Concepedia

Author

Yichen Ruan

Carnegie Mellon University

Also Known As

Ruan, Yichen, Yichen Ruan

17

Publications

337

Citations

7

H-Index

34

Concepts

All Affiliations

Carnegie Mellon UniversityPurdue University West Lafayette
YR

About

Yichen Ruan is an author at Carnegie Mellon University specializing in engineering, distributed learning, and data science.

Top Concepts

#ConceptH-IndexPublicationsCitations

1

Engineering

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233

2

Computer Science

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5

233

3

Education

1

1

33

4

Social Sciences

1

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19

5

Civil Engineering

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19

Yichen Ruan

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7

Publications

304

Citations

7

H-Index

YearCitations

FedSoft: Soft Clustered Federated Learning with Proximal Local Updating

Yichen Ruan, Carlee Joe‐Wong

Proceedings of the AAAI Conference on Artificial Intelligence

2022

100

Network-Aware Optimization of Distributed Learning for Fog Computing

Yuwei Tu, Yichen Ruan, Satyavrat Wagle,

2020

70

Network-Aware Optimization of Distributed Learning for Fog Computing

Su Wang, Yichen Ruan, Yuwei Tu,

IEEE/ACM Transactions on Networking

2021

52

Towards Flexible Device Participation in Federated Learning

Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang,

arXiv (Cornell University)

2020

33

Risk assessment and spatial regulation on urban ground collapse based on geo-detector: a case study of Hangzhou urban area

Xiaoyi Zhang, Yichen Ruan, Weihao Xuan,

Natural Hazards

2023

19

How Valuable Is Your Data? Optimizing Client Recruitment in Federated Learning

Yichen Ruan, Xiaoxi Zhang, Carlee Joe‐Wong

2021

18

Towards Flexible Device Participation in Federated Learning for Non-IID Data.

Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang,

arXiv (Cornell University)

2020

12

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