Chun-Yin Huang

According to our database, Chun-Yin Huang authored at least 7 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

CoRR, 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