ReIL: A Framework for Reinforced Intervention-based Imitation Learning. - Rom N. Parnichkun; Matthew N. Dailey; Atsushi Yamashita (CoRR, 2022)

Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions. - Stefano Massaroli; Michael Poli; Daniel Y. Fu; Hermann Kumbong; Rom N. Parnichkun; David W. Romero; Aman Timalsina; Quinn McIntyre; Beidi Chen; Atri Rudra; Ce Zhang 001; Christopher Ré; et al. (NeurIPS, 2023)

State-Free Inference of State-Space Models: The *Transfer Function* Approach. - Rom N. Parnichkun; Stefano Massaroli; Alessandro Moro; Jimmy T. H. Smith; Ramin M. Hasani; Mathias Lechner; Qi An; Christopher Ré; Hajime Asama; Stefano Ermon; Taiji Suzuki; Michael Poli; et al. (ICML, 2024)

STAR: Synthesis of Tailored Architectures. - Armin W. Thomas; Rom N. Parnichkun; Alexander Amini; Stefano Massaroli; Michael Poli (ICLR, 2025)

Quantifying Memory Utilization with Effective State-Size. - Rom N. Parnichkun; Neehal Tumma; Armin W. Thomas; Alessandro Moro; Qi An; Taiji Suzuki; Atsushi Yamashita; Michael Poli; Stefano Massaroli (CoRR, 2025)