Samy Wu Fung
Scholar

Samy Wu Fung

Google Scholar ID: GN6Erl8AAAAJ
Assistant Professor, Colorado School of Mines
OptimizationImplicit Deep LearningLearning to OptimizeOptimal ControlMean Field Games
Citations & Impact
All-time
Citations
1,367
 
H-index
17
 
i10-index
22
 
Publications
20
 
Co-authors
39
list available
Resume (English only)
Academic Achievements
  • Paper 'Fast Partial Fourier Transforms for Large-Scale Ptychography' accepted by Inverse Problems and Imaging
  • Paper 'Laplace Meets Moreau: Smooth Approximation to Infimal Convolutions Using Laplace’s Method' accepted by JMLR
  • Two papers 'Kernel Expansions for High-Dimensional Mean-Field Control with Non-local Interactions' and 'Mean-Field Control Barrier Functions: A Framework for Real-Time Swarm Control' accepted by ACC 2025
  • Paper 'Differentiating Through Integer Linear Programs with Quadratic Regularization and Davis-Yin Splitting' accepted by Transactions on Machine Learning Research
  • Multiple preprints on topics including optimal control, nonsmooth convex optimization, mean-field games, SAT solving via continuous optimization, numerical solutions of Hamilton-Jacobi PDEs, and generalization bounds for implicit networks