Using DUCK-Net for Polyp Image Segmentation. - Razvan-Gabriel Dumitru; Darius Peteleaza; Catalin Craciun (CoRR, 2023)

Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy. - Razvan-Gabriel Dumitru; Paul-Ioan Clotan; Vikas Yadav; Darius Peteleaza; Mihai Surdeanu (EMNLP (Findings), 2024)

Enhancing Transformer RNNs with Multiple Temporal Perspectives. - Razvan-Gabriel Dumitru; Darius Peteleaza; Mihai Surdeanu (CoRR, 2024)

Electricity consumption forecasting for sustainable smart cities using machine learning methods. - Darius Peteleaza; Alexandru Matei; Radu Sorostinean; Arpad Gellert; Ugo Fiore; Bala-Constantin Zamfirescu; Francesco Palmieri 002 (Internet Things, 2024)

ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models. - Razvan-Gabriel Dumitru; Darius Peteleaza; Vikas Yadav; Liangming Pan (CoRR, 2025)