Representation Learning

Graphite: Iterative Generative Modeling of Graphs ICML 2019 Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance ICML 2019 Graph Neural Tangent Kernel: Fusing Graph Neural Networks with Graph Kernels NeurIPS 2019 Graph Normalizing Flows NeurIPS 2019 Graph Pattern Entity Ranking Model for Knowledge Graph Completion NAACL 2019 Graph Reduction with Spectral and Cut Guarantees JMLR 2019 GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction ACL 2019 Graph Structured Prediction Energy Networks NeurIPS 2019 Graph to Graph: a Topology Aware Approach for Graph Structures Learning and Generation AISTATS 2019 Graph Transformer Networks NeurIPS 2019 Graph U-Nets ICML 2019 Greedy Orthogonal Pivoting Algorithm for Non-Negative Matrix Factorization ICML 2019 Greedy Structure Learning of Hierarchical Compositional Models CVPR 2019 Group-based Learning of Disentangled Representations with Generalizability for Novel Contents IJCAI 2019 GSI-UPM at SemEval-2019 Task 5: Semantic Similarity and Word Embeddings for Multilingual Detection of Hate Speech Against Immigrants and Women on Twitter SemEval 2019 Harry Potter and the Action Prediction Challenge from Natural Language NAACL 2019 Heterogeneous Attributed Network Embedding with Graph Convolutional Networks AAAI 2019 Heterogeneous Graph Learning for Visual Commonsense Reasoning NeurIPS 2019 Heterogeneous Graph Matching Networks for Unknown Malware Detection IJCAI 2019 Heuristic Search Algorithm for Dimensionality Reduction Optimally Combining Feature Selection and Feature Extraction AAAI 2019 Hey Siri. Ok Google. Alexa: A topic modeling of user reviews for smart speakers EMNLP 2019 Hierarchical Attention Network for Image Captioning AAAI 2019 Hierarchical Context Enabled Recurrent Neural Network for Recommendation AAAI 2019 Hierarchical Deep Learning for Arabic Dialect Identification ACL 2019 Hierarchical Diffusion Attention Network IJCAI 2019