Linhai Ma

According to our database, Linhai Ma authored at least 10 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI.

Jiasong Chen, Linchen Qian, Linhai Ma, Timur Urakov, Weiyong Gu, Liang Liang

CoRR, 2024

2023

Increasing-Margin Adversarial (IMA) training to improve adversarial robustness of neural networks.

Linhai Ma, Liang Liang

Comput. Methods Programs Biomed., October, 2023

Improving adversarial robustness of deep neural networks via adaptive margin evolution.

Linhai Ma, Liang Liang

Neurocomputing, September, 2023

Towards lifting the trade-off between accuracy and adversarial robustness of deep neural networks with application on COVID 19 CT image classification and medical image segmentation.

Linhai Ma, Liang Liang

Proceedings of the Medical Imaging 2023: Image Processing, 2023

2022

Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection.

Linhai Ma, Liang Liang

CoRR, 2022

A regularization method to improve adversarial robustness of neural networks for ECG signal classification.

Linhai Ma, Liang Liang

Comput. Biol. Medicine, 2022

2020

An Algorithm to Attack Neural Network Encoder-based Out-Of-Distribution Sample Detector.

Liang Liang, Linhai Ma, Linchen Qian, Jiasong Chen

CoRR, 2020

Improve robustness of DNN for ECG signal classification: a noise-to-signal ratio perspective.

Linhai Ma, Liang Liang

CoRR, 2020

Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length.

Linhai Ma, Liang Liang

Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

2018

Diversity driven adaptive test generation for concurrent data structures.

Linhai Ma, Peng Wu, Tsong Yueh Chen

Inf. Softw. Technol., 2018