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Yan Kang — most-cited papers & profile · Federated Learning
← authors
·
overview
Yan Kang
12
papers ·
90
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
FATE-LLM: A Industrial Grade Federated Learning Framework for Large Language Models
2023 · 33 citations
Federated Deep Learning with Bayesian Privacy
2021 · 10 citations
Batch Label Inference and Replacement Attacks in Black-Boxed Vertical Federated Learning
2021 · 10 citations
Optimizing Privacy, Utility and Efficiency in Constrained Multi-Objective Federated Learning
2023 · 6 citations
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning
2021 · 5 citations
Trading Off Privacy, Utility and Efficiency in Federated Learning
2022 · 5 citations
A Framework for Evaluating Privacy-Utility Trade-off in Vertical Federated Learning
2022 · 5 citations
Grounding Foundation Models through Federated Transfer Learning: A General Framework
2023 · 5 citations
A Hybrid Self-Supervised Learning Framework for Vertical Federated Learning
2022 · 4 citations
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
2024 · 1 citations
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation
2023 · 1 citations
Top co-authors
Qiang Yang
· 9
Lixin Fan
· 8
Hanlin Gu
· 5
Yuanqin He
· 5
Jiahuan Luo
· 4
Xiaojin Zhang
· 2
Bowen Li
· 1
Guoqiang Ma
· 1
Guoqiang Ma
· 1
Jinnan He
· 1
Kai Chen
· 1
Kai Chen
· 1
Topics
Federated Learning
Privacy
Communication
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