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Shuangyi Chen — most-cited papers & profile · Federated Learning
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overview
Shuangyi Chen
6
papers ·
1
citations
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Semantic Scholar ↗
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Most-cited papers
Robust Federated Finetuning of LLMs via Alternating Optimization of LoRA
2025 · 1 citations
Secure Aggregation in Federated Learning using Multiparty Homomorphic Encryption
2025
Quadratic Functional Encryption for Secure Training in Vertical Federated Learning
2023
Secure Inference for Vertically Partitioned Data Using Multiparty Homomorphic Encryption
2024
Robust Federated Finetuning of Foundation Models via Alternating Minimization of LoRA
2024
Top co-authors
Ashish Khisti
· 4
Yue Ju
· 3
Zhongwen Zhu
· 3
and Ashish Khisti
· 1
Anuja Modi
· 1
Erfan Hosseini
· 1
Hardik Dalal
· 1
Harik Dalal
· 1
Shweta Agrawal
· 1
Yuanxin Guo
· 1
Topics
Federated Learning
Encryption
Communication
Optimization
Security
Privacy
Data Heterogeneity