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Yipeng Zhou — most-cited papers & profile · Large Language Models
← authors
·
overview
Yipeng Zhou
25
papers ·
38
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
On the Practicality of Differential Privacy in Federated Learning by Tuning Iteration Times
2021 · 10 citations
Siamese Foundation Models for Crystal Structure Prediction
2025 · 6 citations
Mitigating Sybil Attacks on Differential Privacy based Federated Learning
2020 · 6 citations
Mitigating Sybil Attacks on Differential Privacy based Federated Learning
2020 · 6 citations
pFedSim: Similarity-Aware Model Aggregation Towards Personalized Federated Learning
2023 · 4 citations
Gain without Pain: Offsetting DP-injected Nosies Stealthily in Cross-device Federated Learning
2021 · 1 citations
Slashing Communication Traffic in Federated Learning by Transmitting Clustered Model Updates
2021 · 1 citations
Optimizing the Numbers of Queries and Replies in Federated Learning with Differential Privacy
2021 · 1 citations
A Fast Blockchain-based Federated Learning Framework with Compressed Communications
2022 · 1 citations
Boost Decentralized Federated Learning in Vehicular Networks by Diversifying Data Sources
2022 · 1 citations
The Power of Bias: Optimizing Client Selection in Federated Learning with Heterogeneous Differential Privacy
2024 · 1 citations
Federated Learning at the Forefront of Fairness: A Multifaceted Perspective
2026
Differentially Private Federated Low Rank Adaptation Beyond Fixed-Matrix
2025
BGTplanner: Maximizing Training Accuracy for Differentially Private Federated Recommenders via Strategic Privacy Budget Allocation
2024
Mitigating Noise Detriment in Differentially Private Federated Learning with Model Pre-training
2024
Topics
Federated Learning
Privacy
Communication
Optimization
Security
Adversarial Attacks
Materials
Chemistry
Physics ML
cs.LG