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Journal Articles
- 2023
[j8]Zehua Dong, Junxiao Wang, Yanxia Li, Yunchao Deng, Wei Zhou, Xiaoquan Zeng, Dexin Gong, Jun Liu, Jie Pan, Renduo Shang, Youming Xu, Ming Xu, Lihui Zhang, Mengjiao Zhang, Xiao Tao, Yijie Zhu, Hongliu Du, Zihua Lu, Liwen Yao
, Lianlian Wu, Honggang Yu:
Publisher Correction: Explainable artificial intelligence incorporated with domain knowledge diagnosing early gastric neoplasms under white light endoscopy. npj Digit. Medicine 6 (2023)- [j7]Zehua Dong, Junxiao Wang, Yanxia Li, Yunchao Deng, Wei Zhou, Xiaoquan Zeng, Dexin Gong, Jun Liu, Jie Pan, Renduo Shang, Youming Xu, Ming Xu, Lihui Zhang, Mengjiao Zhang, Xiao Tao, Yijie Zhu, Hongliu Du, Zihua Lu, Liwen Yao, Lianlian Wu, Honggang Yu:
Explainable artificial intelligence incorporated with domain knowledge diagnosing early gastric neoplasms under white light endoscopy. npj Digit. Medicine 6 (2023) - 2022
- [j6]Po-Hao Huang, Honggang Yu, Max Panoff, Ting-Chi Wang:
Generation of Black-box Audio Adversarial Examples Based on Gradient Approximation and Autoencoders. ACM J. Emerg. Technol. Comput. Syst. 18(3): 59:1-59:19 (2022) - [j5]Max Panoff, Honggang Yu, Haoqi Shan, Yier Jin:
A Review and Comparison of AI-enhanced Side Channel Analysis. ACM J. Emerg. Technol. Comput. Syst. 18(3): 62:1-62:20 (2022) - [j4]Jing Wang, Zhengqiang Wang, Mingkai Chen, Yong Xiao, Shi Chen, Lianlian Wu, Liwen Yao, Xiaoda Jiang, Jiao Li, Ming Xu, Mengjuan Lin, Yijie Zhu, Renquan Luo, Chenxia Zhang, Xun Li, Honggang Yu:
An interpretable artificial intelligence system for detecting risk factors of gastroesophageal variceal bleeding. npj Digit. Medicine 5 (2022) - 2015
- [j3]Carla Agurto, Honggang Yu, Víctor Murray, Marios S. Pattichis, Sheila C. Nemeth, E. Simon Barriga, Peter Soliz:
A multiscale decomposition approach to detect abnormal vasculature in the optic disc. Comput. Medical Imaging Graph. 43: 137-149 (2015) - 2014
- [j2]Carla Agurto, Víctor Murray, Honggang Yu, Jeffrey Wigdahl, Marios S. Pattichis, Sheila C. Nemeth, E. Simon Barriga, Peter Soliz:
A Multiscale Optimization Approach to Detect Exudates in the Macula. IEEE J. Biomed. Health Informatics 18(4): 1328-1336 (2014) - 2012
- [j1]Honggang Yu, E. Simon Barriga, Carla Agurto, Sebastian Echegaray, Marios S. Pattichis, Wendall Bauman, Peter Soliz:
Fast Localization and Segmentation of Optic Disk in Retinal Images Using Directional Matched Filtering and Level Sets. IEEE Trans. Inf. Technol. Biomed. 16(4): 644-657 (2012)
Conference and Workshop Papers
- 2023
- [c14]Honggang Yu, Shuo Wang, Haoqi Shan, Maximillian Panoff, Michael Lee, Kaichen Yang, Yier Jin:
Dual-Leak: Deep Unsupervised Active Learning for Cross-Device Profiled Side-Channel Leakage Analysis. HOST 2023: 144-154 - 2022
- [c13]Weimin Fu, Honggang Yu, Orlando Arias, Kaichen Yang, Yier Jin, Tuba Yavuz, Xiaolong Guo:
