About

Shi Yin Hong

I am a computer engineering and computer science major at the University of Arkansas. As a research assistant, I am fortunate to contribute to AI projects in natural language processing (NLP), graph representation learning, and computer vision. My amazing research mentors are Prof. Susan Gauch, Prof. Lu Zhang, and Prof. Justin Zhan.

My current projects are on 1) mental health support with large language models and 2) interpretable subgraph Graph Neural Networks. I am broadly interested in socially responsible NLP that are interpretable and generalizable. Meanwhile, I am a proponent of AI for social good.

Publications

Improving Cross-Domain Hate Speech Generalizability with Emotion Knowledge

WaveNets: Wavelet Channel Attention Networks

CiGNN: A Community-induced Graph Neural Network

Awards

A few selected awards

University of Arkansas Honors College Fellowship

Highest merit-based scholarship of the University of Arkansas

Arkansas Governor's Distinguished Scholarship

Highest state-level merit-based scholarship

University of Arkansas Honors College Research Grant

Competitive research scholarship
01/22 - 12/23 ($4,000)
01/24 - Present

Service

A glimpse into community engagement

IEEE Eta Kappa Nu

Member | President
Led cross-departmental event organization, such as IEEE Computer Society Distinguished Visitor visitation

Arkansas Summer Research Institute

Project Volunteer
Guided students with data science and machine learning project planning and execution

Hour of Code

Volunteer
Helped 4th grade students learn coding through interactive programming sessions

CV

Link to my CV