Chun-Yin Huang

14 papers A* 2Journal 9Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Communication Compression for Distributed Learning with Aggregate and Server-Guided Feedback.
CoRR
Tomàs Ortega, Chun-Yin Huang, Xiaoxiao Li, Hamid Jafarkhani
2025 J jnl
Federated Learning on Virtual Heterogeneous Data with Local-Global Dataset Distillation.
Trans. Mach. Learn. Res.
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
2024 — conf
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP.
SaTML
Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
2024 J jnl
Backdoor Attack on Unpaired Medical Image-Text Foundation Models: A Pilot Study on MedCLIP.
CoRR
Ruinan Jin, Chun-Yin Huang, Chenyu You, Xiaoxiao Li
2024 J jnl
Communication Compression for Distributed Learning without Control Variates.
CoRR
Tomàs Ortega, Chun-Yin Huang, Xiaoxiao Li, Hamid Jafarkhani
2024 J jnl
Overcoming Data and Model Heterogeneities in Decentralized Federated Learning via Synthetic Anchors.
CoRR
Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
2024 A* conf
Overcoming Data and Model heterogeneities in Decentralized Federated Learning via Synthetic Anchors.
ICML
Chun-Yin Huang, Kartik Srinivas, Xin Zhang, Xiaoxiao Li
2023 J jnl
A Dataset Auditing Method for Collaboratively Trained Machine Learning Models.
IEEE Trans. Medical Imaging
Yangsibo Huang, Chun-Yin Huang, Xiaoxiao Li, Kai Li
2023 J jnl
Federated Virtual Learning on Heterogeneous Data with Local-global Distillation.
CoRR
Chun-Yin Huang, Ruinan Jin, Can Zhao, Daguang Xu, Xiaoxiao Li
2023 J jnl
Scalable Data Point Valuation in Decentralized Learning.
CoRR
Konstantin D. Pandl, Chun-Yin Huang, Ivan Beschastnikh, Xiaoxiao Li, Scott Thiebes, Ali Sunyaev
2022 — conf
DeMed: A Novel and Efficient Decentralized Learning Framework for Medical Images Classification on Blockchain.
DeCaF/FAIR@MICCAI
Garima Aggarwal, Chun-Yin Huang, Di Fan, Xiaoxiao Li, Zehua Wang
2022 — conf
Efficient Medical Image Assessment via Self-supervised Learning.
DALI@MICCAI
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
2022 J jnl
Efficient Medical Image Assessment via Self-supervised Learning.
CoRR
Chun-Yin Huang, Qi Lei, Xiaoxiao Li
2021 A* conf
Robust Skin-Feature Tracking in Free-Hand Video from Smartphone or Robot-Held Camera, to Enable Clinical-Tool Localization and Guidance.
ICRA
Chun-Yin Huang, John M. Galeotti