Adapting Deep Learning Models to New Meteorological Contexts Using Transfer Learning. - Pooya Khorrami; Olga Simek; Brian Cheung; Mark Veillette; Rumen Dangovski; Ileana Rugina; Marin Soljacic; Pulkit Agrawal 001 (IEEE BigData, 2021)

Meta-Learning and Self-Supervised Pretraining for Real World Image Translation. - Ileana Rugina; Rumen Dangovski; Mark Veillette; Pooya Khorrami; Brian Cheung; Olga Simek; Marin Soljacic (CoRR, 2021)

Meta-Learning and Self-Supervised Pretraining for Storm Event Imagery Translation. - Ileana Rugina; Rumen Dangovski; Mark Veillette; Pooya Khorrami; Brian Cheung; Olga Simek; Marin Soljacic (HPEC, 2023)

Data-Informed Global Sparseness in Attention Mechanisms for Deep Neural Networks. - Ileana Rugina; Rumen Dangovski; Li Jing 001; Preslav Nakov; Marin Soljacic (LREC/COLING, 2024)

Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning. - Adib Hasan; Ileana Rugina; Alex Wang (CoRR, 2024)