Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks. - Alireza Naghizadeh; Hongye Xu; Mohab Mohamed; Dimitris N. Metaxas; Dongfang Liu (ICCV, 2021)

In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. - Alireza Naghizadeh; Wei-chung Tsao; Jong Hyun Cho; Hongye Xu; Mohab Mohamed; Dali Li; Wei Xiong; Dimitris N. Metaxas; Carlos A. Ramos 002; Dongfang Liu (PLoS Comput. Biol., 2022)

Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. - Hongye Xu; Dongfang Liu; Cory E. Merkel; Michael Zuzak (ACM Great Lakes Symposium on VLSI, 2023)

A systematic evaluation of computational methods for cell segmentation. - Yuxing Wang; Junhan Zhao; Hongye Xu; Cheng Han 001; Zhiqiang Tao; Dawei Zhou; Tong Geng; Dongfang Liu; Zhicheng Ji (Briefings Bioinform., 2024)

Balanced Gradient Sample Retrieval for Enhanced Knowledge Retention in Proxy-based Continual Learning. - Hongye Xu; Jan Wasilewski; Bartosz Krawczyk (CoRR, 2024)

RBC-MSS: asynchronous broadcasting protocol based on multi-secret sharing. - Fenhua Bai; Hongye Xu; Tao Shen 004; Kai Zeng; Xiaohui Zhang 019; Chi Zhang (J. Supercomput., 2025)