Mohanty and a multi-institution team demonstrated a fast, explicit approach to constructing lossless vertex expansion networks.

As LLMs and diffusion models power more applications, their safety alignment becomes critical. Our research shows that even minimal downstream fine‑tuning can weaken safeguards, raising a key question ...