← Architectures
Deep Learning › Architectures ›

Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020
Collaborative Graph Convolutional Networks: Unsupervised Learning Meets Semi-Supervised Learning AAAI 2020
Co-GCN for Multi-View Semi-Supervised Learning AAAI 2020
Unsupervised Attributed Multiplex Network Embedding AAAI 2020
Deep Message Passing on Sets AAAI 2020
Multi-Label Patent Categorization with Non-Local Attention-Based Graph Convolutional Network AAAI 2020
Knowledge and Cross-Pair Pattern Guided Semantic Matching for Question Answering AAAI 2020
Graph LSTM with Context-Gated Mechanism for Spoken Language Understanding AAAI 2020
Relational Graph Neural Network with Hierarchical Attention for Knowledge Graph Completion AAAI 2020
Point2Node: Correlation Learning of Dynamic-Node for Point Cloud Feature Modeling AAAI 2020
GTC: Guided Training of CTC towards Efficient and Accurate Scene Text Recognition AAAI 2020
Location-Aware Graph Convolutional Networks for Video Question Answering AAAI 2020
Relational Prototypical Network for Weakly Supervised Temporal Action Localization AAAI 2020
DGCN: Dynamic Graph Convolutional Network for Efficient Multi-Person Pose Estimation AAAI 2020
A Proposal-Based Approach for Activity Image-to-Video Retrieval AAAI 2020
Facial Action Unit Intensity Estimation via Semantic Correspondence Learning with Dynamic Graph Convolution AAAI 2020
When Radiology Report Generation Meets Knowledge Graph AAAI 2020
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification IJCAI 2020
Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract) AAAI 2020
Graph-Propagation Based Correlation Learning for Weakly Supervised Fine-Grained Image Classification AAAI 2020
Relation-Aware Pedestrian Attribute Recognition with Graph Convolutional Networks AAAI 2020
Part-Level Graph Convolutional Network for Skeleton-Based Action Recognition AAAI 2020
Grapy-ML: Graph Pyramid Mutual Learning for Cross-Dataset Human Parsing AAAI 2020
Storytelling from an Image Stream Using Scene Graphs AAAI 2020
GraphER: Token-Centric Entity Resolution with Graph Convolutional Neural Networks AAAI 2020