Faculty

Research Activities

Shiv Chandrasekaran

Professor & Vice Chair of EE Undergraduate Studies

3109 Harold Frank Hall

Fast Algorithms for Partial Differential Equations, Signal and Image Processing

AI for Scientific Discovery AI for Vision and Language Computer Vision, Graphics, and Computational Imaging Control, Optimization and Game Theory Hardware and Algorithms for AI Signal and Image Processing Theoretical Foundations of AI

Peng Li

Professor

4123 Harold Frank Hall

Brain-Inspired Computing, Applied Machine Learning, Hardware Machine Learning Systems, Machine Learning Enabled Electronic Design Automation, Circuits & Systems

AI for Decision Making, Autonomy and Robotics AI for Scientific Discovery AI for Vision and Language Bio & Physics‑Inspired Computing Circuits, VLSI & EDA (Design, Verification & Test) Computer Architecture & Systems Edge AI Hardware and Algorithms for AI Trustworthy and Robust AI

B.S. Manjunath

Distinguished Professor

3157 Harold Frank Hall

Image Informatics

AI for Decision Making, Autonomy and Robotics AI for Scientific Discovery AI for Vision and Language Computer Vision, Graphics, and Computational Imaging Edge AI Edge, Cloud & Distributed Computing Signal and Image Processing Theoretical Foundations of AI Trustworthy and Robust AI

Nina Miolane

Assistant Professor

3155 Harold Frank Hall

Geometric Statistics, Geometric Deep Learning, Topological Deep Learning, Equivariant Deep Learning, Shape Analysis, Computational Medicine, Theoretical Neuroscience, Computational Neuroscience

AI for Scientific Discovery AI for Vision and Language Computer Vision, Graphics, and Computational Imaging Information Theory and Statistical Inference Theoretical Foundations of AI Trustworthy and Robust AI

Yasamin Mostofi

Professor

5121 Harold Frank Hall

RF Sensing and Learning, Communication-Aware Robotics, Next-generation Communication, Vision, Robotics

AI for Decision Making, Autonomy and Robotics AI for Vision and Language Computer Vision, Graphics, and Computational Imaging Control, Optimization and Game Theory Robotics and Autonomous Systems Signal and Image Processing Wireless Systems & RF Sensing

Ramtin Pedarsani

Professor

3159 Harold Frank Hall

Machine Learning, Information Theory, Human-Cyber-Physical Systems, Stochastic Networks

AI for Decision Making, Autonomy and Robotics AI for Vision and Language Information Theory and Statistical Inference Theoretical Foundations of AI Trustworthy and Robust AI

Yao Qin

Associate Professor

3111 Harold Frank Hall

Machine Learning, Computer Vision, Multi-modality Modeling, Robustness in Healthcare

AI for Decision Making, Autonomy and Robotics AI for Scientific Discovery AI for Vision and Language Trustworthy and Robust AI

Pradeep Sen

Professor

5117 Harold Frank Hall

Computer Graphics, Imaging, Computer Vision

AI for Vision and Language Hardware and Algorithms for AI Computer Architecture & Systems Computer Vision, Graphics, and Computational Imaging

Luke Theogarajan

ECE Chair & Professor

3010 BioEngineering

Low-Power Analog VLSI, High Speed Electronics for Photonics, Biomimetic Nanosystems, Neural Prostheses, Biosensors, Block Polymer Synthesis, Self-Assembly, and Microfabrication

AI for Scientific Discovery AI for Vision and Language Bio & Physics‑Inspired Computing Circuits, VLSI & EDA (Design, Verification & Test) Computer Architecture & Systems Edge AI Edge, Cloud & Distributed Computing Emerging Devices & Nano Systems Hardware and Algorithms for AI

Zheng Zhang

Professor

4109 Harold Frank Hall

Electronic and Photonic Design Automation; Mathematical Data Science; Uncertainty quantification: Tensor-based Machine Learning and Hardware

AI for Scientific Discovery AI for Vision and Language Circuits, VLSI & EDA (Design, Verification & Test) Computer Architecture & Systems Edge AI Edge, Cloud & Distributed Computing Hardware and Algorithms for AI Trustworthy and Robust AI