2026
Bounded Reachability & Jailbreak Detection via Contraction-Constrained State Space Models
AI Measurement Science (AIMS) Workshop @ COLM 2026
conference
2026
SSM Adapters via Hankel Reduced-order Modeling: Injection Site Determines Task Suitability in Long-Context Fine-Tuning
4th Workshop on High-dimensional Learning Dynamics (HiLD) @ ICML 2026
2026
A Multi-Head Attention Approach for SLA Compliance Monitoring in Data Centers
46th IEEE International Conference on Distributed Computing Systems
2026
Safe Navigation using Neural Radiance Fields via Reachable Sets
4th International Conference on Mechatronics, Control and Robotics 2026
2024
Embedding Safety Requirements into Learning-Based Controllers for Urban Air Mobility Applications
AIAA SciTech 2024 Forum
2023
Colocation Datacenter Customer Power Usage Forecasting Using Synthetic Data and Integration of Macroeconomic Indicators
IEEE International Conference on Big Data 2023
2023
Approximating Reachable Sets for Neural Network-Based Models in Real Time via Optimal Control
IEEE Transactions on Control Systems Technology
2023
Data-driven Cyberattack Synthesis against Network Control Systems
International Federation for Automatic Control (IFAC) World Congress 2023
2022
preprint2021
Learning Based Cyberattack Design and Defense for Supervisory Control Systems
European Control Conference (ECC) 2021