Research Topics: Software/systems security and software engineering; program analysis and testing; machine learning for security; security and reliability of multi-language software, distributed systems, and mobile/IoT systems and applications
Research Topics: Large-scale Bayesian sampling and inference; deep generative models such as VAE and GAN; deep reinforcement learning with Bayesian methods
Research Topics: Computer vision; machine learning; multimodal data analytics; pattern recognition; large-scale visual search and mining; big data analytics
Research Topics: Approximation Algorithms with applications in combinatorial optimization and machine learning, mainly facility location (clustering), scheduling, and vehicle routing problems in the distributed and online setting.
Research Topics: Theoretical computer science and machine learning, including convergence rates for Markov chains, sampling algorithms for random combinatorial structures, physics of algorithms, and distributed algorithms for radio-enabled sensor networks
Research Topics: Computer Science Education; Curriculum and Instruction; Information Science; Access and Equity; Cultural Competence and Humility; Information behavior; Engineering Education; Information practices; Cognition; Curriculum and Instruction; Diversity; Digital Media and Learning; Environmental Education; Information literacy; Digital literacy; ESL / ENL / Bilingual
Director, Center of Excellence in Information Systems Assurance Research and Education (CEISARE)
School of Engineering and Applied Sciences
Professor
Associate Department Chair
Department of Computer Science and Engineering
School of Engineering and Applied Sciences
Research Topics: Emerging network technologies and security, machine learning for security and privacy, security and privacy in IoT and CPS, security and privacy in social networks, usable privacy and security
Research Topics: Optimizing software resource utilization through code smell refactoring in software running on a cloud environment; cloud computer, software engineering; and machine learning
Institute for Artificial Intelligence and Data Science
Research Topics: Obtaining a better understanding of the dynamics and cognitive representations of stereotypes and prejudice, and their inter-relationships with sociocultural structure and behavior
Department of Mechanical and Aerospace Engineering
School of Engineering and Applied Sciences
Research Topics: Scalable linear and nonlinear solvers for multiphysics problems; bioelectrostatics, classical density functional theory, and molecular modeling; geophysical modeling in crustal deformation, mantle convection, and magma dynamics; scientific library development and automated scientific computing; libraries and code generation for high performance computing and GPUs; FEM and BEM discretizations
Research Topics: Future generation communication systems; optical networks; survivable/resilient protocols; wireless and mobile networks (including sensor networks)
Research Topics: Optimal control in complex systems, including social behavior modeling, deep reinforcement learning, multi-agent settings, deep learning, adversarial machine learning, transportation and large-scale social system dynamics
Research Topics: Digital Health; Mobile, Wearable, and Wireless Sensing Systems; Artificial Intelligence for Healthcare; Brain-Computer Interfaces; Digital Twins; Biometrics; Cybersecurity, Privacy, and Trustworthy AI
