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Home » Faculty & Research » Faculty Research Profiles
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Faculty Research Profiles

Scott Baden
High performance and large scale scientific computation.
Vineet Bafna
Computational molecular biology, bioinformatics, proteomics, approximational algorithms, human genome, human proteome, protein identification, Expressed Sequence Tags (EST) analysis
Mihir Bellare
Computer security focusing on authentication, encryption, and electronic payment standards that have helped secure transactions over the Internet and advance e-commerce standards.
Serge Belongie
Emerging fields of computer vision and object recognition, as well as biometrics (fingerprint recognition in particular) and video segmentation.
Walter Burkhard
Storage system algorithms expert with interest in data layouts, disk arrays, RAID, video servers, replicated file systems.
Chung-Kuan Cheng
Computer-aided design, VLSI layout automation, circuit partitioning, network flow optimization, physical design of multichip modules for hybrid package.
Garrison Cottrell
Facial recognition, neural networks, human cognition, cognitive science, computational philosophy, artificial intelligence (AI).
Sanjoy Dasgupta
High-dimensional statistics, clustering, algorithms for finding underlying patterns in high-dimensional data, machine learning
Alin Deutsch
Semistructured and XML data, data security, adaptive distributed query design, and the design and optimization of query languages.
Charles Elkan
Automated reasoning, artificial intelligence, machine learning, database systems, expert systems, computational biology, and data mining.
Jeanne Ferrante
Compiling techniques for large scale computing
Yoav Freund
Computational learning theory and related areas in probability theory, information theory, statistics and pattern recognition.
Fan Chung Graham
Algorithmic design, parallel computing, communications networks, Internet computing, discrete geometry, and active compilers for the Grid.
Ronald Graham
Computer science, Internet routing, and mathematics, including combinatorics, number theory, graph theory, discrete and computational geometry.
William Griswold
Software engineering and ubiquitous computing, specializing in location-based systems, aspect-oriented programming, software design, and educational technology.
Rajesh Gupta
Embedded systems and mobile computing, including the integration of software and hardware to make computers more portable and energy efficient ('power-aware' computing).
William Howden
Software testing and analysis, error modeling and prevention, software design, and embedded systems.
Russell Impagliazzo
Computational complexity, cryptography, circuit complexity, computational randomness.
Henrik Wann Jensen
Computer graphics, specializing in the rendering of realistic images of natural phenomena, global illumination and appearance modeling.
Ranjit Jhala
Techniques for building reliable systems: model checking, automated deduction, program analysis, type systems, programming languages, software engineering, and logic.
Andrew Kahng
Professor Kahng is an expert on the physical design of Very Large Scale Integrated circuits (VLSI), and a key strategist defining the International Technology Roadmap for Semiconductors. The ITRS specifies the technology developments needed to keep pace with Moore's Law.
Ryan Kastner
Reconfigurable computing, VLSI computer-aided design, sensor networks, radiolocation, computer architecture, security, embedded systems and optimization algorithms.
David Kriegman
Computer vision, computer graphics, face recognition and vision-guided robotics.
Ingolf Krueger
Service-oriented software and systems engineering, programming methodology, and the design, implementation, and verification of distributed, reactive systems.
Paul Kube
Sorin Lerner
Programming language and analysis, including domain-specific languages, compilation, formal methods and automated theorem proving.
Keith Marzullo
Fault-tolerant computing with focus on Internet, grid computing, and other distributed networks that have radically changed the challenges of assuring reliability.
Daniele Micciancio
Cryptography, complexity, and the relation of the two. Develops, tests, and validates algorithms for securing E-commerce and other computer transactions.
Alex Orailoglu
Electronic design automation, VLSI testing, and synthesis of fault-tolerant integrated circuits (ICs).
Yannis Papakonstantinou
Database systems and Internet technologies, and specifically data integration applications that require search, querying and interaction with the information of multiple distributed sources, such as multiple Web sites.
Joseph Pasquale
Operating systems and networks, focusing on improving performance and reliability of Internet-scale systems
Ramamohan Paturi
Algorithms, complexity theory, satisfiability, lower bounds, digital libraries, data mining, machine learning, and information technology (IT) education.
Pavel Pevzner
Computational molecular biology and bioinformatics.
Tajana Rosing
Embedded system design, resource management at the system level, hardware management and embedded software optimization, power management algorithms.
Lawrence Saul
Machine learning, pattern recognition, voice processing, auditory computation and methods for high dimensional data analysis.
Stefan Savage
Computer security issues (especially worms, viruses, botnets, intrusion detection and denial-of-service attacks), wireless networking, and operating system kernel design.
Hovav Shacham
Applied cryptography, systems security, and tech policy.
Beth Simon
Larry Smarr
Internet, information technology, telecommunications, supercomputing, interdisciplinary research, networking, and the wireless Web.
Alex Snoeren
Computer systems, including operating systems and networking, and particularly protocols to support secure and robust wide-area mobile computing.
Steven Swanson
Unconventional processor architectures that require novel approaches to problems such as performance, power, and programmability.
Michael Taylor
Computer architecture, parallel computing, microprocessor and VLSI circuit design, and on-chip interconnection networks.
Dean Tullsen
Processor architecture for high-end computing; widely credited with an innovation that can double the performance of a new generation of microprocessors.
Amin Vahdat
Computer Networks, Distributed Systems, Operating Systems, Internet Security, and Mobile/Wireless Systems.
George Varghese
Very-high-speed communications in computer networks and the Internet. Research aims at making the Internet as fast and reliable as electric and telephone utilities.
Victor Vianu
Database in the age of the World Wide Web
Geoffrey Voelker
Computer systems research in operating systems, distributed systems, networking, and mobile and wireless computing.
Yuanyuan Zhou

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