Anas Mohamed

I am an M.S Student in Computer Science at the University of Minnesota, advised by Ali Anwar in the Distributed Machine Learning and Systems Lab. Before my Master’s, I also completed my B.S in Computer Science at the University of Minnesota in December 2024.

My research interests are in optimizing systems for ML, with a focus on efficiency and scalability. I enjoy working on problems where algorithmic techniques meet system-level challenges, especially involving trade-offs and finding optimal solutions. My current work focuses on system-level optimizations for multi-agent coordination.

Selected Publications

arXiv

Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering

Anas, Mohamed, Azal Ahmad, Khan, Xinran, Wang, Ahmad Faraz, Khan, Shuwen, Ge, Saman Bahzad, Khan, Ayaan, Ahmad, and Ali, Anwar

2025

arXiv Bib

@misc{semdpo,
  title = {Sem-DPO: Mitigating Semantic Inconsistency in Preference Optimization for Prompt Engineering},
  author = {Mohamed, Anas and Khan, Azal Ahmad and Wang, Xinran and Khan, Ahmad Faraz and Ge, Shuwen and Khan, Saman Bahzad and Ahmad, Ayaan and Anwar, Ali},
  year = {2025},
}

arXiv

LADs: Leveraging LLMs for AI-Driven DevOps

Ahmad Faraz, Khan, Azal Ahmad, Khan, Anas, Mohamed, Haider, Ali, Suchithra, Moolinti, Sabaat, Haroon, Usman, Tahir, Mattia, Fazzini, Ali R., Butt, and Ali, Anwar

2025

arXiv Bib

@misc{lads,
  title = {LADs: Leveraging LLMs for AI-Driven DevOps},
  author = {Khan, Ahmad Faraz and Khan, Azal Ahmad and Mohamed, Anas and Ali, Haider and Moolinti, Suchithra and Haroon, Sabaat and Tahir, Usman and Fazzini, Mattia and Butt, Ali R. and Anwar, Ali},
  year = {2025},
}