An orthogonal partition selection strategy for the sampling of graph signals with successive local aggregations. - Guangrui Yang; Lihua Yang; Chao Huang 004 (Signal Process., 2021)

Efficient Node Selection Strategy for Sampling Bandlimited Signals on Graphs. - Guangrui Yang; Lihua Yang; Zhihua Yang; Chao Huang 004 (IEEE Trans. Signal Process., 2021)

A reconstruction method for graph signals based on the power spectral density estimation. - Zhihua Yang; Guangrui Yang; Lihua Yang; Qian Zhang 044 (Digit. Signal Process., 2022)

An Equivalent Graph Reconstruction Model and its Application in Recommendation Prediction. - Guangrui Yang; Lihua Yang; Qing Zhang; Zhihua Yang (CoRR, 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., 2023)

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)

Bridging Smoothness and Approximation: Theoretical Insights into Over-Smoothing in Graph Neural Networks. - Guangrui Yang; Jianfei Li; Ming Li 065; Han Feng; Ding-Xuan Zhou (CoRR, 2024)

Deeper Insights into Deep Graph Convolutional Networks: Stability and Generalization. - Guangrui Yang; Ming Li 065; Han Feng; Xiaosheng Zhuang (CoRR, 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)