Sotabase

Career

· Research Scientist, Apple AI/ML2023–
· Research Scientist, DeepMind2020–

Publications (68)

Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates
International Conference on Machine Learning · 2018
1,950
cited
An Efficient Framework for Clustered Federated Learning
IEEE Transactions on Information Theory · 2020
1,109
cited
Rademacher Complexity for Adversarially Robust Generalization
International Conference on Machine Learning · 2018
281
cited
Robust Federated Learning in a Heterogeneous Environment
arXiv.org · 2019
248
cited
Gradient Diversity: a Key Ingredient for Scalable Distributed Learning
International Conference on Artificial Intelligence and Statistics · 2017
145
cited
Doxorubicin Induces Endotheliotoxicity and Mitochondrial Dysfunction via ROS/eNOS/NO Pathway
Frontiers in Pharmacology · 2020
129
cited
Epigallocatechin-3-gallate pretreatment alleviates doxorubicin-induced ferroptosis and cardiotoxicity by upregulating AMPKα2 and activating adaptive autophagy
Redox Biology · 2021
116
cited
Curcumin attenuates doxorubicin-induced cardiotoxicity via suppressing oxidative stress and preventing mitochondrial dysfunction mediated by 14-3-3γ.
Food & Function · 2018
110
cited
Defending Against Saddle Point Attack in Byzantine-Robust Distributed Learning
International Conference on Machine Learning · 2018
104
cited
Taurine supplementation reduces oxidative stress and protects the liver in an iron-overload murine model
Molecular Medicine Reports · 2014
91
cited
Kaempferol protects cardiomyocytes against anoxia/reoxygenation injury via mitochondrial pathway mediated by SIRT1.
European Journal of Pharmacology · 2015
88
cited
Long-term oral resveratrol intake provides nutritional preconditioning against myocardial ischemia/reperfusion injury: involvement of VDAC1 downregulation.
Molecular Nutrition & Food Research · 2015
75
cited
Apple Intelligence Foundation Language Models
arXiv.org · 2024
69
cited
PhaseCode: Fast and efficient compressive phase retrieval based on sparse-graph codes
Allerton Conference on Communication, Control, and Computing · 2014
66
cited
Architecture Matters in Continual Learning
arXiv.org · 2022
63
cited
Quercetin protects cardiomyocytes against doxorubicin-induced toxicity by suppressing oxidative stress and improving mitochondrial function via 14-3-3γ
Toxicology Mechanisms and Methods · 2019
59
cited
Stochastic Gradient and Langevin Processes
International Conference on Machine Learning · 2019
51
cited
Tanshinone IIA Pretreatment Protects H9c2 Cells against Anoxia/Reoxygenation Injury: Involvement of the Translocation of Bcl-2 to Mitochondria Mediated by 14-3-3η
Oxidative Medicine and Cellular Longevity · 2018
49
cited
Quercetin protects the vascular endothelium against iron overload damages via ROS/ADMA/DDAHⅡ/eNOS/NO pathway.
European Journal of Pharmacology · 2019
48
cited
Iron Overload Damages the Endothelial Mitochondria via the ROS/ADMA/DDAHII/eNOS/NO Pathway
Oxidative Medicine and Cellular Longevity · 2019
44
cited
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Dong Yin | Researcher Profile | Sotabase | Sotabase