Assistant Professor, Electrical and Computer Engineering

 

Research Interest

• Emerging Computing Architectures
• AI Algorithms and Systems
• AI Hardware Accelerators
• Deep Learning for Natural Language Processing
• Privacy-Aware and Secure AI

Assistant Professor, Computer Science    

 

Research Interest

• Medical Informatics and Analytics
• Machine Learning and Pattern Recognition
• Descriptive and Predictive Modeling
• Probabilistic Graphical Models

Professor, Computer Science

 

Research Interest

• Data Mining
• Deep Learning
• Computer Vision

Assistant Professor, Computer Science    

 

Research Interest

• Real-time Systems
• Safety-Critical Cyber-Physical System
• Mobile Edge Computing
• IoT

Professor, Computer Science

 

Research Interest

• Computer Graphics
• Visualization
• Image Analysis
• Computer Vision

Assistant Professor, Computer Science    

 

Research Interest

• 3D computer vision
• Digital geometry processing
• Artificial intelligence

Assistant Professor, Computer Science    

 

Research Interest

• Security & Privacy
• Network Measurement
• Software-defined Networking
• Counting Algorithm
• Applied Machine Learning

Associate Professor, Computer Science

 

Research Interest

• Large-scale textual information analysis
• Information retrieval
• Natural language processing
• Health informatics

Assistant Professor, Computer Science

 

Research Interest

• Optimization for Machine Learning
• Federated Learning
• Robust Optimization
• Statistical Learning
• Statistical Signal Processing

Professor and Chair, Mathematics    

 

Research Interest

• Numerical Analysis
• Theories and Numerical Methods for PDEs
• Fast Numerical Solvers for Large Systems of Equations
• Finite Element Methods
• High-performance Computing

Professor, Computer Science

 

Research Interest

• Big Data Analytics
• Big Data Workflows

Professor, Computer Science

 

Research Interest

• Artificial Intelligence
• Game Programming
• Artificial Intelligence in Games
• Machine Learning
• Evolutionary Computation

Associate Professor, Information Sciences

 

Research Interest

• User experience research
• Human-computer information interactiong
• User domain knowledge modeling
• Personalization of information systems
• Informtion retrieval

Assistant Professor, Computer Science

 

Research Interest

• Machine Learning
• Stochastic Systems
• Bayesian Optimization
• Bandits
• Reinforcement Learning

Associate Professor, Computer Science

 

Research Interest

• Computer Graphics
• Geometric Modeling (specifically Surface and Volume Mesh Generations)
• Medical Image Processing (specifically Deformable Image Registration, 3D / 4D Image Reconstruction)
• Visualization
• Computer Vision