default author photo

Shichao Zhang

Guangxi Normal University

SCHOLARLY PAPERS

7

DOWNLOADS

199

TOTAL CITATIONS

0

Scholarly Papers (7)

1.

A Multi-View Graph Neural Network with Subgraph Variational Autoencoder For Class-Imbalanced Node Classification

Number of pages: 11 Posted: 27 Oct 2025
Guangxi Normal University, affiliation not provided to SSRN, Guangxi Normal University, affiliation not provided to SSRN, University of South Australia, Guangxi Normal University and Guangxi Normal University
Downloads 64 (924,743)

Abstract:

Loading...

Node classification, Class imbalance, Graph Neural Network, Data augmentation

2.

Contextual Information Cross-Feature Transformer for Image Denoising Applications

Number of pages: 34 Posted: 01 Jul 2025
Yuxuan Hu and Shichao Zhang
Central South University and Guangxi Normal University
Downloads 48 (1,086,013)

Abstract:

Loading...

Image denoising, Transformer, Large receptive field, feature fusion

3.

Feature Representation Learning for Image Denoising

Number of pages: 40 Posted: 15 Aug 2025
Yuxuan Hu and Shichao Zhang
Central South University and Guangxi Normal University
Downloads 28 (1,345,526)

Abstract:

Loading...

Image denoising, Feature representation learning, spatial-channel decoupling, Selective attention fusion, Multi-level feature constraints

4.

GenGCL: Generative Graph Contrastive Learning for Enhancing Recommender Systems

Number of pages: 21 Posted: 20 Jan 2026
Guangxi Normal University, Hainan University, Guangxi Normal University, Guangxi Normal University and Guangxi Normal University
Downloads 22 (1,424,331)

Abstract:

Loading...

Recommendation systems, Contrastive learning, Data augmentation, Embedding Enhancement

5.

Dual-Stem Transformer for Efficient Image Denoising with Spatial-Channel Attention

Number of pages: 34 Posted: 28 Aug 2025
Yuxuan Hu and Shichao Zhang
Central South University and Guangxi Normal University
Downloads 20 (1,448,301)

Abstract:

Loading...

Image denoising, Channel attention, Cross information interaction, Hierarchy window

6.

Adaptive Nested Sampling for Multi-Subregion Feature Learning

Number of pages: 31 Posted: 02 Apr 2025
Xincheng Huang and Shichao Zhang
affiliation not provided to SSRN and Guangxi Normal University
Downloads 11 (1,534,404)

Abstract:

Loading...

Object Detection, Regions of Interest (RoIs), Adaptive Nested Sampling, Feature Learning

7.

Multi-view Remote Sensing Image Clustering via Local–Global Graph Representation Learning

Number of pages: 24 Posted: 20 May 2026
affiliation not provided to SSRN, Hainan University, affiliation not provided to SSRN, affiliation not provided to SSRN, Guangxi Normal University, affiliation not provided to SSRN and Guangxi Normal University
Downloads 6 (1,566,597)

Abstract:

Loading...

Multi-view clustering, Remote Sensing, Graph Neural Networks, Graph Representation Learning