Author

Ziyang Liu

Observed names: <p>Ziyang Liu</p>, Liu, Ziyang, Ziyang LIU

Institutions: Anhui University, Guangxi University, University of Science and Technology Beijing

Observed institutions: Worcester Polytechnic Institute, Jiangsu Normal University, Anhui University, Guangxi University, University of Science and Technology Beijing

ORCID: 0000-0001-5419-1250

Observed ORCIDs: 0000-0001-5419-1250, 0009-0007-2996-9455

OpenAlex ID: A5012653502

Diabetic Foot Ulcer Ischemia and Infection Classification Using EfficientNet Deep Learning Models

2022 · Ziyang Liu, Josvin John, et al. · IEEE Open Journal of Engineering in Medicine and Biology · 60

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Semantic Segmentation of Smartphone Wound Images: Comparative Analysis of AHRF and CNN-Based Approaches

2020 · Ameya Wagh, Shubham Jain, et al. · IEEE Access · 45

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RCSAN residual enhanced channel spatial attention network for stock price forecasting

2025 · WenJie Sun, Ziyang Liu, et al. · Scientific Reports · 27

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Study on the automated characterization of particle size and shape of stacked gravelly soils via deep learning

2025 · Jian Gong, Ziyang Liu, et al. · Acta Geotechnica · 27

Chronic Wound Image Augmentation and Assessment Using Semi-Supervised Progressive Multi-Granularity EfficientNet

2023 · Ziyang Liu, Emmanuel Agu, et al. · IEEE Open Journal of Engineering in Medicine and Biology · 19

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Quantification of particle size and shape of sands based on the combination of GAN and CNN

2024 · Jian Gong, Ziyang Liu, et al. · Powder Technology · 15

Comprehensive Assessment of Fine-Grained Wound Images Using a Patch-Based CNN With Context-Preserving Attention

2021 · Ziyang Liu, Emmanuel Agu, et al. · IEEE Open Journal of Engineering in Medicine and Biology · 13

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FreeMix: Open-Vocabulary Domain Generalization of Remote-Sensing Images for Semantic Segmentation

2025 · Jingi Wu, Jingye Shi, et al. · Remote Sensing · 7

Intelligent Stock Price Prediction Model Research Integrating Multimodal Information and KAN Networks

2026 · WenJie Sun, ChunHong Yuan, et al. · Computational Economics · 2

Fast-Converging and Trustworthy Federated Learning Framework for Privacy-Preserving Stock Price Modeling

2025 · Zilong Hou, Yan Ke, et al. · Electronics · 2

Hibernomics: A Multi-Omic Blueprint for Decoding and Harnessing Hibernation

2026 · Junxian Pei, Xiaomeng Zhang, et al. · Preprints.org

Al/Si-regulated dual-strengthening enabling synergistic enhancement of strength and plasticity of corrosion resistant ODS-FeCrAl alloys

2026 · Lu Han, You Wang, et al. · Materials Characterization

When Is One Accurate Gradient Query Optimal? Exact Deterministic Bounds under Precision Costs

2026 · Liu, Ziyang · Zenodo (CERN European Organization for Nuclear Research)

Development of a machine learning-based classification model for diabetic foot in patients with type 2 diabetes: an exploratory analysis with SHAP interpretation

2026 · Yuting Pei, Zixin Zhang, et al. · Frontiers in Medicine

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Quantifying particle morphology via lightweight object detection and generative data augmentation

2026 · Ziyang Liu, Wenju Zhu, et al. · Acta Geotechnica

Research of Using Deep Learning Language Model to Classify Depression by Level

2023 · <p>Ziyang Liu</p> · Academic Journal of Computing & Information Science

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Works count: 17

Citation count: 218

H-index: 7

I10-index: 7