Aounon Kumar (Preferred)
Aounon Kumar
Researcher, Samsung
Joined
May 2021
Names
Emails
****@umd.edu (Confirmed)
****@hbs.edu (Confirmed)
****@samsung.com (Confirmed)
Personal Links
Career & Education History
Researcher
Samsung (samsung.com)
2025 – Present
Postdoc
School of Engineering and Applied Sciences, Harvard University (seas.harvard.edu)
2023 – 2025
PhD student
University of Maryland, College Park (umd.edu)
2017 – 2023
MS student
Indian Institute of Technology Delhi (iitd.ac.in)
2015 – 2017
Undergrad student
Indian Institute of Technology Mandi (iitmandi.ac.in)
2011 – 2015
Advisors, Relations & Conflicts
Expertise
machine learning
, deep learning
, adversarial robustness
, certifiable robustness
, distributional robustness
, generative models
, language models
, AI safety
Present
agentic ai
, ai personalization
, small language models
, resource constrained ai
Present
Publications
Co-Authors
- Aaron Jiaxun Li
- Ahmed Abdelkader
- Alexander Levine
- Atoosa Chegini
- Chirag Agarwal
- Clemens Rösner
- Daniel R. Schmidt
- Hima Lakkaraju
- Himabindu Lakkaraju
- Ioana Oriana Bercea
- John Dickerson
- John P. Dickerson
- Keivan Rezaei
- Lillian Sun
- Martin Groß
- Martin Pawelczyk
- Mehrdad Saberi
- Melanie Schmidt
- Michael J. Curry
- Ping-yeh Chiang
- Samir Khuller
- Soheil Feizi
- Sriram Balasubramanian
- Suraj Srinivas
- Tessa Han