Concepedia

Yichen Ruan

YR

Statistics

Publications

7

Citations

304

H-Index

7

Active since

2020

Affiliations

Carnegie Mellon University(Current)

Purdue University West Lafayette

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

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningFederated LearningDistributed LearningData MiningKnowledge DiscoveryArtificial IntelligenceLearning Analytics

Publications per year

2020–2023

7

Publications

7

FedSoft: Soft Clustered Federated Learning with Proximal Local Updating

Yichen Ruan, Carlee Joe‐Wong · Proceedings of the AAAI Conference on Artificial Intelligence · 2022 · 100 citations · Full text

Artificial Intelligence, Cluster Computing, Proximal Updates +15

Network-Aware Optimization of Distributed Learning for Fog Computing

Yuwei Tu, Yichen Ruan, Satyavrat Wagle et al. · 2020 · 70 citations

Fog Networks, Mobile Data Offloading, Engineering +15

Network-Aware Optimization of Distributed Learning for Fog Computing

Su Wang, Yichen Ruan, Yuwei Tu et al. · IEEE/ACM Transactions on Networking · 2021 · 52 citations

Towards Flexible Device Participation in Federated Learning

Yichen Ruan, Xiaoxi Zhang, Shu-Che Liang et al. · arXiv (Cornell University) · 2020 · 33 citations · Full text

Artificial Intelligence, E-learning, Engineering +18

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 et al. · Natural Hazards · 2023 · 19 citations

Urban Land Use, Urban Geography, Hangzhou Urban Area +10

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