Chun-Yin Huang

According to our database, Chun-Yin Huang authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP.

Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li

Proceedings of the IEEE Conference on Secure and Trustworthy Machine Learning, 2024

Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors.

Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

A Dataset Auditing Method for Collaboratively Trained Machine Learning Models.

Yangsibo Huang, Chun-Yin Huang, Xiaoxiao Li, Kai Li

IEEE Trans. Medical Imaging, 2023

Scalable Data Point Valuation in Decentralized Learning.

Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh, Xiaoxiao Li, Scott Thiebes, Ali Sunyaev

CoRR, 2023

Federated Virtual Learning on Heterogeneous Data with Local-global Distillation.

Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li

CoRR, 2023

2022

Efficient Medical Image Assessment via Self-supervised Learning.

Chun-Yin Huang, Qi Lei, Xiaoxiao Li

Proceedings of the Data Augmentation, Labelling, and Imperfections, 2022

DeMed: A Novel and Efficient Decentralized Learning Framework for Medical Images Classification on Blockchain.

Garima Aggarwal, Chun-Yin Huang, Di Fan, Xiaoxiao Li, Zehua Wang

Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022

2021

Robust Skin-Feature Tracking in Free-Hand Video from Smartphone or Robot-Held Camera, to Enable Clinical-Tool Localization and Guidance.

Chun-Yin Huang, John M. Galeotti

Proceedings of the IEEE International Conference on Robotics and Automation, 2021