About
Furong Huang is an Associate Professor in the Department of Computer Science at the University of Maryland. Specializing in trustworthy machine learning, AI for sequential decision-making, and high-dimensional statistics, Dr. Huang focuses on applying theoretical principles to solve practical challenges in contemporary computing.rnrnHer research centers on creating reliable and interpretable machine learning models that operate effectively in real-world settings. She has also made significant strides in sequential decision-making, aiming to develop algorithms that optimize performance and adhere to ethical and safety standards.
Research Performance Summary
First Recorded Paper
Prediction-based spectrum aggregation with hardware limitation in cognitive radio networks
Year: 2010
Citations: 52
Venue: 2010 IEEE 71st Vehicular Technology Conference
Latest Recorded Paper
PersonaLedger: Generating Realistic Financial Transactions with Persona Conditioned LLMs and Rule Grounded Feedback
Year: 2026
Citations: 0
Venue: arXiv preprint arXiv:2601.03149
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.