Faculty Profiles - MEI Sanyou | The Hong Kong University of Science and Technology

Sanyou MEI
梅三友

PhD in Industrial Engineering
University of Minnesota, 2025

Assistant Professor
Department of Industrial Engineering and Decision Analytics

(852) 2358 8237
symei@ust.hk
Room 5559E
Personal Web

Google Scholar

mzIWgpwAAAAJ

ORCID

0009-0001-9028-7847

ResearcherID

HQK-3067-2023

Scopus ID

57752171300

Research Interest Publications Teaching Assignment

Research Interest

Optimization
Stochastic optimization
Operations research

Publications

All Years 6 2026 2 2025 1 2024 2 2023 1 2022 0 2021 0

2026 2

A first-order method for nonconvex-strongly-concave constrained minimax optimization

Optimization Methods and Software
Lu, Zhaosong; Mei, Sanyou
Article

Variance-Reduced First-Order Methods for Deterministically Constrained Stochastic Nonconvex Optimization with Strong Convergence Guarantees

SIAM Journal on Optimization, v. 36, (1)
Lu, Zhaoxsong; Mei, Sanyou; Xiao, Yifeng
Article

2025 1

A first-order augmented Lagrangian method for constrained minimax optimization

Mathematical Programming, v. 213, (1-2), p. 1063-1104
Lu, Zhaosong; Mei, Sanyou
Article

2024 2

First-order penalty methods for bilevel optimization

SIAM Journal on Optimization, v. 34, (2), p. 1937-1969
Lu, Zhaosong; Mei, Sanyou
Article

Primal-Dual Extrapolation Methods for Monotone Inclusions Under Local Lipschitz Continuity

Mathematics of Operations Research
Lu, Zhaosong; MEI, Sanyou
Article

2023 1

Accelerated first-order methods for convex optimization with locally Lipschitz continuous gradient

SIAM Journal on Optimization, v. 33, (3), p. 2275-2310
Lu, Zhaosong; Mei, Sanyou
Article

Article 2

A first-order method for nonconvex-strongly-concave constrained minimax optimization

Optimization Methods and Software
Lu, Zhaosong; Mei, Sanyou

Variance-Reduced First-Order Methods for Deterministically Constrained Stochastic Nonconvex Optimization with Strong Convergence Guarantees

SIAM Journal on Optimization, v. 36, (1)
Lu, Zhaoxsong; Mei, Sanyou; Xiao, Yifeng

Article 1

A first-order augmented Lagrangian method for constrained minimax optimization

Mathematical Programming, v. 213, (1-2), p. 1063-1104
Lu, Zhaosong; Mei, Sanyou

Article 2

First-order penalty methods for bilevel optimization

SIAM Journal on Optimization, v. 34, (2), p. 1937-1969
Lu, Zhaosong; Mei, Sanyou

Primal-Dual Extrapolation Methods for Monotone Inclusions Under Local Lipschitz Continuity

Mathematics of Operations Research
Lu, Zhaosong; MEI, Sanyou

Article 1

Accelerated first-order methods for convex optimization with locally Lipschitz continuous gradient

SIAM Journal on Optimization, v. 33, (3), p. 2275-2310
Lu, Zhaosong; Mei, Sanyou

No Publications

Teaching Assignment

2025-26 Summer 0 2025-26 Spring 1 2025-26 Winter 0 2025-26 Fall 1 2024-25 Summer 0 2024-25 Spring 0

IEDA5230

Deterministic Models in Operations Research

IEDA4000F

Deep Learning for Decision Analytics

No Teaching Assignments

Research Interest

Publications

2026 2

2025 1

2024 2

2023 1

Article 2

Article 1

Article 2

Article 1

Teaching Assignment

Projects

From January 2024 to December 2026

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