Furong Huang

Associate Professor
Email: furongh
umd[.dot.]edu

Phone:
(301) 405-8010
Location:
IRB 4124
Website:
Google Scholar:
Twitter:
Appointments:
CS, UMIACS, ECE, AMSC
Research Areas:
Interest Areas:
machine learning, reinforcement learning, Generative AI, trustworthy AI/ML
Biography
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.
Her 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.
Honors and Awards
Year | Type | Org. | Name |
---|---|---|---|
2022 | Award |
JP Morgan Faculty Research Award |
|
2021 | Award |
Best Paper Best Paper Award at Safe and Robust Control of Uncertain Systems, NeurIPS 2021. |
|
2020 | Award |
JP Morgan Faculty Research Award |
|
2019 | Award |
JP Morgan Faculty Research Award |
|
2019 | Award | NSF |
CISE CRII |
2017 | Award |
Adobe Faculty Research Award |