Graph Neural Network based Hardware Trojan Detection at Intermediate Representative for SoC Platforms. ACM Great Lakes Symposium on VLSI 2022: 481-486 - 2021
- [c12]Kaichen Yang, Tzungyu Tsai, Honggang Yu, Max Panoff, Tsung-Yi Ho, Yier Jin:
Robust Roadside Physical Adversarial Attack Against Deep Learning in Lidar Perception Modules. AsiaCCS 2021: 349-362 - [c11]Honggang Yu, Haoqi Shan, Maximillian Panoff, Yier Jin:
Cross-Device Profiled Side-Channel Attacks using Meta-Transfer Learning. DAC 2021: 703-708 - 2020
- [c10]Kaichen Yang, Tzungyu Tsai, Honggang Yu, Tsung-Yi Ho, Yier Jin:
Beyond Digital Domain: Fooling Deep Learning Based Recognition System in Physical World. AAAI 2020: 1088-1095 - [c9]Kuei-Huan Chang, Po-Hao Huang, Honggang Yu, Yier Jin, Ting-Chi Wang:
Audio Adversarial Examples Generation with Recurrent Neural Networks*. ASP-DAC 2020: 488-493 - [c8]Honggang Yu, Haocheng Ma, Kaichen Yang, Yiqiang Zhao, Yier Jin:
DeepEM: Deep Neural Networks Model Recovery through EM Side-Channel Information Leakage. HOST 2020: 209-218 - [c7]Honggang Yu, Kaichen Yang, Teng Zhang, Yun-Yun Tsai, Tsung-Yi Ho, Yier Jin:
CloudLeak: Large-Scale Deep Learning Models Stealing Through Adversarial Examples. NDSS 2020 - 2016
- [c6]Jian J. Zhang, Jason R. Xuan, Xirong Yang, Honggang Yu, Edouard Koullick:
The study of surgical image quality evaluation system by subjective quality factor method. Medical Imaging: Image Perception, Observer Performance, and Technology Assessment 2016: 97871B - 2013
- [c5]Honggang Yu, E. Simon Barriga, Carla Agurto, Sheila C. Nemeth, Wendall Bauman, Peter Soliz:
Automated retinal vessel type classification in color fundus images. Medical Imaging: Computer-Aided Diagnosis 2013: 86700P - 2012
- [c4]Carla Agurto, Honggang Yu, Víctor Murray, Marios S. Pattichis, E. Simon Barriga, Wendall Bauman, Peter Soliz:
Detection of neovascularization in the optic disc using an AM-FM representation, granulometry, and vessel segmentation. EMBC 2012: 4946-4949 - [c3]Carla Agurto, Honggang Yu, Víctor Murray, Marios S. Pattichis, E. Simon Barriga, Peter Soliz:
Detection of hard exudates and red lesions in the macula using a multiscale approach. SSIAI 2012 - [c2]Honggang Yu, Carla Agurto, E. Simon Barriga, Sheila C. Nemeth, Peter Soliz, Gilberto Zamora:
Automated image quality evaluation of retinal fundus photographs in diabetic retinopathy screening. SSIAI 2012: 125-128 - 2005
- [c1]Honggang Yu, Marios S. Pattichis, M. Beth Goens:
A robust multi-view freehand three-dimensional ultrasound imaging system using volumetric registration. SMC 2005: 3106-3111
Informal and Other Publications
- 2024
- [i2]Max Panoff, Honggang Yu, Haoqi Shan, Yier Jin:
A Review and Comparison of AI Enhanced Side Channel Analysis. CoRR abs/2402.02299 (2024) - 2021
- [i1]Honggang Yu, Shihfeng Zeng, Teng Zhang, Ing-Chao Lin, Yier Jin:
Exploring Adversarial Examples for Efficient Active Learning in Machine Learning Classifiers. CoRR abs/2109.10770 (2021)
Coauthor Index
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