Evaluating the Performance of Large Language Models in Competitive Programming: A Multi-Year, Multi-Grade Analysis. - Adrian Marius Dumitran; Adrian Catalin Badea; Stefan-Gabriel Muscalu (INISTA, 2024)

From Struggle (06-2024) to Mastery (02-2025) LLMs Conquer Advanced Algorithm Exams and Pave the Way for Editorial Generation. - Adrian Marius Dumitran; Theodor-Pierre Moroianu; Vasile Paul Alexe (ITS (1), 2025)

Exploring Large Language Models for Translating Romanian Computational Problems into English. - Adrian Marius Dumitran; Adrian Catalin Badea; Stefan-Gabriel Muscalu; Angela-Liliana Dumitran; Stefan-Cosmin Dascalescu; Radu-Sebastian Amarie (CoRR, 2025)

BacPrep: An Experimental Platform for Evaluating LLM-Based Bacalaureat Assessment. - Adrian Marius Dumitran; Dita Radu (CoRR, 2025)

Leveraging Generative AI for Enhancing Automated Assessment in Programming Education Contests. - Stefan Dascalescu; Adrian Marius Dumitran; Mihai Alexandru Vasiluta (CoRR, 2025)

A Culturally-Rich Romanian NLP Dataset from "Who Wants to Be a Millionaire?" Videos. - Alexandru-Gabriel Ganea; Antonia-Adelina Popovici; Adrian Marius Dumitran (CoRR, 2025)

MateInfoUB: A Real-World Benchmark for Testing LLMs in Competitive, Multilingual, and Multimodal Educational Tasks. - Adrian Marius Dumitran; Theodor-Pierre Moroianu; Buca Mihnea-Vicentiu (CoRR, 2025)

GRILE: A Benchmark for Grammar Reasoning and Explanation in Romanian LLMs. - Adrian Marius Dumitran; Alexandra-Mihaela Danila; Angela-Liliana Dumitran (CoRR, 2025)

Parallel Algorithms for the One Sided Crossing Minimization Problem. - Bogdan-Ioan Popa; Adrian Marius Dumitran; Livia Magureanu (CoRR, 2025)

Do LLMs Understand Romanian Driving Laws? A Study on Multimodal and Fine-Tuned Question Answering. - Eduard Barbu; Adrian Marius Dumitran (CoRR, 2025)

RoBiologyDataChoiceQA: A Romanian Dataset for improving Biology understanding of Large Language Models. - Dragos-Dumitru Ghinea; Adela-Nicoleta Corbeanu; Adrian Marius Dumitran (CoRR, 2025)