Hongye Xu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 5

Top Topics

Machine Learning

Fluorescence Microscopy Images

Systematic Evaluation

Cell Segmentation

Top Venues

Briefings Bioinform.

ACM Great Lakes Symposium on VLSI

PLoS Comput. Biol.

Publications

Yuxing Wang, Junhan Zhao, Hongye Xu, Cheng Han, Zhiqiang Tao, Dawei Zhou, Tong Geng, Dongfang Liu, Zhicheng Ji
A systematic evaluation of computational methods for cell segmentation. Briefings Bioinform. 25 (5) (2024)
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzack
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. CoRR (2023)
Hongye Xu, Dongfang Liu, Cory E. Merkel, Michael Zuzak
Exploiting Logic Locking for a Neural Trojan Attack on Machine Learning Accelerators. ACM Great Lakes Symposium on VLSI (2023)
Alireza Naghizadeh, Wei-chung Tsao, Jong Hyun Cho, Hongye Xu, Mohab Mohamed, Dali Li, Wei Xiong, Dimitris N. Metaxas, Carlos A. Ramos, Dongfang Liu
In vitro machine learning-based CAR T immunological synapse quality measurements correlate with patient clinical outcomes. PLoS Comput. Biol. 18 (3) (2022)
Alireza Naghizadeh, Hongye Xu, Mohab Mohamed, Dimitris N. Metaxas, Dongfang Liu
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images with Artificial Neural Networks. ICCV (2021)