Linhai Ma

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 17

Top Topics

Variable Length

Greater Robustness

Medical Image Segmentation

Top Venues

Comput. Biol. Medicine

Inf. Softw. Technol.

Publications

Jiasong Chen, Linchen Qian, Linhai Ma, Timur Urakov, Weiyong Gu, Liang Liang
SymTC: A Symbiotic Transformer-CNN Net for Instance Segmentation of Lumbar Spine MRI. CoRR (2024)
Yibo Dai, Peng Wu, Shecheng Cui, Linhai Ma
Intrathread Method Orders Based Adaptive Testing of Concurrent Objects. TASE (2024)
Jiasong Chen, Linchen Qian, Linhai Ma, Timur Urakov, Weiyong Gu, Liang Liang
SymTC: A symbiotic Transformer-CNN net for instance segmentation of lumbar spine MRI. Comput. Biol. Medicine 179 (2024)
Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao
Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation. CoRR (2024)
Linchen Qian, Jiasong Chen, Linhai Ma, Timur Urakov, Weiyong Gu, Liang Liang
Attention-based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine from MR Images. CoRR (2024)
Linhai Ma, Liang Liang
Improving adversarial robustness of deep neural networks via adaptive margin evolution. Neurocomputing 551 (2023)
Linhai Ma, Liang Liang
Increasing-Margin Adversarial (IMA) training to improve adversarial robustness of neural networks. Comput. Methods Programs Biomed. 240 (2023)
Linhai Ma, Liang Liang
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. Medical Imaging: Image Processing (2023)
Linhai Ma, Liang Liang
A regularization method to improve adversarial robustness of neural networks for ECG signal classification. Comput. Biol. Medicine 144 (2022)
Linhai Ma, Liang Liang
Adaptive Adversarial Training to Improve Adversarial Robustness of DNNs for Medical Image Segmentation and Detection. CoRR (2022)
Linhai Ma, Liang Liang
A Regularization Method to Improve Adversarial Robustness of Neural Networks for ECG Signal Classification. CoRR (2021)
Linhai Ma, Liang Liang
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length. ICMLA (2020)
Linhai Ma, Liang Liang
Increasing-Margin Adversarial (IMA) Training to Improve Adversarial Robustness of Neural Networks. CoRR (2020)
Liang Liang, Linhai Ma, Linchen Qian, Jiasong Chen
An Algorithm to Attack Neural Network Encoder-based Out-Of-Distribution Sample Detector. CoRR (2020)
Linhai Ma, Liang Liang
Enhance CNN Robustness Against Noises for Classification of 12-Lead ECG with Variable Length. CoRR (2020)
Linhai Ma, Liang Liang
Improve robustness of DNN for ECG signal classification: a noise-to-signal ratio perspective. CoRR (2020)
Linhai Ma, Peng Wu, Tsong Yueh Chen
Diversity driven adaptive test generation for concurrent data structures. Inf. Softw. Technol. 103 (2018)