Graph Neural Networks

Gauge Equivariant Mesh CNNs: Anisotropic convolutions on geometric graphs ICLR 2021 GDPNet: Refining Latent Multi-View Graph for Relation Extraction AAAI 2021 GemNet: Universal Directional Graph Neural Networks for Molecules NeurIPS 2021 GENE: Global Event Network Embedding NAACL 2021 Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances AAAI 2021 Generating adversarial examples with graph neural networks UAI 2021 Generating Landmark Navigation Instructions from Maps as a Graph-to-Text Problem ACL 2021 Generative Causal Explanations for Graph Neural Networks ICML 2021 Geo-BERT Pre-training Model for Query Rewriting in POI Search EMNLP 2021 Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition ICCV 2021 GeomNet: A Neural Network Based on Riemannian Geometries of SPD Matrix Space and Cholesky Space for 3D Skeleton-Based Interaction Recognition ICCV 2021 GeoMol: Torsional Geometric Generation of Molecular 3D Conformer Ensembles NeurIPS 2021 GLaRA: Graph-based Labeling Rule Augmentation for Weakly Supervised Named Entity Recognition EACL 2021 GLSearch: Maximum Common Subgraph Detection via Learning to Search ICML 2021 GM-MLIC: Graph Matching based Multi-Label Image Classification IJCAI 2021 GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021 GNNAutoScale: Scalable and Expressive Graph Neural Networks via Historical Embeddings ICML 2021 GP-S3Net: Graph-Based Panoptic Sparse Semantic Segmentation Network ICCV 2021 GraghVQA: Language-Guided Graph Neural Networks for Graph-based Visual Question Answering NAACL 2021 GRAND: Graph Neural Diffusion ICML 2021 Graph Adversarial Self-Supervised Learning NeurIPS 2021 Graph Attention Networks for Anti-Spoofing Interspeech 2021 Graph Attention Tracking CVPR 2021 Graph-Based 3D Multi-Person Pose Estimation Using Multi-View Images ICCV 2021 Graph-Based Asynchronous Event Processing for Rapid Object Recognition ICCV 2021