Yichen Ruan

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 12

Top Topics

Distributed Learning

Top Venues

SIGMETRICS Perform. Evaluation Rev.

Publications

Marie Siew, Haoran Zhang, Jong-Ik Park, Yuezhou Liu, Yichen Ruan, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong
Fair Concurrent Training of Multiple Models in Federated Learning. CoRR (2024)
Marie Siew, Shoba Arunasalam, Yichen Ruan, Ziwei Zhu, Lili Su, Stratis Ioannidis, Edmund Yeh, Carlee Joe-Wong
Poster Abstract: Fair Training of Multiple Federated Learning Models on Resource Constrained Network Devices. IPSN (2023)
Yichen Ruan, Carlee Joe-Wong
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating. AAAI (2022)
Yichen Ruan, Carlee Joe-Wong
FedSoft: Soft Clustered Federated Learning with Proximal Local Updating. CoRR (2021)
Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong
Towards Flexible Device Participation in Federated Learning. AISTATS (2021)
Su Wang, Yichen Ruan, Yuwei Tu, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong
Network-Aware Optimization of Distributed Learning for Fog Computing. IEEE/ACM Trans. Netw. 29 (5) (2021)
Yichen Ruan, Xiaoxi Zhang, Carlee Joe-Wong
How Valuable Is Your Data? Optimizing Device Recruitment in Federated Learning. WiOpt (2021)
Yuwei Tu, Yichen Ruan, Su Wang, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong
Network-Aware Optimization of Distributed Learning for Fog Computing. CoRR (2020)
Yuwei Tu, Yichen Ruan, Satyavrat Wagle, Christopher G. Brinton, Carlee Joe-Wong
Network-Aware Optimization of Distributed Learning for Fog Computing. INFOCOM (2020)
Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang, Carlee Joe-Wong
Towards Flexible Device Participation in Federated Learning for Non-IID Data. CoRR (2020)
Yichen Ruan, Carlee Joe-Wong
On the Economic Value of Mobile Caching. INFOCOM (2020)
Yichen Ruan, Carlee Joe-Wong
On the Economic Value of Vehicular Caching. SIGMETRICS Perform. Evaluation Rev. 46 (2) (2018)