Biography

Hello! My name is Hangzhi Guo (郭杭之 | Birkhoff). I am a Ph.D. student in the College of Information Sciences and Technology (IST) at Penn State Uniersity advised by Dr. Amulya Yadav. I graduated from Wenzhou-Kean University majoring Computer Science.

I am broadly intersted in human-centered machine learning. My current focus is to develop actionable and robust Explainable Machine Learning models (e.g., CounterNet, RoCourseNet). I am also devoted to apply techniques in machine learning and human-computer interaction to help under-served groups (including low-resource farmers, children with autism). Media converages of these works include ThePrint.in, News Medical Life Sciences, and Penn State News.

I am organizing the Penn State CSRAI Young Achievers Symposium.

Interests

  • Explainable AI
  • AI for Social Good
  • Human-centered Machine Learning
  • Deep Learning
  • Human-Computer Interaction

Education

  • Ph.D. in Informatics, 2020 - Present

    Pennsylvania State University

  • BSc in Computer Science, 2016 - 2020

    Wenzhou-Kean University

Recent Posts

A Collection of Research Resources on Explainable Machine Learning

I create a repository collecting a list of awesome research papers on Explainable Machine Learning.

Emerging Trends in Applied Deep Learning Research

A state-of-the-art report for non-tech readers.
Emerging Trends in Applied Deep Learning Research