Experience

 
 
 
 
 

Research PhD Intern

eBay, Inc

May 2018 – Aug 2018 California
Search Backend

  • Research on optimizing eBay search engine indexing by pruning bigrams based on user query statistics
 
 
 
 
 

PhD Student

University of Southern California

Aug 2017 – Present California
Computer Science

Recent Posts

Model-free reinforcement learning requires extensive interaction with the environment in order to achieve very good performance in …

This is a course project done in Fall 2017 CSCI 599 Deep Learning and its Applications at USC.

Publications

Internet-of-Things (IoT) enabled monitoring and control capabilities are enabling increasing numbers of household users with …

We propose a framework to generate highly efficient accelerators for inferencing on FPGAs. Our framework consists of multiple …

We present a novel mechanism to accelerate state-of-art Convolutional Neural Networks (CNNs) on CPU-FPGA platform with coherent shared …

Professional Activity

Journal Reviewer

  • Integration, the VLSI Journal, 2017
  • IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2019

External Journal Reviewer

  • IEEE Journal of Biomedical and Health Informatics, 2019

External Conference Reviewer

  • FPT 2016, ReConfig 2016, SNAMS 2018

Teaching

  • Fall 2017/Spring 2018, CSCI 350 - Introduction to Operating Systems, USC
  • Fall 2018, CSCI 567 - Machine Learning, USC
  • Spring 2019, CSCI 356 - Introduction to Computer Systems, USC
  • Fall 2019, CSCI 360 - Introduction to Artificial Intelligence, USC