UW Department of Electrical & Computer Engineering

UW ECE’s outstanding faculty are national and international leaders in their respective fields.

Our faculty members include:

1 MacArthur Fellow

Shwetak Patel

WRF Endowed Professor

1 Guggenheim Fellow

Raj Rao

Rajesh Rao

CJ & Elizabeth Hwang Professor in Computer Science & Engineering and Electrical Engineering

5 NAE Members

Dr Bishnu Atal

Bishnu Atal

Affiliate Professor

Akira Ishimaru

Professor Emeritus

Rico Malvar

Henrique Malvar

Affiliate Professor

Mari Ostendorf

System Design Methodologies Professor

Irene Peden

Professor Emerita

7 Sloan Fellows

Shyam Gollakota

Shyam Gollakota

Adjunct Associate Professor

Hannaneh Hajishirzi

Adjunct Assistant Professor

Scott Hauck

Gaetano Borriello Professor for Educational Excellence

Arka Majumdar

Associate Professor

Schwetak Patel

WRF Endowed Professor

Raj Rao

Rajesh Rao

CJ & Elizabeth Hwang Professor in Computer Science & Engineering and Electrical Engineering

Eve Riskin

Professor

27 IEEE Fellows

Dr Bishnu Atal

Bishnu Atal

Affiliate Professor

Les Atlas headshot

Les Atlas

Professor

Karl Böhringer

Professor; Director, NanoES Institute

Linda Bushnell headshot

Linda Bushnell

Research Professor

Howard Chizeck headshot

Howard Chizeck

Professor Emeritus

Li Deng

Li Deng

Affiliate Professor

Blake Hannaford headshot

Blake Hannaford

Professor

Scott Hauck headshot

Scott Hauck

Gaetano Borriello Professor for Educational Excellence

Jeng-Neng Hwang

Professor

Akira Ishimaru

Professor Emeritus

Daniel Kirschen headshot

Daniel Kirschen

Donald W. and Ruth Mary Close Professor

Yasuo Kuga

Professor

Lih Lin

Professor

Rico Malvar

Henrique Malvar

Affiliate Professor

Mari Ostendorf

Mari Ostendorf

System Design Methodologies Professor

James Peckol

Professor Emeritus

Irene Peden

Professor Emeritus

Radha Poovendran

Professor

Eve Riskin

Professor

James Ritcey

Professor

Sumit Roy

Integrated Systems Professor

Linda Shapiro headshot

Linda Shapiro

Professor

Richard Shi

Professor

Josh Smith headshot

Josh Smith

Milton and Delia Zeutschel Professor in Entrepreneurial Excellence; PMP Faculty Coordinator

Mani Soma

Professor Emeritus

Robert Spindel

Professor Emeritus

Ming-Ting Sun

Professor Emeritus

17 faculty with research publications cited over 1,000 times

Linda Shapiro headshot

Linda Shapiro

Role at UW ECE: Professor

Research focus: Data Science, Biosystems

Publication: Book, Computer and robot vision, Addison-Wesley Longman, 1991

Number of citations: 6,791

Why was this book so highly cited?

This two-volume set became the authoritative reference for a comprehensive introduction to computer vision. It provided a comprehensive background on theory and algorithms while also linking to real-world applications.

 

Jeff Bilmes headshot

Jeffrey Bilmes

Role at UW ECE: Professor

Research focus: Machine learning, AI, Biosystems, Data Science

Publication:A gentle tutorial of the EM algorithm and its application to parameter estimation for Gaussian mixture and hidden Markov models,” ICSI Journal, 1998

Number of citations: 3,559

Why was this paper so highly cited?

The Expectation-Maximization (EM) algorithm is needed in very important machine learning scenarios where there are variables that interact with those in the dataset but were hidden or not observed. It is an effective and general approach, yet it was not widely understood before this paper. This was the first paper to fully develop the EM algorithm for maximum-likelihood estimation in a way that made it easy to understand by a broad sector of the machine learning community.

 

Maryam Fazel headshot

Maryam Fazel

Role at UW ECE: Moorthy Family Professor, Associate Chair for Research

Research focus: Data Science, Robotics and Controls

Publication:Guaranteed minimum-rank solutions of linear matrix equations via nuclear norm minimization,” SIAM Review, 2010

Number of citations: 3,502

Why was this paper so highly cited?

This paper was the first to show how to estimate low-rank matrices perfectly from highly incomplete information. This surprising result ushered in the new research field of matrix completion and sensing, which found many applications, including in recommender systems, dynamical system identification and phase retrieval in imaging.

