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Graph Neural Networks

4495 directly classified papers

Papers per year

Papers

Dynamic Hypergraph Neural Networks IJCAI 2019
iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow IJCAI 2019
Extrapolating Paths with Graph Neural Networks IJCAI 2019
Variational Graph Embedding and Clustering with Laplacian Eigenmaps IJCAI 2019
Entity Alignment for Cross-lingual Knowledge Graph with Graph Convolutional Networks IJCAI 2019
GCN-LASE: Towards Adequately Incorporating Link Attributes in Graph Convolutional Networks IJCAI 2019
Representing Schema Structure with Graph Neural Networks for Text-to-SQL Parsing ACL 2019
Graph-based Dependency Parsing with Graph Neural Networks ACL 2019
Graph convolutional networks for exploring authorship hypotheses NAACL 2019
Multi-Channel Graph Neural Network for Entity Alignment ACL 2019
GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification ACL 2019
Matching Article Pairs with Graphical Decomposition and Convolutions ACL 2019
Long-tail Relation Extraction via Knowledge Graph Embeddings and Graph Convolution Networks NAACL 2019
Twitter Homophily: Network Based Prediction of User’s Occupation ACL 2019
Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks ACL 2019
Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension ACL 2019
Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model ACL 2019
An Empirical Investigation of Structured Output Modeling for Graph-based Neural Dependency Parsing ACL 2019
A Neural Graph-based Approach to Verbal MWE Identification ACL 2019
Compositional Fairness Constraints for Graph Embeddings ICML 2019
Distributed, Egocentric Representations of Graphs for Detecting Critical Structures ICML 2019
GeoNet: Deep Geodesic Networks for Point Cloud Analysis CVPR 2019
Skeleton-Based Action Recognition With Directed Graph Neural Networks CVPR 2019
Object-Aware Aggregation With Bidirectional Temporal Graph for Video Captioning CVPR 2019
Exploiting Edge Features for Graph Neural Networks CVPR 2019