Graph Neural Networks

Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension COLING 2020 Syntax-Aware Opinion Role Labeling with Dependency Graph Convolutional Networks ACL 2020 Taxonomy Construction of Unseen Domains via Graph-based Cross-Domain Knowledge Transfer ACL 2020 TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion EMNLP 2020 Tensor Graph Convolutional Networks for Text Classification AAAI 2020 The Dots Have Their Values: Exploiting the Node-Edge Connections in Graph-based Neural Models for Document-level Relation Extraction EMNLP 2020 The Emergence of Adversarial Communication in Multi-Agent Reinforcement Learning CoRL 2020 The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction CVPR 2020 The Graph-based Mutual Attentive Network for Automatic Diagnosis IJCAI 2020 The Logical Expressiveness of Graph Neural Networks ICLR 2020 Toward General Scene Graph: Integration of Visual Semantic Knowledge with Entity Synset Alignment ACL 2020 Towards Deeper Graph Neural Networks with Differentiable Group Normalization NeurIPS 2020 Towards High-Fidelity 3D Face Reconstruction From In-the-Wild Images Using Graph Convolutional Networks CVPR 2020 Towards More Practical Adversarial Attacks on Graph Neural Networks NeurIPS 2020 Towards Scale-Invariant Graph-related Problem Solving by Iterative Homogeneous GNNs NeurIPS 2020 Transductive Relation-Propagation Network for Few-shot Learning IJCAI 2020 Two-Stage Peer-Regularized Feature Recombination for Arbitrary Image Style Transfer CVPR 2020 Type-Aware Anchor Link Prediction across Heterogeneous Networks Based on Graph Attention Network AAAI 2020 Uncertainty-Aware Mesh Decoder for High Fidelity 3D Face Reconstruction CVPR 2020 Uncertainty Aware Semi-Supervised Learning on Graph Data NeurIPS 2020 Uncertainty-based Graph Convolutional Networks for Organ Segmentation Refinement MIDL 2020 Universal Function Approximation on Graphs NeurIPS 2020 Unsupervised Attributed Multiplex Network Embedding AAAI 2020 Using Speaker-Aligned Graph Memory Block in Multimodally Attentive Emotion Recognition Network Interspeech 2020 VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation CVPR 2020