Ph.D/Master Students

– Ran Ran, Ph.D. at NCSU, Since 09/2021, Topic: "Algorithm-Hardware Co-Design for Accelerating Homomorphically Encrypted Machine Learning".
– Gavin (Zhaoting) Gong, Ph.D. at NCSU, Since 09/2024, Topic: "Cross-Layer System Design for Efficient and Private AI".
– Xianting Lu, Ph.D. at NCSU, Since 09/2024, Topic: "Trustworthy AI Computing".
– Ruoyu Wang (Co-Advise), Ph.D. at Lehigh ECE, Since 09/2020, Topic: "Software-Hardware Co-Design of Graph Neural Network Acceleration".
– Alex Schiffman, Master at Lehigh ECE, Since 05/2021, Topic: "6D Pose Estimation".
– Han Jiang, Master at Lehigh ECE, Since 12/2019, Topic: "AI-Assisted Medical Imaging".

Ph.D. (Graduated)

–Anlan Yu, Ph.D. at Lehigh (co-advise with Prof. Zhiyuan Yan), 08/2020-12/2024;
Ph.D. Thesis: "Orchestrating Coding and Learning for Reliable and Secure Neural Network Processing".
First Employment: Machine Learning Engineer, Google Youtube Group.

–Nuo Xu, Ph.D. at Lehigh , 08/2019-12/2024;
Ph.D. Thesis: "Tackling Emerging Data Privacy Risks in Machine Learning".
First Employment: Postdoc Fellowship, University of Minnesota Twin Cities.

–Qi Liu, Ph.D. at Lehigh , 09/2019-06/2022;
Ph.D. Thesis: "Enhancing the Security and Reliability of Deep Learning Systems under Attacks and Hardware Faults".
First Employment: Applied Research Scientist, Amazon.

–Zihao Liu, Ph.D. at FIU, Visiting Ph.D. at Lehigh, 01/2016-07/2020;
Ph.D. Thesis: "Machine vision, NOT Human Vision, Guided Compression towards Low-Latency and Robust Deep Learning Systems".
First Employment: Research Scientist Alibaba DAMO Academy.
–Tao Liu, Ph.D. at FIU, Visiting Ph.D. at Lehigh, 09/2016-07/2020;
Ph.D. Thesis: "A System-level Perspective Towards Efficient, Reliable and Secured Neural Network Computing".
First Employment: Tenure-Track Assistant Professor at Lawrence Technological University.

Undergraduate Students

–Lehigh ECE (2)-Casper Coleman (Female), Daniel Onyemelukwe;
Project Title: "Where's My Food? The Fridge Food Tracker", 09/2019-05/2020;
–FIU ECE (4)-Antonio Rubio (Hispanic), Geovanys Garcia (Hispanic), Thony Yan, Nicky Yan Liang;
Project Title: "IMay, Machine Learning for the Everyday User", 09/2018-08/2019.