Chun-Yin Huang

Publication Activity (10 Years)

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

Top Topics

Homography Estimation

Machine Learning Models

Top Venues

Publications

Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP. CoRR (2024)
Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP. SaTML (2024)
Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors. CoRR (2024)
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
Federated Virtual Learning on Heterogeneous Data with Local-global Distillation. CoRR (2023)
Yangsibo Huang, Chun-Yin Huang, Xiaoxiao Li, Kai Li
A Dataset Auditing Method for Collaboratively Trained Machine Learning Models. IEEE Trans. Medical Imaging 42 (7) (2023)
Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh, Xiaoxiao Li, Scott Thiebes, Ali Sunyaev
Scalable Data Point Valuation in Decentralized Learning. CoRR (2023)
Garima Aggarwal, Chun-Yin Huang, Di Fan, Xiaoxiao Li, Zehua Wang
DeMed: A Novel and Efficient Decentralized Learning Framework for Medical Images Classification on Blockchain. DeCaF/FAIR@MICCAI (2022)
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
Efficient Medical Image Assessment via Self-supervised Learning. CoRR (2022)
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
Efficient Medical Image Assessment via Self-supervised Learning. DALI@MICCAI (2022)
Chun-Yin Huang, John M. Galeotti
Robust Skin-Feature Tracking in Free-Hand Video from Smartphone or Robot-Held Camera, to Enable Clinical-Tool Localization and Guidance. ICRA (2021)