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title
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2026-02-17 04:59:43
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Yaodong Yu Yaodong Yu Graduate Student EECS Department, University of California, Berkeley 7th floor, Sutardja Dai Hall, Berkeley, CA 94720. Email: yyu AT eecs DOT berkeley DOT edu About me I am a final-year PhD student in the EECS department at UC Berkeley advised by Michael I. Jordan and Yi Ma . I obtained my B.S. from the Department of Mathematics at Nanjing University, and my M.S. from the Department of Computer Science , University of Virginia. My research interests are broadly in theoretical foundations and applications of trustworthy machine learning. My current focus is on Interpretable white-box deep neural networks [e.g., CRATE: white-box transformer ]; Differentially private foundation models [e.g., ViP: A Differentially Private Vision Foundation Model ]; Optimization and uncertainty quantification for collaborative (federated) learning [e.g., FCP: Federated Conformal Predictors ]; Robustness under distribution shifts [e.g., ProjNorm: Pred...
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