Hidden in Plain Text: Emergence & Mitigation of Steganographic Collusion in LLMs. - Yohan Mathew; Ollie Matthews; Robert McCarthy; Joan Velja; Christian Schröder de Witt; Dylan Cope; Nandi Schoots (CoRR, 2024)

Dynamic Vocabulary Pruning in Early-Exit LLMs. - Jort Vincenti; Karim Abdel Sadek; Joan Velja; Matteo Nulli; Metod Jazbec (CoRR, 2024)

'Explaining RL Decisions with Trajectories': A Reproducibility Study. - Karim Abdel Sadek; Matteo Nulli; Joan Velja; Jort Vincenti (Trans. Mach. Learn. Res., 2024)

Modular Training of Neural Networks aids Interpretability. - Satvik Golechha; Maheep Chaudhary; Joan Velja; Alessandro Abate; Nandi Schoots (CoRR, 2025)