1. arXiv: Symmetry-Aware Bayesian Optimization via Max Kernels, Authors: Anthony Bardou, Antoine Gonon, Aryan Ahadinia, Patrick Thiran
2. Scientific Reports: DANI: Fast Diffusion Aware Network Inference with Preserving Topological Structure Property, Authors: Maryam Ramezani, Aryan Ahadinia, Erfan Farhadi, Hamid R. Rabiee
3. TKDD: Joint Inference of Diffusion and Structure in Partially Observed Social Networks Using Coupled Matrix Factorization, Authors: Maryam Ramezani, Aryan Ahadinia, Amirmohammad Ziaei Bideh, Hamid R. Rabiee
Research Experience
1. Six-month internship at Oracle Labs Switzerland, working on LLMs/Agents.
2. Semester research project at EPFL INDY on Bayesian Optimization with Dr. Anthony Bardou and Prof. Dr. Patrick Thiran.
3. Student research assistant at EPFL, working on Deep Equilibrium models.
Education
1. M.Sc. in Computer Science, École polytechnique fédérale de Lausanne (EPFL), 2024 - present
2. B.Sc. in Computer Engineering, Sharif University of Technology, 2019 - 2023
3. High School Diploma in Mathematics-Physics, Allameh Helli Tehran High School, 2016 - 2019
Background
Research Interests: Machine Learning and Data Mining. Specifically: LLMs/Agents, Bayesian Optimization, Graph Mining, and Social Networks.