Guangrui Yang

According to our database, Guangrui Yang authored at least 9 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Deeper Insights Into Deep Graph Convolutional Networks: Stability and Generalization.

Guangrui Yang, Ming Li, Han Feng, Xiaosheng Zhuang

IEEE Trans. Pattern Anal. Mach. Intell., February, 2026

2024

Piecewise-Constant Representation and Sampling of Bandlimited Signals on Graphs.

Guangrui Yang, Qing Zhang, Lihua Yang

IEEE Trans. Signal Inf. Process. over Networks, 2024

Bridging Smoothness and Approximation: Theoretical Insights into Over-Smoothing in Graph Neural Networks.

Guangrui Yang, Jianfei Li, Ming Li, Han Feng, Ding-Xuan Zhou

CoRR, 2024

Delineating bio-optical characteristics to enhance spatial-based quantification of CDOM in clear to turbid waters.

Jiale Jin, Farong Chen, Guangrui Yang, Zhishan Ye, Jianhong Li, Tao Huang, Changchun Huang

Int. J. Appl. Earth Obs. Geoinformation, 2024

2023

Rating prediction based on the graph Fourier basis and PSD estimation from the perspective of graph signal reconstruction.

Qing Zhang, Lihua Yang, Guangrui Yang, Zhihua Yang

Expert Syst. Appl., August, 2023

An Equivalent Graph Reconstruction Model and its Application in Recommendation Prediction.

Guangrui Yang, Lihua Yang, Qing Zhang, Zhihua Yang

CoRR, 2023

2022

A reconstruction method for graph signals based on the power spectral density estimation.

Zhihua Yang, Guangrui Yang, Lihua Yang, Qian Zhang

Digit. Signal Process., 2022

2021

Efficient Node Selection Strategy for Sampling Bandlimited Signals on Graphs.

Guangrui Yang, Lihua Yang, Zhihua Yang, Chao Huang

IEEE Trans. Signal Process., 2021

An orthogonal partition selection strategy for the sampling of graph signals with successive local aggregations.

Guangrui Yang, Lihua Yang, Chao Huang

Signal Process., 2021