Area of research
Spectroscopy · Biomedical Engineering
Research interest
Research interests include Analytical Chemistry and Chromatography, Microfluidic and Capillary Electrophoresis Applications, Mass Spectrometry Techniques and Applications, and Chromatography in Natural Products.
Collaborative Research: SHF: Medium: Hardware and Software Support for Memory-Centric Computing Systems
Collaborative Research: SHF: Medium: A New Direction of Research and Development to Fulfill the Promise of Computational Storage
CNS Core:Small: Re-thinking the Design of Data Management Software Upon the Arrival of SSDs with Built-in Transparent Compression
CSR: Small: Software-defied HDDs: A System-centric Design Framework to Minimize Data Storage Cost for Data Centers
XPS: FULL: Collaborative Research: Maximizing the Performance Potential and Reliability of Flash-based Solid State Devices for Future Storage Systems
XPS: EXPL: Exploring the Design Space of Augmented Memory Controllers with Native Support for In-Memory Data Storage
RI: Medium: Collaborative Research: Next-Generation Statistical Optimization Methods for Big Data Computing
Collaborative Research: Redesigning Video Streaming Infrastructure to Systematically Reduce Mobile Device Video Display Energy Consumption in the Video-rich Era
BIGDATA: Small: DA: Statistical Machine Learning Methods for Scalable Data Analysis
Collaborative Research: Eliminating the Energy Efficiency Barrier of Reconfigurable Architectures for Diverse Signal Processing in Mobile Devices
CSR: Medium: Collaborative Research: On Closed-Loop and Cross-Layer Design and Implementation of Data Storage Systems Utilizing Extremely Scaled NAND Flash Memory Technologies
Collaborative Research: Cross-Layer and Unified Signal Processing System Design for Ultra-High-Capacity Next-Generation Magnetic Storage
High Dimensional Statistical Theory for Sparse Regularization
RI: Small: Spectral Methods for Learning Time Series and Graphical Models
Collaborative Research: Cross-Layer Exploration of Non-Volatile Solid-State Memories to Achieve Effective I/O Stack for High-Performance Computing Systems
Design of Energy-Efficient Programmable Signal Processing Accelerators in 3D Integrated Heterogeneous Multi-Core Processor for Mobile Multimedia Communication
Collaborative Research: CPA-DA: Noise-Aware VLSI Signal Processing: A New Paradigm for Signal Processing Integrated Circuit Design in Nanoscale Era
Theory and algorithms for semi-supervised learning
Collaborative Research: GOALI: New Algorithm and Architecture Solutions for Ultra-High-Throughput Single Carrier Communication System Geared to High Capacity Storage
Baseband Signal Processing Algorithm and VLSI Architecture Co-Design Methodologies for Wireless MIMO Transceivers