Graph Neural Networks

Improving Zero-Shot Phrase Grounding via Reasoning on External Knowledge and Spatial Relations AAAI 2022 Independent SE(3)-Equivariant Models for End-to-End Rigid Protein Docking ICLR 2022 Inductive Logical Query Answering in Knowledge Graphs NeurIPS 2022 Inductive Relation Prediction Using Analogy Subgraph Embeddings ICLR 2022 Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations EMNLP 2022 InfoGCN: Representation Learning for Human Skeleton-Based Action Recognition CVPR 2022 Information Augmentation for Few-shot Node Classification IJCAI 2022 Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels ICLR 2022 Initializing Then Refining: A Simple Graph Attribute Imputation Network IJCAI 2022 IntentVizor: Towards Generic Query Guided Interactive Video Summarization CVPR 2022 Interaction Modeling with Multiplex Attention NeurIPS 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 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 Joint Learning-based Heterogeneous Graph Attention Network for Timeline Summarization NAACL 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 KerGNNs: Interpretable Graph Neural Networks with Graph Kernels AAAI 2022 Keypoint Message Passing for Video-Based Person Re-identification AAAI 2022 KG-FiD: Infusing Knowledge Graph in Fusion-in-Decoder for Open-Domain Question Answering ACL 2022