Graph Neural Networks

Explainable Automated Graph Representation Learning with Hyperparameter Importance ICML 2021 Explainable Subgraph Reasoning for Forecasting on Temporal Knowledge Graphs ICLR 2021 Explicit Knowledge Incorporation for Visual Reasoning CVPR 2021 Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition ACL 2021 Explicit pairwise factorized graph neural network for semi-supervised node classification UAI 2021 Exploiting Edge-Oriented Reasoning for 3D Point-Based Scene Graph Analysis CVPR 2021 Exploiting Spiking Dynamics with Spatial-temporal Feature Normalization in Graph Learning IJCAI 2021 Exploration of Spatial and Temporal Modeling Alternatives for HOI WACV 2021 Expressive 1-Lipschitz Neural Networks for Robust Multiple Graph Learning against Adversarial Attacks ICML 2021 Expressive Power of Invariant and Equivariant Graph Neural Networks ICLR 2021 Fast End-to-End Learning on Protein Surfaces CVPR 2021 Federated Graph Classification over Non-IID Graphs NeurIPS 2021 Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021 Finding Needles in Heterogeneous Haystacks AAAI 2021 Fine-grained Temporal Relation Extraction with Ordered-Neuron LSTM and Graph Convolutional Networks EMNLP 2021 Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks AAAI 2021 FloorPlanCAD: A Large-Scale CAD Drawing Dataset for Panoptic Symbol Spotting ICCV 2021 From Canonical Correlation Analysis to Self-supervised Graph Neural Networks NeurIPS 2021 From Local Structures to Size Generalization in Graph Neural Networks ICML 2021 FS-Net: Fast Shape-Based Network for Category-Level 6D Object Pose Estimation With Decoupled Rotation Mechanism CVPR 2021 Fusing the Old with the New: Learning Relative Camera Pose with Geometry-Guided Uncertainty CVPR 2021 Fusion Learning Using Semantics and Graph Convolutional Network for Visual Food Recognition WACV 2021 GAEN: Graph Attention Evolving Networks IJCAI 2021 Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021 GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction AAAI 2021