 

Sumit Roy headshot

Sumit Roy

Role at UW ECE: Professor

Research focus: Computing and Networking

Publication:Data mules: Modeling and analysis of a three-tier architecture for sparse sensor networks,” Ad Hoc Networks, 2003

Number of citations: 2,617

Why was this paper so highly cited?

This was the first analytical model for the impact of mobile ubiquitous local area network extensions, or MULES, collecting data in what was then the very new and emerging field of sensor networking. MULES can pick up data from sensors when in close range, buffer it and pass data off to wired access points. Because of the close range, this approach allowed for large power savings at the sensors and therefore became an important part of modern sensor networking.

 

Linda Bushnell headshot

Linda Bushnell

Role at UW ECE: Research Professor

Research focus: Robotics and Controls

Publication:Stability analysis of networked control systems,” IEEE Transactions on Control Systems Technology, 2002

Number of citations: 2,481

Why was this paper so highly cited?

The significance of this work is in the combining of communication constraints and control specifications, which had not been previously addressed, for the scheduling of real-time network traffic, such as those used in the controller area network (CAN) protocol in modern automobiles. This paper helped to pave the way for a significant body of work as demonstrated by the hundreds of papers, books and conference tracks that reference it.

 

Scott Hauck headshot

Scott Hauck

Role at UW ECE: Professor

Research focus: VLSI and Digital Systems

Publication:Reconfigurable computing: a survey of systems and software,” ACM Computing Surveys, 2002

Number of citations: 2,271

Why was this paper so highly cited?

In the mid 1990’s field-programmable gate array (FPGA)-based computation was in its infancy, with much promise and many approaches. Since then, it has become a major force in high-performance computing. This paper served as the introduction to this field for researchers, guiding many to this evolving field.

 

Daniel Kirschen headshot

Daniel Kirschen

Role at UW ECE: Donald W. and Ruth Mary Close Professor

Research focus: Power and Energy Systems

Publication: Book, Fundamentals of Power System Economics, John Wiley & Sons, 2004

Number of citations: 2,024

Why was this book so highly cited?

This book became widely used because it looked at an important problem from two different perspectives: It rigorously explained the economics of electricity markets for electrical engineers, while also explaining the underlying engineering to economists. The second edition was published in 2018.

 

Josh Smith headshot

Joshua Smith

Role at UW ECE: Milton and Delia Zeutschel Professor in Entrepreneurial Excellence, PMP Coordinator

Research focus: Biosystems, Photonics and Nano Devices, Power and Energy Systems

Publication:Analysis, experimental results, and range adaptation of magnetically coupled resonators for wireless power transfer,” IEEE Transactions on Industrial Electronics, 2010

Number of citations: 1,873

Why was this paper so highly cited?

This paper provides a new visualization of the state space of high Q-coupled resonator wireless power transfer systems. The visualization immediately suggests a simple control scheme that can keep the transferred power level constant despite disturbances. The paper showed experimentally that the control scheme actually worked — with the counter-intuitive net result of wireless power transfer that doesn’t drop off with distance.

 

Shwetak Patel headshot

Shwetak Patel

Role at UW ECE: Washington Research Foundation Endowed Professor

Research focus: Biosystems, Data Science, Computing and Networking

Publication:Experimental security analysis of a modern automobile,” 2010 IEEE Symposium on Security and Privacy

Number of citations: 1,863

Why was this paper so highly cited?

This paper was the first to show an actual over-the-air attack of the embedded systems infrastructure in a modern automobile. The paper received a 2020 IEEE Test of Time award in addition to a number of other honors. The paper is highly cited because it contributed in large part to launching the auto security field. The U.S. Department of Transportation has adopted several guidelines from the paper, and this work is now integral in the automobile industry.

 

Les Atlas headshot

Les Atlas

Role at UW ECE: Professor

Research focus: Biosystems, Data Science

Publication:Improving generalization with active learning,” Machine Learning, 1994

Number of citations: 1,843

Why was this paper so highly cited?

This paper was the start of a now-common approach, called active learning, within the field of machine learning. It combined a novel idea of how babies learn speech with the theory of machine learning, including neural nets. Active learning was shown to allow more efficient use of labeled training data. Because most machine learning problems have limited amounts of labeled training data, this approach offered a potentially more efficient and lower cost training approach, inspiring many subsequent papers.

 

Mari Ostendorf headshot

Mari Ostendorf

Role at UW ECE: System Design Methodologies Professor

Research focus: Data Science

Publication:ToBI: A standard for labeling English prosody,” Proceedings of the 2nd International Conference on Spoken Language Processing, 1992

Number of citations: 1,786

Why was this paper so highly cited?

