Shuo Xie

University of Liverpool — United Kingdom

Engineering · Physical Sciences

10h-index587citations49works2.12yr avg
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Research Topics

Maritime Navigation and Safety(9), Ship Hydrodynamics and Maneuverability(6), Advanced Image Fusion Techniques(5), Advanced Measurement and Detection Methods(5), Image Enhancement Techniques(4)

Publications49 total

Provable Benefit of Sign Descent: A Minimal Model Under Heavy-Tailed Class Imbalance
arXiv (Cornell University)·2025Open Access
The Generative Artificial Intelligence large language product design multi-model framework for manufacturing operations
Journal of the Operational Research Society·2025· 2 citedOpen Access
Research on Water Surface Object Detection Method Based on Image Fusion
Journal of Marine Science and Engineering·2025· 2 citedOpen Access
The Generative Pathway of Data Assets: A Data-Based Bricolage Approach
Academy of Management Proceedings·2025
Should Decision-Makers Reveal Classifiers in Online Strategic Classification?
arXiv (Cornell University)·2025Open Access
Financial constraints under carbon emissions trading: a quasi-natural experiment approach
International Journal of Production Research·2025· 6 citedOpen Access
A Survey on Image Quality Assessment: Insights, Analysis, and Future Outlook
arXiv (Cornell University)·2025· 1 citedOpen Access
Numerical Investigation of Vortex Structure in Blade Junction Flow Using Liutex Method
Springer proceedings in physics·2025
Comprehensive feature-based machine learning for fast prediction of marine propeller's open-water performance
Applied Ocean Research·2024· 6 citedOpen Access
Research on Visible and Infrared Fusion Technology for Surface Sea Object Detection
2024
The Application of Deep Learning Image Fusion Method in Marine Exploration
2024
Applications of encoding-decoding network on numerical simulation mapping for propeller wake
Ocean Engineering·2024· 1 cited
Implicit Bias of AdamW: $\ell_\infty$ Norm Constrained Optimization
arXiv (Cornell University)·2024Open Access
Surface Alloyed-Zn promotes stability of Cu-Au catalysts toward electrochemical CO2 reduction reaction
Chemical Engineering Journal·2024· 16 cited
Applications of Encoding-Decoding Network on Numerical Simulation Mapping for Propeller Wake
SSRN Electronic Journal·2024Open Access
Unsupervised Extremely Low-Light Image Enhancement with a Laplacian Pyramid Network
Lecture notes in computer science·2024
Application of dimension reduction methods on propeller performance prediction model
Ocean Engineering·2023· 5 cited
Semi-Supervised Learning for Low-Light Image Enhancement by Pseudo Low-Light Image
2023· 3 cited
WeaverBird: Empowering Financial Decision-Making with Large Language Model, Knowledge Base, and Search Engine
arXiv (Cornell University)·2023· 4 citedOpen Access
Unsupervised Extremely Low-Light Image Enhancement with Content Preservation and Noise Suppression
2023
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Frequent Co-authors

Xiumin Chu(19), Chenguang Liu(11), Yihong Chen(5), Mao Zheng(4), Yiming Qiang(4), Liu Chenguang(4), Liang Li(3), Hui Xia(3), Hongyuan Mei(3), Yingjie Ma(3), Wei Xu(3), Qingzhou Mao(2), Rudy R. Negenborn(2), Wei He(2), Zhixiong Li(2), Yihong Chen(2), Yucheng Xiao(2), Jiahao Qiu(2), Ankita Pasad(2), Li Du(2)