Graph Neural Networks

GraLSP: Graph Neural Networks with Local Structural Patterns AAAI 2020 Graph Attention Network with Memory Fusion for Aspect-level Sentiment Analysis AACL 2020 Graph Contrastive Learning with Augmentations NeurIPS 2020 Graph Convolutional Networks with Markov Random Field Reasoning for Social Spammer Detection AAAI 2020 Graph Convolutions over Constituent Trees for Syntax-Aware Semantic Role Labeling EMNLP 2020 GraphDialog: Integrating Graph Knowledge into End-to-End Task-Oriented Dialogue Systems EMNLP 2020 Graph Filtration Learning ICML 2020 Graph-Hist: Graph Classification from Latent Feature Histograms with Application to Bot Detection AAAI 2020 Graph Homomorphism Convolution ICML 2020 Graph Representation Learning via Ladder Gamma Variational Autoencoders AAAI 2020 GSSNN: Graph Smoothing Splines Neural Networks AAAI 2020 Haar Graph Pooling ICML 2020 Handling Missing Data with Graph Representation Learning NeurIPS 2020 High-Order Information Matters: Learning Relation and Topology for Occluded Person Re-Identification CVPR 2020 Hindi-English Hate Speech Detection: Author Profiling, Debiasing, and Practical Perspectives AAAI 2020 Hybrid Models for Learning to Branch NeurIPS 2020 Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020 IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020 Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020 Improving Out-of-Scope Detection in Intent Classification by Using Embeddings of the Word Graph Space of the Classes EMNLP 2020 Inferring Degrees from Incomplete Networks and Nonlinear Dynamics IJCAI 2020 Interpreting Twitter User Geolocation ACL 2020 Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020 Iterative Context-Aware Graph Inference for Visual Dialog CVPR 2020 KinGDOM: Knowledge-Guided DOMain Adaptation for Sentiment Analysis ACL 2020