Linhai Ma

According to our database, Linhai Ma authored at least 19 papers between 2018 and 2026.

Collaborative distances:

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

2026

STaR-DRO: Stateful Tsallis Reweighting for Group-Robust Structured Prediction.

Samah Fodeh, Ganesh Puthiaraju, Elyas Irankhah, Linhai Ma, Srivani Talakokkul, Afshan Khan, Sreeraj Ramachandran, Jordan M. Alpert, Sarah Schellhorn

CoRR, April, 2026

PVminerLLM: Structured Extraction of Patient Voice from Patient-Generated Text using Large Language Models.

Samah Fodeh, Linhai Ma, Ganesh Puthiaraju, Srivani Talakokkul, Afshan Khan, Ashley Hagaman, Sarah Lowe, Aimee Roundtree

CoRR, March, 2026

EPPCMinerBen: A Novel Benchmark for Evaluating Large Language Models on Electronic Patient-Provider Communication via the Patient Portal.

Samah Fodeh, Yan Wang, Linhai Ma, Srivani Talakokkul, Jordan M. Alpert, Sarah Schellhorn

CoRR, March, 2026

TAB-PO: Preference Optimization with a Token-Level Adaptive Barrier for Token-Critical Structured Generation.

Samah Fodeh, Linhai Ma, Ganesh Puthiaraju, Srivani Talakokkul, Afshan Khan, Ashley Hagaman, Sarah Lowe, Aimee Kendall Roundtree

CoRR, March, 2026

PVminer: A Domain-Specific Tool to Detect the Patient Voice in Patient Generated Data.

Samah Fodeh, Linhai Ma, Yan Wang, Srivani Talakokkul, Ganesh Puthiaraju, Afshan Khan, Ashley Hagaman, Sarah Lowe, Aimee Roundtree

CoRR, February, 2026

Intrathread method orders based adaptive testing of concurrent objects.

Yibo Dai, Li Xie, Peng Wu, Shecheng Cui, Linhai Ma

Sci. Comput. Program., 2026

2025

Attention-Based Shape-Deformation Networks for Artifact-Free Geometry Reconstruction of Lumbar Spine From MR Images.

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

IEEE Trans. Medical Imaging, December, 2025

2024

Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation.

Hongxu Jiang, Muhammad Imran, Linhai Ma, Teng Zhang, Yuyin Zhou, Muxuan Liang, Kuang Gong, Wei Shao

CoRR, 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

Comput. Biol. Medicine, 2024

Intrathread Method Orders Based Adaptive Testing of Concurrent Objects.

Yibo Dai, Peng Wu, Shecheng Cui, Linhai Ma

Proceedings of the Theoretical Aspects of Software Engineering, 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