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. Previously, I studied at a Wenzhou-Kean University majoring in Computer Science.

My research interests focus on human-centered machine learning for marginalized community. Some of my past works combined Machine Learning and Human-Computer Interaction to help under-served groups (including low-resource farmers, children with autism), which were featured in multiple media, including ThePrint.in, News Medical Life Sciences, and Penn State News.

My current focus is to build actionable explainable intelligent systems for external stakeholders (e.g. doctors, judges, teachers). Feel free to drop me an email if you are interested in my work.

Interests

  • Explainable AI
  • AI for Social Good
  • Human-in-the-Loop 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