Sequential Quadratic Optimization for Nonlinear Equality Constrained Stochastic Optimization. - Albert S. Berahas; Frank E. Curtis; Daniel P. Robinson; Baoyu Zhou (SIAM J. Optim., 2021)

Manifold Sampling for Optimizing Nonsmooth Nonconvex Compositions. - Jeffrey Larson 001; Matt Menickelly; Baoyu Zhou (SIAM J. Optim., 2021)

Grad-GradaGrad? A Non-Monotone Adaptive Stochastic Gradient Method. - Aaron Defazio; Baoyu Zhou; Lin Xiao (CoRR, 2022)

Limited-memory BFGS with displacement aggregation. - Albert S. Berahas; Frank E. Curtis; Baoyu Zhou (Math. Program., 2022)

Online Ad Procurement in Non-stationary Autobidding Worlds. - Jason Cheuk Nam Liang; Haihao Lu; Baoyu Zhou (NeurIPS, 2023)

Accelerating stochastic sequential quadratic programming for equality constrained optimization using predictive variance reduction. - Albert S. Berahas; Jiahao Shi; Zihong Yi; Baoyu Zhou (Comput. Optim. Appl., 2023)

A Stochastic Inexact Sequential Quadratic Optimization Algorithm for Nonlinear Equality-Constrained Optimization. - Frank E. Curtis; Daniel P. Robinson; Baoyu Zhou (INFORMS J. Optim., 2024)

Sequential Quadratic Optimization for Stochastic Optimization with Deterministic Nonlinear Inequality and Equality Constraints. - Frank E. Curtis; Daniel P. Robinson; Baoyu Zhou (SIAM J. Optim., 2024)

A Sequential Quadratic Programming Method With High-Probability Complexity Bounds for Nonlinear Equality-Constrained Stochastic Optimization. - Albert S. Berahas; Miaolan Xie; Baoyu Zhou (SIAM J. Optim., 2025)