Currently, I am working on building Large Language Models (LLM) and enable its usage in more application scenarios. Todays’ LLMs are often extremely computation-expensive and difficult to control, which limits theirs usefulness. To make them user-friendly and accessible to more individuals and organizations, my research focus on: (1) make them better API’s for various realistic problems; (2) build smaller but more specificalized LLM expert; (3) incorporate various input signals to them like image and video.

I am an Ph.D. student of School of Computer Science and Engineering at Hong Kong University of Science and Technology. I am affliated to Statistics and Machine Learning Research Group and JC STEM Lab of Data Science Foundations.

Education

Hong Kong University of Science and Technology, Clear Water Bay, Hong Kong SAR

University of Electronic Science and Technology of China

  • Master of Computer Science in School of Computer Science and Engineering
  • Sept. 2018 - Jun. 2021
  • Advisor: Prof. Jie Shao and Prof. Xing Xu

University of Electronic Science and Technology of China

  • Bachelor of Science in School of Schools of Mathematics
  • Sept. 2014 - Jun. 2018

Experiences

Living Analytics Research Centre, Singapore Management University, Singapore.

  • Research assistant. Sept. 2019 - Sept. 2020
  • Advisor: Prof. Ee-Peng Lim
  • MultiModal Knowledge Graph and Math Word Problem Solving

Microsoft Research Asia , Beijing, China.

  • Research Interns. Feb. 2021 - Aug. 2021
  • Advisor: Dr.Nan Duan and Dr.Alex Polozov
  • Data Wrangling based on Pre-Trained Language Models

Bytedance AI Lab, Shanghai, China.

Awards

  • Outstanding Graduate Student of Sichuan Province, 2021

  • National Scholarship (1/341), UESTC, 2020

  • Goodix Technology Scholarship, UESTC, 2020

  • Outstanding Graduates, University of Electronic Science and Technology of China, 2018

  • Execellent Graduates, University of Electronic Science and Technology of China, 2018

  • Excellent Undergraduate Thesis Award, UESTC, 2018

  • People’s scholarship in China for Undergraduate (First class), 2017