Faculty Directory

Area of Expertise

• Optimizing Compilers
• High Performance Architectures
• Cloud Computing
• Virtualization

Areas of Expertise

• Computer Architecture
• High-Performance Computing
• Programming Languages
• CS Education 

Area of Expertise

• Artificial Intelligence and Machine Learning
• Data Mining and Data Science
• Applications of AI and ML to Energy (microgrids, power systems), Health, and other domains

Areas of Expertise

• AI Security
• Cyber-Physical Systems Security
• Mobile Device Security
• Cloud Computing Security
• Blockchain

Area of Expertise

• Software Engineering
• Automated Analysis of Fault-Tolerance
• Formal Methods

Areas of Interest

• Artificial Intelligence
• Machine Learning
• Signal and Image Processing
• Sensor and Data Fusion
• Heterogeneous Data Mining

Area of Expertise

• Computer Graphics
• Virtual Environments
• Head-mounted displays
• Human Perception

Research Focus

• Machine Learning
• Cybersecurity

Area on Interest

•  Machine Learning for Signal Processing and Environmental Sensing
• Image Enhancement
• Large Language Model Memorization and Watermarking
• Acoustic Signal Processing

Area of Expertise

• Distributed Systems
• Operating Systems
• Security
• Computer Science Education

Research and Teaching Interests

• Data Structures
• Algorithms

Area of Expertise

• Artificial Intelligence
• Automated Planning and Scheduling
• Computer Science Education
• Student Persistence in STEM

Area of Expertise

• Computer Architecture
• Programming Languages
• Simulation

Area of Expertise

• Mobile App Design and Usability
• Software Development and Processes
• Computer Science Education

Areas of Expertise

• Artificial Intelligence
• Computational Intelligence
• Machine Learning and Deep Learning
• Data Science and Data Mining
• Applications of AI, ML/DL, and Data Science to Cybersecurity, Medical Image Analysis, Healthcare Systems, and Speech Enhancement.

Area of Expertise

• Computer Science Education
• Artificial Intelligence
• Cognitive Science
• Programming Languages
• Software Engineering
• Human Factors

Area of Expertise

• Human-Computer Interaction (HCI)
• Accessible computing
• Speech and Language Processing
• Mobile Interfaces
• Crowdsourcing

Areas of Expertise

• software usability & accessibility
• gerontechnology
• smart & connected communities
• communication in software development
• agile development methods
• applied formal methods
• computing ethics
• sustainable computing
• computer science & software engineering education

Area of Expertise

• Optimizing Compilers
• High Performance Architectures
• Cloud Computing
• Virtualization

Areas of Expertise

• AI for Software Engineering (AI4SE)
• Software Engineering for AI (SE4AI)
• Large Language Models for Code
• Trustworthy AI

Areas of Expertise

• Computer Architecture
• Operating System
• System Optimization of Big Data Process

Specialties

• High-Performance Computing
• Exascale Data Management
• Edge-Cloud-HPC Continuum
• Digital Twins Workflow

Areas of Interest

• Neuromorphic Engineering/Computing
• Energy-efficient Neuromorphic Electronic Circuit Design for Artificial Intelligence
• Emerging Nanoscale Device Design
• Spiking Neural Networks

Research Interests

• Bioinformatics
• Data Science
• Machine Learning/Deep Learning
• High-performance Computing

Research Interests

• Information Theoretic Approaches to Inverse-Imaging
• Computational Techniques For Solving Large Inverse Problems
• Fundamental Limits of Sensing

Research Interests

• Computational Modeling
• Recognitional Decision Making
• Perceptual and Memory Processes
• Representations of Cultural Knowledge

Area of Expertise

• Software Measurement
• Software Processes
• Software Engineering Education
• Women in Computing
• Retention in Undergraduate CS Education

Area of Expertise

• Computer Science Education
• Computer Architecture

Area of Expertise

• Geometric/solid Modeling
• Computer-aided Design
• Computer Graphics
• Computational Geometry

Research Interests

• Basic and applied attention
• Models of attention
• Human performance in aviation
• Display design
• Tech adoption
• Technology training

Research Interests

• Decision Making
• Problem Solving
• Learning and Video Games for STEM
• CSCW
• Structured Analytic Techniques

    Research Interests

• Bioinformatics tool and software development
• Identification of genes regulating complex traits via systems biology approaches
• Algorithms for gene network construction;
• Genomics of wood formation
• Functional genomics.

• Genome Assembly and annotation

   

   

Research Interests

• Data-driven distributionally robust optimization (DRO) based control models for connected and automated vehicles (CAVs)
• Big traffic data analytics using machine learning
• Deep Reinforcement Learning (DRL) and Graph Neural Networks (GNN) for transportation applications
• Mobile and crowd sensing of dynamic traffic systems (e.g., Drone traffic monitoring, social media data for travel pattern analysis using Twitter and Foursquare smartphone apps)
• Dynamic network equilibrium and optimization
• Modeling and simulation of large-scale complex systems (e.g. Traffic Simulation)
• Freight logistics and supply chain systems (e.g., Intermodal Freight Modeling)
• Impact of plug-in electric vehicles to smart grid and transportation network systems
• Interdependency and resiliency of large-scale networked infrastructure systems
• Vehicular Ad-hoc Networks (VANETs)
• Smart Cities
• Cyber-Physical Systems

Areas of Expertise

• Image Processing and Computer Vision
• Machine Learning
• Medical Image Analysis
• Health Informatics
• Text Mining