Deng, Yuyang

11 publications

NeurIPS 2025 Mixed-Sample SGD: An End-to-End Analysis of Supervised Transfer Learning Yuyang Deng, Samory Kpotufe

AISTATS 2025 Stochastic Compositional Minimax Optimization with Provable Convergence Guarantees Yuyang Deng, Fuli Qiao, Mehrdad Mahdavi

ICML 2024 Collaborative Learning with Different Labeling Functions Yuyang Deng, Mingda Qiao

AISTATS 2024 On the Generalization Ability of Unsupervised Pretraining Yuyang Deng, Junyuan Hong, Jiayu Zhou, Mehrdad Mahdavi

NeurIPS 2023 Distributed Personalized Empirical Risk Minimization Yuyang Deng, Mohammad Mahdi Kamani, Pouria Mahdavinia, Mehrdad Mahdavi

NeurIPS 2023 Mixture Weight Estimation and Model Prediction in Multi-Source Multi-Target Domain Adaptation Yuyang Deng, Ilja Kuzborskij, Mehrdad Mahdavi

NeurIPS 2023 Understanding Deep Gradient Leakage via Inversion Influence Functions Haobo Zhang, Junyuan Hong, Yuyang Deng, Mehrdad Mahdavi, Jiayu Zhou

AISTATS 2022 Local SGD Optimizes Overparameterized Neural Networks in Polynomial Time Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi

NeurIPS 2022 Tight Analysis of Extra-Gradient and Optimistic Gradient Methods for Nonconvex Minimax Problems Pouria Mahdavinia, Yuyang Deng, Haochuan Li, Mehrdad Mahdavi

AISTATS 2021 Local Stochastic Gradient Descent Ascent: Convergence Analysis and Communication Efficiency Yuyang Deng, Mehrdad Mahdavi

NeurIPS 2020 Distributionally Robust Federated Averaging Yuyang Deng, Mohammad Mahdi Kamani, Mehrdad Mahdavi