Scholar
Mahyar Fazlyab
Google Scholar ID: Y3bmjJwAAAAJ
Assistant Professor, Johns Hopkins University
Optimization
Machine Learning
Control Theory
Dynamical Systems
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Citations & Impact
All-time
Citations
2,363
H-index
20
i10-index
31
Publications
20
Co-authors
30
list available
Publications
8 items
Beyond Average Safety: Chance-Constrained LLM Fine-tuning
2026
Cited
0
Minimally Invasive Steering of Language Models
2026
Cited
0
Hierarchical End-to-End Taylor Bounds for Complete Neural Network Verification
2026
Cited
0
Anytime-Feasible First-Order Optimization via Safe Sequential QCQP
2025
Cited
0
Constrained Entropic Unlearning: A Primal-Dual Framework for Large Language Models
2025
Cited
0
Sequential QCQP for Bilevel Optimization with Line Search
2025
Cited
0
Safe Gradient Flow for Bilevel Optimization
2025
Cited
0
Certified Robustness via Dynamic Margin Maximization and Improved Lipschitz Regularization
Neural Information Processing Systems · 2023
Cited
10
Co-authors
14 total
Victor M. Preciado
University of Pennsylvania
George Pappas
UPS Foundation Professor, Electrical and Systems Engineering, University of Pennsylvania
Alejandro Ribeiro
University of Pennsylvania
Santiago Paternain
Rensselaer Polytechnic Institute
Taha Entesari
Johns Hopkins University
Hamed Hassani
University of Pennsylvania (EE, CS, Stat) & Google Research
Alex Robey
Postdoc, Carnegie Mellon University
Sina Sharifi
Johns Hopkins University
