Prune and Tune: Improving Efficient Pruning Techniques for Massive Language Models. - Aaquib Syed; Phillip Huang Guo; Vijaykaarti Sundarapandiyan (Tiny Papers @ ICLR, 2023)

Attribution Patching Outperforms Automated Circuit Discovery. - Aaquib Syed; Can Rager; Arthur Conmy (CoRR, 2023)

Refusal in Language Models Is Mediated by a Single Direction. - Andy Arditi; Oscar Obeso; Aaquib Syed; Daniel Paleka; Nina Panickssery; Wes Gurnee; Neel Nanda (NeurIPS, 2024)

Refusal in Language Models Is Mediated by a Single Direction. - Andy Arditi; Oscar Obeso; Aaquib Syed; Daniel Paleka; Nina Rimsky; Wes Gurnee; Neel Nanda (CoRR, 2024)

Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization. - Phillip Guo; Aaquib Syed; Abhay Sheshadri; Aidan Ewart; Gintare Karolina Dziugaite (CoRR, 2024)