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Graph Neural Networks

4,522 papers

Papers per year

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Papers

Entity Prediction in Knowledge Graphs with Joint Embeddings NAACL 2021
Hierarchical Graph Convolutional Networks for Jointly Resolving Cross-document Coreference of Entity and Event Mentions NAACL 2021
GENE: Global Event Network Embedding NAACL 2021
Learning Clause Representation from Dependency-Anchor Graph for Connective Prediction NAACL 2021
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset NAACL 2021
Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification NAACL 2021
Structural Realization with GGNNs NAACL 2021
GTN-ED: Event Detection Using Graph Transformer Networks NAACL 2021
Semi-Supervised Joint Estimation of Word and Document Readability NAACL 2021
Dorylus: Affordable, Scalable, and Accurate GNN Training with Distributed CPU Servers and Serverless Threads OSDI 2021
GNNAdvisor: An Adaptive and Efficient Runtime System for GNN Acceleration on GPUs OSDI 2021
P3: Distributed Deep Graph Learning at Scale OSDI 2021
Bayesian Deep Graph Matching for Correspondence Identification in Collaborative Perception RSS 2021
CLaC-np at SemEval-2021 Task 8: Dependency DGCNN SEMEVAL 2021
Unsupervised constrained community detection via self-expressive graph neural network UAI 2021
Generating adversarial examples with graph neural networks UAI 2021
Explicit pairwise factorized graph neural network for semi-supervised node classification UAI 2021
Towards a unified framework for fair and stable graph representation learning UAI 2021
Multi-Modal Reasoning Graph for Scene-Text Based Fine-Grained Image Classification and Retrieval WACV 2021
A Multi-Task Learning Approach for Human Activity Segmentation and Ergonomics Risk Assessment WACV 2021
Hyperrealistic Image Inpainting With Hypergraphs WACV 2021
Triangle-Net: Towards Robustness in Point Cloud Learning WACV 2021
Saliency Prediction With External Knowledge WACV 2021
AdarGCN: Adaptive Aggregation GCN for Few-Shot Learning WACV 2021
Exploration of Spatial and Temporal Modeling Alternatives for HOI WACV 2021