Zhu, Zhenyu

13 publications

TMLR 2026 Multi-Step Alignment as Markov Games: An Optimistic Online Mirror Descent Approach with Convergence Guarantees Yongtao Wu, Luca Viano, Kimon Antonakopoulos, Yihang Chen, Zhenyu Zhu, Quanquan Gu, Volkan Cevher

ICLR 2025 How Gradient Descent Balances Features: A Dynamical Analysis for Two-Layer Neural Networks Zhenyu Zhu, Fanghui Liu, Volkan Cevher

ICML 2025 Training Deep Learning Models with Norm-Constrained LMOs Thomas Pethick, Wanyun Xie, Kimon Antonakopoulos, Zhenyu Zhu, Antonio Silveti-Falls, Volkan Cevher

NeurIPSW 2024 How Do Students Become Teachers: A Dynamical Analysis for Two-Layer Neural Networks Zhenyu Zhu, Fanghui Liu, Volkan Cevher

NeurIPSW 2024 Imbalance-Regularized LoRA: A Plug-and-Play Method for Improving Fine-Tuning of Foundation Models Zhenyu Zhu, Yongtao Wu, Quanquan Gu, Volkan Cevher

NeurIPSW 2024 Multi-Step Preference Optimization via Two-Player Markov Games Yongtao Wu, Luca Viano, Yihang Chen, Zhenyu Zhu, Quanquan Gu, Volkan Cevher

ICML 2023 Benign Overfitting in Deep Neural Networks Under Lazy Training Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Francesco Locatello, Volkan Cevher

NeurIPS 2023 Initialization Matters: Privacy-Utility Analysis of Overparameterized Neural Networks Jiayuan Ye, Zhenyu Zhu, Fanghui Liu, Reza Shokri, Volkan Cevher

NeurIPS 2023 Sample Complexity Bounds for Score-Matching: Causal Discovery and Generative Modeling Zhenyu Zhu, Francesco Locatello, Volkan Cevher

ICLR 2022 Controlling the Complexity and Lipschitz Constant Improves Polynomial Nets Zhenyu Zhu, Fabian Latorre, Grigorios Chrysos, Volkan Cevher

NeurIPS 2022 Extrapolation and Spectral Bias of Neural Nets with Hadamard Product: A Polynomial Net Study Yongtao Wu, Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

NeurIPS 2022 Generalization Properties of NAS Under Activation and Skip Connection Search Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher

NeurIPS 2022 Robustness in Deep Learning: The Good (width), the Bad (depth), and the Ugly (initialization) Zhenyu Zhu, Fanghui Liu, Grigorios Chrysos, Volkan Cevher