School of EECS, The University of Queensland, Australia
I am a PhD student at The University of Queensland (UQ), Australia, specialising in robust and trustworthy graph machine learning. My research is conducted under the supervision of Dr. Ruihong Qiu, A/Prof. Guangdong Bai, and Prof. Zi (Helen) Huang. I completed my dual Bachelor of Computer Science and Master of Data Science degrees at UQ, graduating as the class of 2023 Valedictorian.
We introduce TextTopoOOD, a framework for modeling diverse OOD scenarios on text-rich networks, and propose TNT-OOD, a novel detection method that captures the intricate interplay between text and topology.
We propose the GetFair framework, a novel approach for equitably detecting hate speech across diverse targets, including those unseen during training. This framework ensures fair detection with consideration of the social groups targeted in the content.