刘高扬｜绍兴文理学院｜学者主页

2026

Measuring keypoint positions and main parameters for virtual trial assembly based on multi-source point clouds

Ruoshui Xing, Weijian Zhao, Tianren Jiang, Qi-Liang Zhao, Gaoyang Liu, Bo-Chao Sun

Measurement

DOI

2025

A real-time welding defect detection framework based on RT-DETR deep neural network

Gaoyang Liu, Duanrui Yang, Jun Ye, Hongjia Lu, Zhen Wang, Yang Zhao

Advanced Engineering Informatics

DOI

2025

A transformer neural network based framework for steel defect detection under complex scenarios

Gaoyang Liu, Yi Chen, Jun Ye, Yan Jiang, Hongchuan Yu, Jing Tang, Yang Zhao

Advances in Engineering Software

DOI

2024

Post-earthquake inspection of high-speed railway viaducts with multi-scale task interaction deep learning strategy

Jiangpeng Shu, Han Yang, Gaoyang Liu, Hongchuan Yu, Yingjie Ning, Jesús-Miguel Bairán

Advances in Structural Engineering

DOI

2024

Proposing an inherently interpretable machine learning model for shear strength prediction of reinforced concrete beams with stirrups

Jiangpeng Shu, Hongchuan Yu, Gaoyang Liu, Han Yang, Wei Guo, C. Phoon, Strauss Alfred, Hao Hu

Case Studies in Construction Materials

DOI

2024

Component Identification and Depth Estimation for Structural Images Based on Multi-Scale Task Interaction Network

Jianlong Ye, Hongchuan Yu, Gaoyang Liu, J. Zhou, Jiangpeng Shu

Buildings

DOI

2024

Carbonation depth prediction and parameter influential analysis of recycled concrete buildings

Dian-Chao Wang, Qihang Tan, Yi-Ren Wang, Gaoyang Liu, Zheng-Yi Lu, Chong-Qiang Zhu, Bochao Sun

Journal of CO2 Utilization

DOI

2024

Enhancing concrete frost resistance prediction with an explainable neural network

Bochao Sun, Haoyang Zheng, Qi-Liang Zhao, Weijian Zhao, Wenwei Fu, Gaoyang Liu

Case Studies in Construction Materials

DOI

2023

多模态对比学习中的靶向投毒攻击

刘高扬，吴伟玲，张锦升，王琛

《信息网络安全》

2023

BO-Stacking: A novel shear strength prediction model of RC beams with stirrups based on Bayesian Optimization and model stacking

Jiangpeng Shu, Hongchuan Yu, Gaoyang Liu, Han Yang, Yanjuan Chen, Yuanfeng Duan

Structures

DOI

2021

黑盒机器学习模型的成员推断攻击研究

刘高扬，李雨桐，万博睿，王琛，彭凯

《信息安全学报》

DOI

2021

机器学习中训练数据的成员推断攻击及保护技术研究

刘高扬

《华中科技大学》

DF-CDM: Conditional diffusion model with data fusion for structural dynamic response reconstruction

Jiangpeng Shu, Hongchuan Yu, Gaoyang Liu, Yuanfeng Duan, Hao Hu, He Zhang

Mechanical systems and signal processing

DOI

刘高扬

精选作品

期刊论文

Measuring keypoint positions and main parameters for virtual trial assembly based on multi-source point clouds

A real-time welding defect detection framework based on RT-DETR deep neural network

A transformer neural network based framework for steel defect detection under complex scenarios

Post-earthquake inspection of high-speed railway viaducts with multi-scale task interaction deep learning strategy

Proposing an inherently interpretable machine learning model for shear strength prediction of reinforced concrete beams with stirrups

Component Identification and Depth Estimation for Structural Images Based on Multi-Scale Task Interaction Network

Carbonation depth prediction and parameter influential analysis of recycled concrete buildings

Enhancing concrete frost resistance prediction with an explainable neural network

多模态对比学习中的靶向投毒攻击

BO-Stacking: A novel shear strength prediction model of RC beams with stirrups based on Bayesian Optimization and model stacking

黑盒机器学习模型的成员推断攻击研究

机器学习中训练数据的成员推断攻击及保护技术研究

DF-CDM: Conditional diffusion model with data fusion for structural dynamic response reconstruction

研究方向