputation Network IJCAI 2022 Interpretable and Generalizable Graph Learning via Stochastic Attention Mechanism ICML 2022 IRRGN: An Implicit Relational Reasoning Graph Network for Multi-turn Response Selection EMNLP 2022 Is Homophily a Necessity for Graph Neural Networks? ICLR 2022 Iterative Refinement Graph Neural Network for Antibody Sequence-Structure Co-design ICLR 2022 Iterative Structural Inference of Directed Graphs NeurIPS 2022 JoinABLe: Learning Bottom-Up Assembly of Parametric CAD Joints CVPR 2022 Joint 3D Object Detection and Tracking Using Spatio-Temporal Representation of Camera Image and LiDAR Point Clouds AAAI 2022 Joint Deep Multi-Graph Matching and 3D Geometry Learning from Inhomogeneous 2D Image Collections AAAI 2022 JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering NAACL 2022 Joint Multilingual Knowledge Graph Completion and Alignment EMNLP 2022 KCD: Knowledge Walks and Textual Cues Enhanced Political Perspective Detection in News Media NAACL 2022 KE-GCL: Knowledge Enhanced Graph Contrastive Learning for Commonsense Question Answering EMNLP 2022 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022 Knowledge Distillation Improves Graph Structure Augmentation for Graph Neural Networks NeurIPS 2022 Label-invariant Augmentation for Semi-Supervised Graph Classification NeurIPS 2022 Label Relation Graphs Enhanced Hierarchical Residual Network for Hierarchical Multi-Granularity Classification CVPR 2022 Large-Scale Graph Neural Architecture Search ICML 2022 Large-Scale Representation Learning on Graphs via Bootstrapping ICLR 2022 Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank ACML 2022 Learnable Dependency-based Double Graph Structure for Aspect-based Sentiment Analysis COLING 2022 Learning 3D Representations of Molecular Chirality with Invariance to Bond Rotations ICLR 2022 Learning and Evaluating Character Representations in Novels ACL 2022 Learning Articulated Rigid Body Dynamics with Lagrangian Graph Neural Network NeurIPS 2022