Abhimanyu Hans

I’m CS PhD student at University of Maryland, College Park advised by Prof. Tom Goldstein.

My research focuses on making LLMs more capable and trustworthy across the full LLM stack – from pretraining and post-training to inference. My work includes Binoculars, which detects LLM-generated text without training a detector, and goldfish loss, which changes the training objective to reduce memorization in language models.