Learning Compressed Embeddings for On-Device Inference. - Niketan Pansare; Jay Katukuri; Aditya Arora; Frank Cipollone; Riyaaz Shaik; Noyan Tokgozoglu; Chandru Venkataraman (MLSys, 2022)

Lightweight Safety Guardrails via Synthetic Data and RL-guided Adversarial Training. - Aleksei Ilin; Gor Matevosyan; Xueying Ma; Vladimir Eremin; Suhaa Dada; Muqun Li; Riyaaz Shaik; Haluk N. Tokgozoglu (CoRR, 2025)