Lingjiong Zhu

12 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0001-7595-160X

Florida State University

Publications

• Accelerating Constrained Sampling: A Large Deviations Approach — Journal of Machine Learning Research 2026 (name-matched, not ORCID-linked)
• Network Structures, Audit Policies and the Cost of Security Breaches — Production and Operations Management 2026
• Wasserstein Convergence Guarantees for a General Class of Score-Based Generative Models — Journal of Machine Learning Research 2025 (name-matched, not ORCID-linked)
• Optimal Batch Size and Process Setting in Light-Emitting Diode (LED) Coproduction Processes — Production and Operations Management 2024
• Penalized Overdamped and Underdamped Langevin Monte Carlo Algorithms for Constrained Sampling — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
• Enhancing Make-to-Order Manufacturing Agility: When Flexible Capacity Meets Dynamic Pricing — Production and Operations Management 2024
• Stocking Under Random Demand and Product Variety: Exact Models and Heuristics — Production and Operations Management 2022
• Global Convergence of Stochastic Gradient Hamiltonian Monte Carlo for Nonconvex Stochastic Optimization: Nonasymptotic Performance Bounds and Momentum-Based Acceleration — Operations Research 2022
• Robust Distributed Accelerated Stochastic Gradient Methods for Multi-Agent Networks — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
• Decentralized Stochastic Gradient Langevin Dynamics and Hamiltonian Monte Carlo — Journal of Machine Learning Research 2021 (name-matched, not ORCID-linked)
• On the Variance of Single-Run Unbiased Stochastic Derivative Estimators — INFORMS Journal on Computing 2020 (name-matched, not ORCID-linked)
• Operational Risk Management: A Stochastic Control Framework with Preventive and Corrective Controls — Operations Research 2020