福利姬

Employment

• Assistant Professor in Optimization, Linköping University, Linköping, Sweden
  September 2024 - Present
• Postdoctoral Associate in Computer Science and Engineering, University of Minnesota, Minneapolis, USA
  Supervisor: Professor Ju Sun
  Oct 2023 – July 2024

Education

• Ph.D. in Industrial and Systems Engineering, University of Minnesota Minneapolis, USA
  Advisor: Professor Zhaosong Lu
  Sep 2019 – Sep 2023

• B.S. in School of Mathematical Sciences, Xiamen University Xiamen, China
  Supervisor: Professor Wen Huang
  Sep 2015 – July 2019

Conference activities

Presentations

1. “Newton-CG Methods under H¨older Conditions”
   - INFORMS Annual Meeting, Seattle, USA, Oct 2024.
2. “Augmented Lagrangian Methods for Constrained Optimization in Machine Learning”
   - INFORMS Annual Meeting, Phoenix, USA, Oct 2023.
3. “Second-Order Learning via Newton-CG Based Methods”
   - Applied Math conference, Shenzhen University, Shenzhen, China, July 2023.
   - SIAM Conference on Optimization, Seattle, USA, June 2023.
   - Applied Math Seminar, Southern University of Science and Technology, Shenzhen, China, May 2021.
4. “Decision Rule Approaches for Bilevel Linear Programs”
   - INFORMS Annual Meeting, Virtual presentation, Nov 2020.

Conference activities 

Posters

1. “Federated Learning with Convex Constraints”
   - NeurIPS OPT Workshop, New Orleans, USA, Dec 2023.
2. “Novel Algorithms for Nonconvex Second-Order Optimization with Performance Guarantees”
   - Workshop on Continuous Optimization, Foundation of Computational Mathematics (FoCM) Conference, Paris, France, June 2023.

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