Prosody is the patterns of stress and intonation in a language. It is accepted to be central to our understanding of language. While much of language can be transcribed into words and represented as text, usual text transcriptions do not transcribe prosody. This paper offered an approach to transcribe prosody, which became a standard, greatly benefiting the field of natural language processing.

 

Blake Hannaford headshot

Blake Hannaford

Role at UW ECE: Professor

Research focus: Robotics and Controls, Biosystems

Publication:Measurement and modeling of McKibben pneumatic artificial muscles,” IEEE Transactions on Robotics and Automation, 1996

Number of citations: 1,741

Why was this paper so highly cited?

A goal of robotics is to make mechanical actuators behave in a manner similar to human skeletal muscle. This paper recognized that while pioneers in artificial muscle research had inspired many and took advantage of artificial muscles’ compatibility with the human body, there was little or no engineering theory of how artificial muscles worked, and no formal comparison with human muscle. This paper provided the necessary new theory and experimental verification to lay the groundwork used by many researchers in both rehabilitation robotics and soft robotics, which have exploded in use in recent years.

 

Rico Malvar headshot

Henrique (Rico) Malvar

Role at UW ECE: Affiliate Professor

Research focus: Data compression, signal processing, image compression, audio compression, multimedia signal enhancement, multimedia protection and forensics, human-computing interfaces, hardware devices and accessibility

Publication: Book, Signal processing with lapped transforms, Artech, 1992

Number of citations: 1,458

Why was this book so highly cited?

This book describes the basic theory and applications of lapped transforms in signal processing. These transforms are now commonly used in audio and image compression and enhancement, geophysics, digital communications, and other applications.

 

Georg Seelig headshot

Georg Seelig

Role at UW ECE: Professor

Research focus: Biosystems

Publication:Enzyme-free nucleic acid logic circuits,” Science, 2006

Number of citations: 1,384

Why was this paper so highly cited?

In DNA computing, scientists and engineers try to identify a minimal set of rationally designed molecular building blocks that enable them to reconstruct the kind of molecular computation performed by cells and living organisms. The goal of this work was not to understand biology but to develop reliable engineering paradigms for molecular systems that were also transparent because they were man-made, rather than having evolved over millions of years. This paper introduced such a systematic approach based on DNA strand displacement. The approach has since been used widely and effectively, and it provides the foundation for today’s dynamic DNA nanotechnology.

 

Michael Taylor headshot

Michael Taylor

Role at UW ECE: Associate Professor

Research focus: Computing and Networking

Publication:The raw microprocessor: A computational fabric for software circuits and general-purpose programs,” IEEE Micro, 2002

Number of citations: 1,311

Why was this paper so highly cited?

This paper presented the first physically scalable multicore microprocessor design and implementation, foreshadowing how many multicores are designed today. The challenge faced by very large-scale integration (VLSI) designers was: How can chip designers leverage growing quantities of chip resources even as wire delays become substantial? This paper provided the influential architecture that achieved the maximum amount of performance and energy efficiency in the face of wire delay.

 

Mo Li headshot

Mo Li

Role at UW ECE: Professor, Graduate Program Coordinator

Research focus: Photonics and Nano Devices

Publication:Ultra-sensitive NEMS-based cantilevers for sensing, scanned probe and very high-frequency applications,” Nature Nanotechnology, 2007

Number of citations: 1,189

Why was this paper so highly cited?

Nanoscale mechanical sensors (dubbed NEMS) offer a greatly enhanced sensitivity that is unattainable with past microscale devices. This paper reported the first very-high-frequency, self-sensing nanocantilevers for chemical gas sensing and analysis in ambient conditions. By measuring its vibration frequency change, the nanocantilever can detect the mass of 30,000 water molecules (or 1 attogram (10-18 g).

 

Howard Chizeck headshot

Howard Chizeck

Role at UW ECE: Professor Emeritus

Research focus: Robotics and Controls, Biosystems

Publication:Controllability, stabilizability, and continuous-time Markovian jump linear quadratic control,” IEEE Transactions on Automatic Control, 1990

Number of citations: 1,108

Why was this paper so highly cited?

This paper establishes necessary and sufficient conditions for optimal steady state quadratic control of continuous-time linear systems that possess randomly jumping parameters, which can be described by finite-state Markov processes. This seminal paper established a direction of theoretical development and has been applied to a wide variety of practical problems, including wireless communication and traffic control.