Graph Neural Networks

RoSA: A Robust Self-Aligned Framework for Node-Node Graph Contrastive Learning IJCAI 2022 RSGT: Relational Structure Guided Temporal Relation Extraction COLING 2022 S3GC: Scalable Self-Supervised Graph Clustering NeurIPS 2022 SAIL: Self-Augmented Graph Contrastive Learning AAAI 2022 Scalable Deep Gaussian Markov Random Fields for General Graphs ICML 2022 Scientific Paper Extractive Summarization Enhanced by Citation Graphs EMNLP 2022 Score-based Generative Modeling of Graphs via the System of Stochastic Differential Equations ICML 2022 SE(3) Equivariant Graph Neural Networks with Complete Local Frames ICML 2022 Search to Pass Messages for Temporal Knowledge Graph Completion EMNLP 2022 Segment-Fusion: Hierarchical Context Fusion for Robust 3D Semantic Segmentation CVPR 2022 Self-Supervised Graph Neural Networks for Improved Electroencephalographic Seizure Analysis ICLR 2022 Self-supervised Graph Neural Networks for Multi-behavior Recommendation IJCAI 2022 Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing AAAI 2022 Self-supervised Heterogeneous Graph Pre-training Based on Structural Clustering NeurIPS 2022 Self-Supervised Learning of Visual Graph Matching ECCV 2022 Self-Supervised Representation Learning via Latent Graph Prediction ICML 2022 Semantic Dependency Parsing with Edge GNNs EMNLP 2022 Semantic Role Labeling as Dependency Parsing: Exploring Latent Tree Structures inside Arguments COLING 2022 Semantic Sentence Matching via Interacting Syntax Graphs COLING 2022 SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis EMNLP 2022 Semi-Supervised Generative Models for Multiagent Trajectories NeurIPS 2022 SGAT: Simplicial Graph Attention Network IJCAI 2022 SGTR: End-to-End Scene Graph Generation With Transformer CVPR 2022 SHINE: SubHypergraph Inductive Neural nEtwork NeurIPS 2022 SIGMA: Semantic-Complete Graph Matching for Domain Adaptive Object Detection CVPR 2022