← Core Methods
Machine Learning › Core Methods ›

Graph Neural Networks

1127 directly classified papers

Papers per year

Papers

Discontinuous Named Entity Recognition as Maximal Clique Discovery ACL 2021
Integrating Semantics and Neighborhood Information with Graph-Driven Generative Models for Document Retrieval ACL 2021
Psycholinguistic Tripartite Graph Network for Personality Detection ACL 2021
Graph Mixture Density Networks ICML 2021
Lipschitz normalization for self-attention layers with application to graph neural networks ICML 2021
Weisfeiler and Lehman Go Topological: Message Passing Simplicial Networks ICML 2021
GLSearch: Maximum Common Subgraph Detection via Learning to Search ICML 2021
Sequential Graph Convolutional Network for Active Learning CVPR 2021
Graph-Based High-Order Relation Discovery for Fine-Grained Recognition CVPR 2021
Context Modeling in 3D Human Pose Estimation: A Unified Perspective CVPR 2021
BRepNet: A Topological Message Passing System for Solid Models CVPR 2021
Keypoint-Graph-Driven Learning Framework for Object Pose Estimation CVPR 2021
A Hyperbolic-to-Hyperbolic Graph Convolutional Network CVPR 2021
Quantifying Explainers of Graph Neural Networks in Computational Pathology CVPR 2021
The Future is not One-dimensional: Complex Event Schema Induction by Graph Modeling for Event Prediction EMNLP 2021
Classifying Dyads for Militarized Conflict Analysis EMNLP 2021
A Semantic Filter Based on Relations for Knowledge Graph Completion EMNLP 2021
Identifying Morality Frames in Political Tweets using Relational Learning EMNLP 2021
Rumor Detection on Twitter with Claim-Guided Hierarchical Graph Attention Networks EMNLP 2021
RelDiff: Enriching Knowledge Graph Relation Representations for Sensitivity Classification EMNLP 2021
The FairyNet Corpus - Character Networks for German Fairy Tales EMNLP 2021
Unlimited Neighborhood Interaction for Heterogeneous Trajectory Prediction ICCV 2021
Heterogeneous Relational Complement for Vehicle Re-Identification ICCV 2021
Learning To Match Features With Seeded Graph Matching Network ICCV 2021
Modulated Graph Convolutional Network for 3D Human Pose Estimation ICCV 2021