Research Interests
Emerging memory and storage technologies
Embedded systems, CPS, edge computing, and mobile applications
Neuromorphic computing, deep learning and system security
Low power circuit and system
Selected Grants
DoD Center of Excellence in Advanced Computing and Software (COE-ACS)
ResearchPrincipal Investigator · Awarded by Georgia State University · 2023 - 2028Collaborative Research: FuSe: Efficient Situation-Aware AI Processing in Advanced 2-Terminal SOT-MRAM
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2023 - 2026AI Institute: Athena: AI-Driven Next-generation Networks at the Edge
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2026EAGER: An Integrated Fiber Sensing and Communication Living Lab in the Research Triangle
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2023 - 2025Collaborative Research: SHF: Medium: Revitalizing EDA from a Machine Learning Perspective
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2025DoD Center of Excellence in Advanced Computing and Software (COE-ACS)
ResearchPrincipal Investigator · Awarded by Georgia State University · 2023 - 2028Collaborative Research: FuSe: Efficient Situation-Aware AI Processing in Advanced 2-Terminal SOT-MRAM
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2023 - 2026AI Institute: Athena: AI-Driven Next-generation Networks at the Edge
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2026EAGER: An Integrated Fiber Sensing and Communication Living Lab in the Research Triangle
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2023 - 2025Collaborative Research: SHF: Medium: Revitalizing EDA from a Machine Learning Perspective
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2025Travel Supplement for The Vison Workshop on Distributed Computing and Swarm Intelligence
TravelPrincipal Investigator · Awarded by National Science Foundation · 2024 - 2025Conference: 2023 CISE Computer System Research PI Meeting
ConferencePrincipal Investigator · Awarded by National Science Foundation · 2023 - 2024Collaborative Research: CCRI:NEW: Research Infrastructure for Real-Time Computer Vision and Decision Making via Mobile Robots
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2024Collaborative Research: Two-dimensional Synaptic Array for Advanced Hardware Acceleration of Deep Neural Networks
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2020 - 2024Acceleration for Adversarial Machine Learning (AML)
ResearchPrincipal Investigator · Awarded by Army Research Office · 2019 - 2024FET: Small:RESONANCE:Accelerating Speech/Language Processing through Collective Training using Commodity ReRAM Chips
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2019 - 2023Operating at the intersection of Out-of-distribution detection and adversarial machine learning
ResearchPrincipal Investigator · Awarded by Air Force Research Laboratory · 2021 - 2023Distributed Heterogenous Data Analytics via Federated Learning
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2021 - 2023IUCRC Proposal Phase 1 Duke: Center for Alternative Sustainable and Intelligent Computing (ASIC)
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2018 - 2023Collaborative Workshop Proposal: Redefining the Future of Computer Architecture from First Principles
ConferencePrincipal Investigator · Awarded by National Science Foundation · 2022 - 2023RTML: Large: Collaborative: Harmonizing Predictive Algorithms and Mixed Signal/Precision Circuits via Computation-Data Access Exchange and Adaptive Dataflows
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2019 - 2022SPX: Collaborative Research: Ula! - An Integrated DNN Acceleration Framework with Enhanced Unsupervised Learning Capability
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2017 - 2022A Collaborative Machine Learning Approach to Fast and High-Fidelity Design Prediction
ResearchPrincipal Investigator · Awarded by The University of Texas at Dallas · 2019 - 2021Workshop Proposal: Processing-In-Memory (PIM) Technology - Grand Challenges and Killer Applications
ConferencePrincipal Investigator · Awarded by National Science Foundation · 2020 - 2021Exploring Vulnerability & Robustness of Deep Learning Systems
ResearchPrincipal Investigator · Awarded by Air Force Research Laboratory · 2018 - 2021CCRI: Planning: Collaborative Research: Low-Power Computer Vision Platform
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2019 - 2020CSR: Small: Collaborative Research: EUReCa: Enabling Untethered VR/AR System via Human-centric Graphic Computing and Distributed Data Processing
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2017 - 2020SMALE: Enhancing Scalability of Machine Learning Algorithms on Extreme Scale Computing Platforms
ResearchPrincipal Investigator · Awarded by Department of Energy · 2017 - 2020SHF:Small: Cross-Platform Solutions for Pruning and Accelerating Neural Models
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2017 - 2019NeoNexus: The Next-generation Information Processing System across Digital and Neuromorphic Computing Domains
ResearchCo-Principal Investigator · Awarded by National Science Foundation · 2017 - 2018Planning IUCRC Duke University: Center for Alternative Sustainable and Intelligent Computing
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2017 - 2018"CAREER: Centaur: A Bio-inspired Ultra Low Power Hybrid Embedded Computing Engine Beyond One TeraFlops/Watts"
ResearchPrincipal Investigator · Awarded by National Science Foundation · 2017 - 2018The Design of Neuromorphic Controller System Built with Memristor Crossbars
ResearchCo-Principal Investigator · Awarded by University of Pittsburgh · 2017 - 2017External Relationships
- A*STAR Singapore
- Academia Sinica, Taiwan
- FELLOWS FUND, LLC
- Khalifa University
- National Science Foundation
- A*STAR Singapore
- Academia Sinica, Taiwan
- FELLOWS FUND, LLC
- Khalifa University
- National Science Foundation
- NeoNexus Group
- Research Grants Council of Hong Kong
- Swiss Federal Institute of Technology Lausanne
- The University of Hong Kong
- The University of Texas at San Antonio
- University of Florida
- Vanderbilt University
This faculty member (or a member of their immediate family) has reported outside activities with the companies, institutions, or organizations listed above. This information is available to institutional leadership and, when appropriate, management plans are in place to address potential conflicts of interest.