193 citations · 785 across the 23 of their papers we have counts for
5 papers · 1 filter
Gaussian-Induced Convolution for Graphs
Jiatao Jiang, Zhen Cui, Chunyan Xu +1
Learning representation on graph plays a crucial role in numerous tasks of pattern recognition. Different from grid-shaped images/videos, on which local convolution kernels can be…
Context-Dependent Diffusion Network for Visual Relationship Detection
Zhen Cui, Chunyan Xu, Wenming Zheng +1
Visual relationship detection can bridge the gap between computer vision and natural language for scene understanding of images. Different from pure object recognition tasks, the r…
When Work Matters: Transforming Classical Network Structures to Graph CNN
Wenting Zhao, Chunyan Xu, Zhen Cui +4
Numerous pattern recognition applications can be formed as learning from graph-structured data, including social network, protein-interaction network, the world wide web data, know…
Walk-Steered Convolution for Graph Classification
Jiatao Jiang, Chunyan Xu, Zhen Cui +3
Graph classification is a fundamental but challenging issue for numerous real-world applications. Despite recent great progress in image/video classification, convolutional neural…
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition
Chaolong Li, Zhen Cui, Wenming Zheng +2
Variations of human body skeletons may be considered as dynamic graphs, which are generic data representation for numerous real-world applications. In this paper, we propose a spat…