Graph Neural Networks

Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs IJCAI 2019 Relation Parsing Neural Network for Human-Object Interaction Detection ICCV 2019 Representation Learning on Graphs: A Reinforcement Learning Application AISTATS 2019 Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing ACL 2019 Rescoring Keyword Search Confidence Estimates with Graph-Based Re-Ranking Using Acoustic Word Embeddings Interspeech 2019 Rethinking Kernel Methods for Node Representation Learning on Graphs NeurIPS 2019 Rethinking Knowledge Graph Propagation for Zero-Shot Learning CVPR 2019 Retrosynthesis Prediction with Conditional Graph Logic Network NeurIPS 2019 Reviews Meet Graphs: Enhancing User and Item Representations for Recommendation with Hierarchical Attentive Graph Neural Network EMNLP 2019 Risk Assessment for Networked-guarantee Loans Using High-order Graph Attention Representation IJCAI 2019 Robust Embedding with Multi-Level Structures for Link Prediction IJCAI 2019 Robust Graph Embedding with Noisy Link Weights AISTATS 2019 Scalable graph-based method for individual named entity identification EMNLP 2019 Scan2Mesh: From Unstructured Range Scans to 3D Meshes CVPR 2019 Self-Attention Graph Pooling ICML 2019 Semantic Graph Convolutional Networks for 3D Human Pose Regression CVPR 2019 Semantic Relationships Guided Representation Learning for Facial Action Unit Recognition AAAI 2019 Semi-Implicit Graph Variational Auto-Encoders NeurIPS 2019 Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model EMNLP 2019 Semi-Supervised Learning With Graph Learning-Convolutional Networks CVPR 2019 Session-Based Recommendation with Graph Neural Networks AAAI 2019 Simplifying Graph Convolutional Networks ICML 2019 Skeleton-Based Action Recognition With Directed Graph Neural Networks CVPR 2019 SNAP-BATNET: Cascading Author Profiling and Social Network Graphs for Suicide Ideation Detection on Social Media NAACL 2019 Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks NeurIPS 2019