Research Interests

  1. Parallel Computing
    • High Performance Computing
    • Heterogeneous Systems/Accelerators
    • HPC on the Cloud
    • High Performance Embedded Systems/Edge Computing
    • Big Data Processing and Knowledge Discovery from Data
    • Parallelizing Compilers
    • Dynamic Binary Translation
    • Cloud Security/Homomorphic Encryption
    • Analytical Performance Modelling
    • Quantum Computing
    • Neuro-Processing Acceleration
  2. Mobile Wireless Networking and Computing
    • Indoor Localization
    • Calibration-free localization
    • GPS replacement technologies
    • Device-free localization
    • Device-free activity recognition
    • Automatic construction of indoor floor plans
    • Cognitive radio networks
    • Software-defined networks
  3. Cyber-Physical Systems
    • Machine Learning
    • Computer-Aided Drug Design
    • Road Traffic Control, Modeling, and Simulation
    • Computational Robotics
    • Human Activity Recognition
    • Rigorous Simulation of Dynamical Systems
    • Computable Analysis
  4. Intelligent Systems
    • Knowledge Discovery and Data Mining
    • AI and Multi-Agent Systems
    • Natural Language Understanding
    • Computational Intelligence
    • Bioinformatic
  5. Computer Vision and Pattern Recognition
    • Object/Person/Face Detection
    • Object/Face Recognition
    • Object/People Tracking
    • Human Activity Recognition
    • Optical Character Recognition
    • Image Segmentation
    • Feature Detection/Description/Matching
    • Video Surveillance
    • Large-Scale Visual Recognition
    • Vision Computing on Modern Parallel Architectures
  6. Theory and Analysis of Algorithms
    • Analysis of Algorithms
    • Data Structures
    • Graph Algorithms
  7. Stochastic modeling
    • Queuing models
    • Matrix analytic method
    • Markov decision processes
    • Performance evaluation and optimization