Faculty

Interests: Algorithmic foundations of massive data, including sublinear algorithms, high-dimensional geometry, theoretical machine learning

Interests: Causal Inference, Artificial Intelligence, and Machine Learning.

Interests: Natural Language Processing, Machine Learning, Computer Science Education

Interests: computer vision; graphics; image-based rendering; face recognition

Interests: security, networks, privacy, public policy

Interests: robotics, vision, sensor planning, 3D modeling, mobile computing, computer science education

Interests: Statistical machine learning, topic models, scalable Bayesian computation

Interests: Topological and geometric data analysis, computational biology, computer security

Interests: machine learning, pattern recognition, data mining

Interests: System-on-Chip (SoC) Platforms, Embedded Systems, System-Level Design, Computer-Aided Design

Interests: Networked Algorithms, Social Networks, Mobile Computing, Stochastic Networks

Interests: multimedia, computer vision, machine learning, information retrieval, signal processing

Interests: Algorithmic Game Theory and Economics, Complexity Theory

Interests: Robotics, Planning, Reinforcement Learning

Interests: information theory, network coding, randomized, online and approximation algorithms, network analysis, and dimensionality reduction techniques

Interests: Compilers, Embedded systems, VLSI, computer-aided design, digital systems, languages

Interests: Human-computer interaction, graphics and user interfaces, 3D user interfaces, augmented reality, virtual environments, knowledge-based design of graphics and multimedia, mobile and wearable computing, computer games, healthcare, information visualization,

Interests: distributed systems, operating systems, security and privacy, cloud computing, mobile computing

Interests: databases, information retrieval, web search, social media, information extraction

Interests: Computational Linguistics/Natural Language Processing, prosody, emotional speech, spoken dialogue systems, deceptive speech, entrainment/alignment in dialogue, text-to-scene generation, speech summarization, code-switching

Interests: algorithmic statistics, machine learning, privacy

Interests: security and privacy, applied cryptography, operating systems, software engineering

Interests: static and dynamic program analysis, software testing, software security, applications of AI to software engineering and vice versa

Interests: Computer vision; video understanding; visual user interfaces; artificial intelligence

Interests: Computer Architecture, Hardware Systems, Hardware/Software Interaction and Parallel Hardware and Software Systems

Interests: machine learning, computational biology, genomics.

Interests: Computer Science Education, Networks, Software Engineering, Cloud Computing

Interests: cryptography, complexity theory, security, randomized algorithms

Interests: natural language processing, summarization, multimedia, digital libraries

Interests: Networking, with particular attention to net neutrality and the economics of the Internet; modeling and performance evaluation; information theory

Interests: Computer Vision, Computer Graphics, Robotics, Human-Computer Interfaces

Interests: operating systems, mobile computing, cloud computing, networking, security

Interests: Algorithms, Complexity, Economics, Game Theory, Evolution, Neuroscience, Machine Learning

Interests: Computational biology, genomics, bioinformatics

Interests: Information technology support for collaboration in preparedness, response and recovery during disasters involving critical physical infrastructures; change management, conflict resolution, sustainable construction, visualization, augmented reality, and processes integration during the design and development of large-scale civil engineering systems

Interests: Software Testing, AI based Software Engineering, Empirical Software Engineering, Program Analysis

Interests: database systems, query processing, declarative languages, genetics

Interests: Theory, Algorithms, Algorithmic Game Theory, Mechanism Design, Blockchains

Interests: Computer networks, Network Robustness and Security, Multimedia networking, Performance Evaluation, Algorithms

Interests: Data Mining, Machine Learning, Frequent patterns, Classification, Ranking, Rule Learning

Interests: Computer networks; multimedia systems; mobile and wireless systems; ubiquitous and pervasive computing

Interests: computational complexity theory; randomness in computing; computational learning theory; sublinear-time algorithms

Interests: Computer Architecture; Security, VLSI design; High Performance Computing

Interests: Human-Computer Interaction, Accessibility, Social Computing, Wearable Computing, Games, Augmented Reality, Computer Vision

Interests: Robotics, Vision, and AI

Interests: algorithms, combinatorial optimization, network algorithms, scheduling, theory of computation

Interests: computer security; intrusion and anomaly detection; embedded device security; data mining/machine learning

Interests: distributed systems, design, programming techniques, software development tools, and programming languages

Interests: machine learning, empirical inference, statistical learning theory

Interests: Machine Learning, High-Dimensional Statistics; Learning Theory; Non-Linear Representations of Data

Interests: Computer Vision, Machine Learning, Robotics, Perception

Interests: Information Theory, Communication Complexity, Data-Structure Lower Bounds, Computational Economics

Interests: Trustworthy AI, Security and Privacy, Probabilistic Programming, Formal Methods, Data Science

Interests: database, visualization, data cleaning, crowd sourcing, interaction, data explanation

Interests: Operating Systems, Programming Languages, Security, Distributed Systems, Software Engineering, Networks

Interests: algorithms, complexity theory, combinatorial optimization, databases, testing and verification

Interests: Natural language processing, Multimodal Analysis, Machine Learning, Human-Computer Interaction

Interests: quantum computation, quantum information, complexity theory, cryptography

Interests: Computer graphics, physically-based multi-sensory animation, computational acoustics, scientific computing, robotics

Interests: compilers, software engineering, algorithms, quantum computing

Interests: Robotics, Vision, 3-D modeling

Interests: Probabilistic Analysis of Algorithms and Networks; Stochastic Analysis: Internet Congestion, Sensor Systems, Cognitive Radio, Molecular Computing

Interests: Computational aspects of low-dimensional topology -- topological graph theory, Celtic knots, 3D-shape-modeling

Interests: Algorithms, Complexity, the Experimental Analysis of Algorithms, the Traveling Salesman Problem, and Bin Packing

Interests: Asynchronous and Mixed-Timing Digital Circuits and Systems, Computer-Aided Design, Networks-on-Chip, Interconnection Networks for Parallel Processors, Low-Power Digital Design

Interests: quantum computing, information-based complexity, financial computation

Interests: asynchronous circuits and systems, digital logic, technology and society, engineering ethics

Interests: AI; machine learning and applications to power grid, epilepsy prediction, and natural language processing

Interests: Biological networks and computer networks