Title: E2EdgeAI: Energy Efficient Edge AI for On-device Situation Awareness
Speaker:
Tinoosh Mohsenin
BIO:
Tinoosh Mohsenin is an Associate Professor of Electrical and Computer Engineering at the Whiting School of Engineering, with a secondary appointment in the Department of Computer Science at Johns Hopkins University. She is an affiliate faculty member of the Institute for Assured Autonomy (IAA) and the Data Science and AI Institute (DSAI). She directs the Energy-Efficient High-Performance Computing Lab, focusing on energy-efficient computing for signal processing, machine learning, and multimodal AI in applications such as autonomous systems, health monitoring, and cyber-physical systems.
She earned her Master’s degree from Rice University in 2004 and her Ph.D. in Electrical and Computer Engineering from the University of California, Davis, in 2010. Dr. Mohsenin has authored over 150 peer-reviewed journal and conference publications and has received multiple prestigious awards, including the NSF CAREER Award (2017), the Best Paper Award at the ACM Great Lakes VLSI Conference (2016), and an Honorable Mention for Best Paper at the IEEE Circuits and Systems Symposium (2017) for her contributions to biomedical and deep learning processors.
She received the ISSCC 2020 Evening Session Award for co-organizing the session “The Smartest Designer in the Universe”. In 2022, she was the invited moderator for the ISSCC panel “The Bright and Dark Side of AI” and served as a keynote speaker for the IEEE AI Circuits and Systems Conference (AICAS), the 14th IEEE Dallas Circuits and Systems Conference (DCAS), and the 27th IEEE International Conference on Electronics Circuits and Systems (ICECS).
Dr. Mohsenin has also served as the General Chair of the Edge AI Foundation in Academia and is a co-organizer of 61st IEEE/ACM Design Automation Conference (DAC) Workshop on Deep Learning Hardware Co-Design for Generative AI Acceleration. She is the Chair and Co-Organizer of GenAI@Edge: Empowering Generative AI at the Edge, part of the 2025 AAAI Spring Symposium. She serves as a Senior Editorial Board member of the IEEE Journal on Emerging and Selected Topics in Circuits and Systems (JETCAS).