Graph Neural Networks

Hypergraph Convolutional Network for Multi-Hop Knowledge Base Question Answering (Student Abstract) AAAI 2020 Hyper-SAGNN: a self-attention based graph neural network for hypergraphs ICLR 2020 IGSQL: Database Schema Interaction Graph Based Neural Model for Context-Dependent Text-to-SQL Generation EMNLP 2020 Implicit Graph Neural Networks NeurIPS 2020 Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words COLING 2020 Improving Action Segmentation via Graph-Based Temporal Reasoning CVPR 2020 Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation EMNLP 2020 Improving Attention Mechanism in Graph Neural Networks via Cardinality Preservation IJCAI 2020 Independence Promoted Graph Disentangled Networks AAAI 2020 Inductive and Unsupervised Representation Learning on Graph Structured Objects ICLR 2020 Inductive Matrix Completion Based on Graph Neural Networks ICLR 2020 Inductive representation learning on temporal graphs ICLR 2020 InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization ICLR 2020 Infusing Knowledge into the Textual Entailment Task Using Graph Convolutional Networks AAAI 2020 Instance-Adaptive Graph for EEG Emotion Recognition AAAI 2020 Integrating Semantic and Structural Information with Graph Convolutional Network for Controversy Detection ACL 2020 Interferometric Graph Transform: a Deep Unsupervised Graph Representation ICML 2020 Is Graph Structure Necessary for Multi-hop Question Answering? EMNLP 2020 Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings NeurIPS 2020 JANE: Jointly Adversarial Network Embedding IJCAI 2020 JAX MD: A Framework for Differentiable Physics NeurIPS 2020 JBNU at MRP 2020: AMR Parsing Using a Joint State Model for Graph-Sequence Iterative Inference CoNLL 2020 JDD @ FinCausal 2020, Task 2: Financial Document Causality Detection COLING 2020 Joint Learning of the Graph and the Data Representation for Graph-Based Semi-Supervised Learning COLING 2020 Jointly Learning Aspect-Focused and Inter-Aspect Relations with Graph Convolutional Networks for Aspect Sentiment Analysis COLING 2020