Linyan Gu

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 9

Top Topics

Convolutional Neural Networks

Liver Segmentation

Deep Belief Networks

Restricted Boltzmann Machine

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Artif. Intell. Medicine

Publications

Qianlong He, Feng Zhou, Linyan Gu, Zhibin Yuan
A novel graph-based feature interaction model for click-through rate prediction. Inf. Sci. 649 (2023)
Linyan Gu, Lihua Yang, Feng Zhou
Refinements of Approximation Results of Conditional Restricted Boltzmann Machines. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Linyan Gu, Lihua Yang, Feng Zhou
Approximation properties of Gaussian-binary restricted Boltzmann machines and Gaussian-binary deep belief networks. Neural Networks 153 (2022)
Feng Zhou, Huafei Li, Lihua Yang, Zhihua Yang, Linyan Gu
A novel image deblocking approach within a graph framework. Digit. Signal Process. 120 (2022)
Feng Zhou, Haomin Zhou, Zhihua Yang, Linyan Gu
IF2CNN: Towards non-stationary time series feature extraction by integrating iterative filtering and convolutional neural networks. Expert Syst. Appl. 170 (2021)
Linyan Gu, Xiao-Chuan Cai
Fusing 2D and 3D convolutional neural networks for the segmentation of aorta and coronary arteries from CT images. Artif. Intell. Medicine 121 (2021)
Linyan Gu, Feng Zhou, Lihua Yang
Towards the representational power of restricted Boltzmann machines. Neurocomputing 415 (2020)
Linyan Gu, Jianfeng Huang, Lihua Yang
On the Representational Power of Restricted Boltzmann Machines for Symmetric Functions and Boolean Functions. IEEE Trans. Neural Networks Learn. Syst. 30 (5) (2019)
Linyan Gu, Lihua Yang
On the magnitude of parameters of RBMs being universal approximators. ICPR (2016)