Anja Šurina

I am a PhD student at EPFL advised by Prof. Caglar Gulcehre and Prof. Emmanuel Abbe, and a Research Fellow at Inherent Laboratories.

My research focuses on training and using LLMs for scientific discovery, and on understanding their intelligence.

Previously, I did research at:

I received an MSc in Neural Systems and Computation from ETH Zurich and a BSc in Electrical Engineering from the University of Ljubljana.

Publications

  1. Damon Falck, Samer Sabri, Anja Surina, Thom Foster, Anya Sims, Sam Devlin, Dylan Rogers, Tantum Collins, Kaloyan Aleksiev, Louis Kirsch, Edward Hughes
    arXiv2026
  2. Tim R. Davidson*, Anja Surina*, Caglar Gulcehre
    NeurIPS2026
    COLM-W2026 Oral · Scientific Understanding of Foundation Models Workshop
  3. George Tsoukalas, Anton Kovsharov, Sergey Shirobokov, Anja Surina, Moritz Firsching, Gergely Bérczi, Francisco J. R. Ruiz, Arun Suggala, Adam Zsolt Wagner, Eric Wieser, Lei Yu, Aja Huang, Miklós Z. Horváth, Andrew Ferraiuolo, Henryk Michalewski, Edward Lockhart, Codrut Grosu, Thomas Hubert, Matej Balog, Pushmeet Kohli, Swarat Chaudhuri
    arXiv2026
  4. Anja Surina, Arun Suggala, George Tsoukalas, Anton Kovsharov, Sergey Shirobokov, Francisco JR Ruiz, Pushmeet Kohli, Swarat Chaudhuri
    arXiv2026
  5. Anja Surina, Amin Mansouri, Lars C.P.M. Quaedvlieg, Amal Seddas, Maryna Viazovska, Emmanuel Abbe, Caglar Gulcehre
    COLM2025
  6. Denis Tarasov, Anja Surina, Caglar Gulcehre
    arXiv2024
  7. Hamed Nilforoshan, Michael Moor, Yusuf Roohani, Yining Chen, Anja Surina, Michihiro Yasunaga, Sara Oblak, Jure Leskovec
    NeurIPS2023 Spotlight
  8. Thomas Bohnstingl, Anja Surina, Maxime Fabre, Yiğit Demirağ, Charlotte Frenkel, Melika Payvand, Giacomo Indiveri, Angeliki Pantazi
    AICAS2022

* equal contribution