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Funded Research Projects

  • Project title: Privacy-Preserving Federated Learning for Science: Building Sustainable and Trustworthy Foundation Models 
    • Sponsor: Department of Energy (Advanced Scientific Computing Research Program, #DE-SC0025570)
    • Role: Co-Principal Investigator
    • Budget: $525,000
    • Performance period: from 9/1/2024 to 8/31/2027
  • Project title: Randomized Federated Learning for Nonsmooth, Nonconvex, and Hierarchical Optimization
    • Sponsor: Department of Energy (Advanced Scientific Computing Research Program, #DE-SC0023303)
    • Role: Principal Investigator
    • Budget: $400,000
    • Performance period: from 9/1/2022 to 8/31/2024
  • Project title: Hierarchical Programs Under Uncertainty: Risk, Discreteness, and Distributed Resolution
    • Sponsor: Office of Naval Research  (#N00014-22-1-2757)
    • Role: Principal Investigator
    • Budget: $300,000
    • Performance period: from 10/1/2022 to 9/30/2025
  • Project title: Advancing Mathematical Models and Algorithms for Decentralized Optimization in Complex Multi-agent Networks
    • Sponsor: National Science Foundation (Faculty Early Career Development Program, ECCS, #1944500)
    • Role: Sole Principal Investigator
    • Budget: $500,000
    • Performance period: from 3/1/2020 to 2/28/2025