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Papers
LEARNING GUARANTEES FOR GRAPH CONVOLUTIONAL NETWORKS ON THE STOCHASTIC BLOCK MODEL
ICLR 2022
Learning Reasoning Patterns for Relational Triple Extraction with Mutual Generation of Text and Graph
ACL 2022
Learning Scenario Representation for Solving Two-stage Stochastic Integer Programs
ICLR 2022
Learning to Detect 3D Facial Landmarks via Heatmap Regression with Graph Convolutional Network
AAAI 2022
Leveraging Dependency Grammar for Fine-Grained Offensive Language Detection using Graph Convolutional Networks
NAACL 2022
LiGCN: Label-interpretable Graph Convolutional Networks for Multi-label Text Classification
NAACL 2022
Low-Pass Graph Convolutional Network for Recommendation
AAAI 2022
MotionAug: Augmentation With Physical Correction for Human Motion Prediction
CVPR 2022
Multi-Modal Sarcasm Detection via Cross-Modal Graph Convolutional Network
ACL 2022
Natural Language Inference with Self-Attention for Veracity Assessment of Pandemic Claims
NAACL 2022
Node-Aligned Graph Convolutional Network for Whole-Slide Image Representation and Classification
CVPR 2022
Node Feature Kernels Increase Graph Convolutional Network Robustness
AISTATS 2022
Old can be Gold: Better Gradient Flow can Make Vanilla-GCNs Great Again
NeurIPS 2022
pathGCN: Learning General Graph Spatial Operators from Paths
ICML 2022
PipeGCN: Efficient Full-Graph Training of Graph Convolutional Networks with Pipelined Feature Communication
ICLR 2022
Post-OCR Paragraph Recognition by Graph Convolutional Networks
WACV 2022
Powerful Graph Convolutional Networks with Adaptive Propagation Mechanism for Homophily and Heterophily
AAAI 2022
Practical Fixed-Parameter Algorithms for Defending Active Directory Style Attack Graphs
AAAI 2022
Revisiting Skeleton-Based Action Recognition
CVPR 2022
Single-Shot Dense Active Stereo With Pixel-Wise Phase Estimation Based on Grid-Structure Using CNN and Correspondence Estimation Using GCN
WACV 2022
Span Classification with Structured Information for Disfluency Detection in Spoken Utterances
Interspeech 2022
Spatio-Temporal Gating-Adjacency GCN for Human Motion Prediction
CVPR 2022
Spiking Graph Convolutional Networks
IJCAI 2022
SSEGCN: Syntactic and Semantic Enhanced Graph Convolutional Network for Aspect-based Sentiment Analysis
NAACL 2022
Supporting Medical Relation Extraction via Causality-Pruned Semantic Dependency Forest
COLING 2022