Baoyu Zhou – Services

Professional Community Service

• Vice President, Lehigh University INFORMS Student Chapter, 2020-2021

Conference Sessions Organizer

• International Conference on Continuous Optimization
  Methods for Large-Scale Nonlinear Optimization (I-V), Los Angeles, CA, USA, July 2025
  Advances in Nonlinear Optimization, Bethlehem, PA, USA, July 2022
  Large-Scale, Nonlinear, and Stochastic Optimization (IV), Bethlehem, PA, USA, July 2022

• INFORMS Annual Meeting
  Advances in Nonlinear, Stochastic, and Constrained Optimization, Seattle, WA, USA, October 2024
  Recent Advances in Nonlinear and Stochastic Optimization, Indianapolis, IN, USA, October 2022
  Nonlinear and Stochastic Optimization, Indianapolis, IN, USA, October 2022
  Advances in Nonlinear and Stochastic Optimization (I–II), Anaheim, CA, USA, October 2021
  Optimization in Quantum Computing and vice versa I, Anaheim, CA, USA, October 2021

• INFORMS Optimization Society Conference
  Methods for Large-Scale Nonlinear and Stochastic Optimization (I-III), Houston, TX, USA, March 2024

• MOPTA Conference
  Nonlinear and Stochastic Optimization Algorithms, Bethlehem, PA, USA, August 2021
  Algorithms for Derivative-Free Optimization, Bethlehem, PA, USA, August 2021

• SIAM Conference on Optimization
  Recent Advances in Large-Scale Nonlinear Optimization I-II (Sessions I-IV), Seattle, WA, USA, May 2023

Journal Reviewer

• Computational Optimization and Applications

• EURO Journal on Computational Optimization

• IEEE Control Systems Letters

• IEEE Transactions on Automatic Control

• IEEE Transactions on Network Science and Engineering

• IEEE Transactions on Neural Networks and Learning Systems

• IEEE Transactions on Pattern Analysis and Machine Intelligence

• IMA Journal of Numerical Analysis

• INFORMS Journal on Data Science

• Journal of Global Optimization

• Journal of Machine Learning Research

• Journal of Optimization Theory and Applications

• Journal of Scientific Computing

• Machine Learning

• Management Science

• Mathematical Methods of Operations Research

• Mathematical Programming

• Mathematical Programming Computation

• Mathematics and Computers in Simulation

• Mathematics of Computation

• Optimization Methods and Software

• SIAM Journal on Mathematics of Data Science

• SIAM Journal on Matrix Analysis and Applications

• SIAM Journal on Optimization

• Signal Processing

Conference Reviewer

• Constrained Optimization for Machine Learning (COML) Workshop, NeurIPS 2025

• When Machine Learning meets Dynamical Systems: Theory and Applications (MLmDS) Workshop, AAAI 2023

• Optimization for Machine Learning (OPT) Workshop, NeurIPS 2022

• New Frontiers in Federated Learning (NFFL) Workshop, NeurIPS 2021

• Optimization for Machine Learning (OPT) Workshop, NeurIPS 2021

• Optimization for Machine Learning (OPT) Workshop, NeurIPS 2020