Yixin Liu
Assisant Professor (Lecturer) at Griffith University
Queensland, Australia
Summary
🤩
Rockstar🎓
Top SchoolYixin Liu is an Assistant Professor (Lecturer) and ARC DECRA Fellow at Griffith University, specializing in data mining and machine learning with a focus on anomaly detection, agentic AI, and graph neural networks. With a PhD in AI from Monash and prior engineering degrees from Beihang University, Yixin has published 30+ papers in top venues (NeurIPS, KDD, ICLR, IEEE TPAMI/TKDE/TNNLS) and accrued ~4,000 citations, reflecting both depth and impact. Awarded a Google PhD Fellowship and the ARC DECRA, Yixin blends rigorous academic research with industry experience from internships at Alibaba and Amazon. Based in Queensland, they transition research into practice and teaching, and maintain a public research portfolio at yixinliu233.github.io that highlights reproducible code and applied anomaly-detection tools.
5 years of coding experience
1 year of employment as a software developer
Master of Engineering - MEng Aerospace Aeronautical and Astronautical Engineering, Master of Engineering - MEng Aerospace Aeronautical and Astronautical Engineering at Beihang UniversityDoctor of Philosophy - PhD Data Science & AI Computer Science, Doctor of Philosophy - PhD Data Science & AI Computer Science at Monash University
Github Skills (19)
graph-representation-learning8
anomaly-detection-algorithm8
anomaly-detection-models6
deep-learning5
graph5
chainer5
anomaly-detection5
representation-learning5
lists4
machine-learning4
data-mining4
datasets4
collections4
graph-convolutional-networks4
boost4
Programming languages (1)
Github contributions (5)
yixinliu233/yixinliu233.github.io
Apr 2022 - Mar 2025
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Contributions:219 pushes in 2 years 10 months
templategithub-pages-templatemmistakesmistakesjekyll
TrustAGI-Lab/SUBLIME
Jan 2022 - Nov 2022
Contributions:6 commits, 6 pushes in 10 months
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