Qinghui Zhang

Beijing Technology and Business University — China

Physics and Astronomy · Physical Sciences

8h-index143citations25works4.62yr avg
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Research Topics

Model Reduction and Neural Networks(5), Complex Network Analysis Techniques(4), Topic Modeling(3), Data Visualization and Analytics(3), Advanced Graph Neural Networks(3)

Publications25 total

A visual analytics framework for unveiling multi-scale patch decomposition in transformer-based time-series forecasting
Journal of Visualization·2025
The impact of clothing colour on skin tone perception and consumer preference
Coloration Technology·2025Open Access
Intelligent visual analytics for food safety: A comprehensive review
Computer Science Review·2025· 2 cited
A random searching algorithm for efficiently solving the connectivity-oriented robust optimization problem on large-scale networked systems
Applied Soft Computing·2025· 4 cited
High-precision physics-informed extreme learning machines for evolving interface problems
Engineering Analysis with Boundary Elements·2025
Extended physics-informed extreme learning machine for linear elastic fracture mechanics
Computer Methods in Applied Mechanics and Engineering·2024· 11 cited
A piecewise extreme learning machine for interface problems
Mathematics and Computers in Simulation·2024· 10 cited
PGD-GP: A Chinese Named Entity Recognition Model for Constructing Food Safety Standard Knowledge Graph
IEEE Transactions on Multimedia·2024· 13 cited
Large-scale robustness-oriented efficient edge addition through traversal tree-based weak edge identification
Chaos Solitons & Fractals·2024· 6 cited
Gsgm: A Group-Sequence-Aware Graph Model for Personalized News Recommender System
SSRN Electronic Journal·2024Open Access
Adaptive deep neural networks for solving corner singular problems
Engineering Analysis with Boundary Elements·2023· 10 cited
Improving node connectivity by optimized dual tree-based effective node consolidation
Reliability Engineering & System Safety·2023· 10 cited
Bidirectional pruned tree-based efficient minimum cut acceleration in dense graph
Chaos Solitons & Fractals·2023· 1 cited
Review of visual analytics methods for food safety risks
npj Science of Food·2023· 17 citedOpen Access
Health-Aware Food Recommendation Based on Knowledge Graph and Multi-Task Learning
Foods·2023· 28 citedOpen Access
GEMvis: a visual analysis method for the comparison and refinement of graph embedding models
The Visual Computer·2022· 15 cited
G-Explorer: a visual exploration and analysis method of subgraph in complex network based on graph embedding
Communications in Information and Systems·2022· 2 cited
A Survey of Literature Analysis Methods Based on Representation Learning
Communications in computer and information science·2022
Deep Learning-Based Surrogate Model for Flight Load Analysis
Computer Modeling in Engineering & Sciences·2021· 8 citedOpen Access
Research on Power Transformer Fault Prediction Model Based on LSTM Neural Network
2020· 5 cited
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Frequent Co-authors

Yi Chen(6), Yu Dong(3), Yijie Liang(3), Shaojie Zeng(3), Qiuxu Fan(2), Zeli Guan(2), Xianpeng Yuan(2), Wei Wei(2), Guobin Sun(2), Yi Chen(2), Yandi Guo(1), Caixia Wu(1), Di Wu(1), Ying Zhao(1), Wei Chen(1), Bokai Zhu(1), Hengguang Li(1), Wei Wei(1), Qiuyuan Hu(1), Haiquan Li(1)