Zhiyi Zhang

Shenzhen University — China

Computer Science · Physical Sciences

20h-index2.6kcitations125works2.72yr avg
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Research Topics

Software Testing and Debugging Techniques(19), Software Reliability and Analysis Research(12), Software Engineering Research(11), Pharmacogenetics and Drug Metabolism(11), Bioenergy crop production and management(10)

Publications125 total

Enhancing mutation testing for deep neural networks: a novel approach to generating high-quality mutants
Automated Software Engineering·2025
DeepRegion: Black-box efficient testing for DNNs based on region analysis
Information and Software Technology·2025
Dual-Contrastive Attribute Embedding for Generalized Zero-Shot Learning
Electronics·2025Open Access
The Path of Constructing Mental Health in Community Dance Education
Arts Studies and Criticism·2025Open Access
Efficient adaptive test case selection for DNNs robustness enhancement
Journal of Systems and Software·2025· 3 cited
Study on the evaluation of workface wall stability based on cloud model
Scientific Reports·2025· 1 citedOpen Access
A Hierarchical Reasoning Framework for Complex Question Answering over Knowledge Graph with Reinforcement Learning
2025
A fine-grained evaluation of mutation operators to boost mutation testing for deep learning systems
Empirical Software Engineering·2025· 1 cited
Deepregion: Black-Box Efficient Testing for Dnns Based on Region Analysis
SSRN Electronic Journal·2025Open Access
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
2025· 9 citedOpen Access
Common Feature Representation Learning for Multi-Crop Seed Classification Via Hyperspectral Images
SSRN Electronic Journal·2025Open Access
Application and challenge of artificial intelligence face recognition technology in adolescent mental health assessment
Journal of Computing and Electronic Information Management·2024Open Access
DeepWeak: Weak Mutation Testing for Deep Learning Systems
2024· 2 cited
Uplift Modeling based on Graph Neural Network Combined with Causal Knowledge
2024
Evolution of Point Cloud Extraction Techniques from SFM to SLAM and Their Applications in 3D Reconstruction
2024
A Model for Predicting Physical Health of College Students Based on Semantic Web and Deep Learning Under Cloud Edge Collaborative Architecture
International Journal on Semantic Web and Information Systems·2024· 4 citedOpen Access
Microbial fermentation and black soldier fly feeding to enhance maize straw degradation
Chemosphere·2024· 10 cited
ALLaVA: Harnessing GPT4V-Synthesized Data for Lite Vision-Language Models
arXiv (Cornell University)·2024· 4 citedOpen Access
CMB: A Comprehensive Medical Benchmark in Chinese
2024· 18 citedOpen Access
A Point-Cloud Segmentation Network Based on SqueezeNet and Time Series for Plants
Journal of Imaging·2023· 11 citedOpen Access
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Frequent Co-authors

Laurence S. Kaminsky(5), Zhu ZhiTi(4), Kang Xiangyang(4), Xiao Wei(3), Chuanbin Ni(3), Ziyuan Wang(3), Zhiqiu Huang(3), Zhenyu Chen(3), Baowen Xu(3), Zhaokun Meng(2), Mi Tian(2), Zhongli Wang(2), Chuanqi Tao(2), Yinling Wang(2), Shanwen Li(2), Shuangfu Fu(2), Anyuan Gao(2), Tianjun Cao(2), Feng Miao(2), Yuqian Zhou(2)