Graph Neural Networks

NM-Net: Mining Reliable Neighbors for Robust Feature Correspondences CVPR 2019 Node Embeddings for Graph Merging: Case of Knowledge Graph Construction EMNLP 2019 Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning CVPR 2019 Occlusion-Net: 2D/3D Occluded Keypoint Localization Using Graph Networks CVPR 2019 Octree Guided CNN With Spherical Kernels for 3D Point Clouds CVPR 2019 On the equivalence between graph isomorphism testing and function approximation with GNNs NeurIPS 2019 On the Role of Syntactic Graph Convolutions for Identifying and Classifying Argument Components AAAI 2019 Optimal Transport for structured data with application on graphs ICML 2019 Outlier Aware Network Embedding for Attributed Networks AAAI 2019 Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection IJCAI 2019 PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks ICLR 2019 Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation ICCV 2019 Position-aware Graph Neural Networks ICML 2019 Powerset Convolutional Neural Networks NeurIPS 2019 Prediction of Crowd Flow in City Complex with Missing Data ACML 2019 Predict then Propagate: Graph Neural Networks meet Personalized PageRank ICLR 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Provably Powerful Graph Networks NeurIPS 2019 PullNet: Open Domain Question Answering with Iterative Retrieval on Knowledge Bases and Text EMNLP 2019 Question Answering by Reasoning Across Documents with Graph Convolutional Networks NAACL 2019 Reasoning Visual Dialogs With Structural and Partial Observations CVPR 2019 Recurrent Kernel Networks NeurIPS 2019 Recurrent Space-time Graph Neural Networks NeurIPS 2019 Relational Action Forecasting CVPR 2019 Relational Pooling for Graph Representations ICML 2019