I am an M.Sc. student in Computer Engineering (Artificial Intelligence) at the University of Isfahan. My current research focuses on scalable learning and equilibrium computation in structured multi-agent systems, particularly on leveraging structural properties of large Markov games to overcome computational bottlenecks.
More broadly, I am interested in developing principled, scalable, and reliable machine learning methods. My interests include reinforcement learning, multi-agent learning, trustworthy machine learning, and generative modeling, with an emphasis on the theoretical and algorithmic foundations of these areas.
Publications

DISTIL: Data-Free Inversion of Suspicious Trojan Inputs via Latent Diffusion
Hossein Mirzaei , Zeinab Sadat Taghavi , Sepehr Rezaee , Masoud Hadi , Moein Madadi , Mackenzie W. Mathis
ICCV 2025

GS-VTON: Controllable 3D Virtual Try-on with Gaussian Splatting
IJCV 2026




RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples
Hossein Mirzaei , Mohammad Jafari , Hamid Reza Dehbashi , Ali Ansari , Sepehr Ghobadi , Masoud Hadi , Arshia Soltani Moakhar , Mohammad Azizmalayeri , Mahdieh Soleymani Baghshah , Mohammad Hossein Rohban
ICML 2024

