Lyapunov Neural ODE Feedback Control Policies. - Joshua Hang Sai Ip; Georgios Makrygiorgos; Ali Mesbah 002 (CoRR, 2024)

User Preference Meets Pareto-Optimality in Multi-Objective Bayesian Optimization. - Joshua Hang Sai Ip; Ankush Chakrabarty; Ali Mesbah 002; Diego Romeres (AAAI, 2025)

User-Preference Meets Pareto-Optimality: Multi-Objective Bayesian Optimization with Local Gradient Search. - Joshua Hang Sai Ip; Ankush Chakrabarty; Ali Mesbah 002; Diego Romeres (CoRR, 2025)

Towards Scalable Bayesian Optimization via Gradient-Informed Bayesian Neural Networks. - Georgios Makrygiorgos; Joshua Hang Sai Ip; Ali Mesbah 002 (CoRR, 2025)