About Me
I am a master of computer science student at IC, EPFL. I’m currently doing a six month internship at Oracle Labs Switzerland on LLMs/Agents. I had done a semester research project at INDY, EPFL on Bayesian Optimization with Dr. Anthony Bardou and Prof. Dr. Patrick Thiran. I also worked on Deep Equilibrium models as student research assistant at EPFL. Previously, I completed my bachelor’s degree in Computer Engineering at Sharif University of Technology and done my thesis on graph mining in social networks under supervision of Prof. Dr. Maryam Ramezani and Prof. Dr. Hamid R. Rabiee.
Research Interests
In a nutshell, I am interested in Machine Learning and Data Mining. More specifically:
- LLMs/Agents: During my internship at Oracle Labs, I have worked on different aspects of building and using LLMs/Agents with reasoning capability.
- Bayesian Optimization: As a semester project at EPFL, I have worked on encoding invariance in BO for more efficient BO with lower regret bound (arXiv ‘25).
- Graph Mining, Social Networks: During my bachelors, I have worked on graph mining in the context of social networks. We were particullarly interested in applying probablistic models on time-series data to discover hidden spatial and temporal relations in Social Media (TKDD ‘23, Scientific Reports ‘24).
Education
News
- [October 2025] Oracle has open-sourced agent-spec and wayflow for building agents! Proud to be a very small part of this project during my internship.
- [September 2025] “Symmetry-Aware Bayesian Optimization via Max Kernels”, outcome of my semester project at INDY, EPFL, under supervision Dr. Anthony Bardou and Prof. Dr. Patrick Thiran is now available on arXiv.
- [July 2025] Starting a six month internship at Oracle Labs Switzerland! Excited to work on LLMs/agents there.
- [September 2024] Starting master of Computer Science at EPFL.
- [September 2023] Graduated from Department of Computer Engineering, Sharif University of Technology!
Publications
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arXiv
Anthony Bardou, Antoine Gonon, Aryan Ahadinia, Patrick Thiran
arXiv preprint arXiv:2509.25051
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Scientific Reports
Maryam Ramezani, Aryan Ahadinia, Erfan Farhadi, and Hamid R. Rabiee
Nature Scientific Reports volume 14, Article number: 31053 (2024)
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TKDD
Maryam Ramezani, Aryan Ahadinia, Amirmohammad Ziaei Bideh, and Hamid R. Rabiee
ACM Transactions on Knowledge Discovery from Data (TKDD), Volume 17, Issue 9, 2023
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