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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

G-TAD: Sub-Graph Localization for Temporal Action Detection CVPR 2020
Synonym Knowledge Enhanced Reader for Chinese Idiom Reading Comprehension COLING 2020
A Tale of Two Linkings: Dynamically Gating between Schema Linking and Structural Linking for Text-to-SQL Parsing COLING 2020
Modelling Long-distance Node Relations for KBQA with Global Dynamic Graph COLING 2020
Document-level Relation Extraction with Dual-tier Heterogeneous Graph COLING 2020
Exploiting Node Content for Multiview Graph Convolutional Network and Adversarial Regularization COLING 2020
Improving Abstractive Dialogue Summarization with Graph Structures and Topic Words COLING 2020
Heterogeneous Graph Neural Networks to Predict What Happen Next COLING 2020
Parsing into Variable-in-situ Logico-Semantic Graphs ACL 2020
Heterogeneous Graph Neural Networks for Extractive Document Summarization ACL 2020
AMR Parsing with Latent Structural Information ACL 2020
VectorNet: Encoding HD Maps and Agent Dynamics From Vectorized Representation CVPR 2020
Adaptive Hierarchical Down-Sampling for Point Cloud Classification CVPR 2020
Improving Action Segmentation via Graph-Based Temporal Reasoning CVPR 2020
Sequential Motif Profiles and Topological Plots for Offline Signature Verification CVPR 2020
Context Aware Graph Convolution for Skeleton-Based Action Recognition CVPR 2020
Learning Visual Motion Segmentation Using Event Surfaces CVPR 2020
Graph-Guided Architecture Search for Real-Time Semantic Segmentation CVPR 2020
DeepWeave: Accelerating Job Completion Time with Deep Reinforcement Learning-based Coflow Scheduling IJCAI 2020
Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution CVPR 2020
HOPE-Net: A Graph-Based Model for Hand-Object Pose Estimation CVPR 2020
Spatio-Temporal Graph for Video Captioning With Knowledge Distillation CVPR 2020
Learning to Cluster Faces via Confidence and Connectivity Estimation CVPR 2020
DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes CVPR 2020
Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks AAAI 2020