Bio.
Hi, I’m Muyang! Currently a PhD student at the University of Sydney, where I am fortunate to be supervised by Dr. Tongliang Liu. Before I embark on my PhD journay, I received my Honours degree with First Class Honours in the same institution. Even before that, I finished my Bachelor degree at the University of Auckland, with a distinction in my undergraduate dissertation.
Education
- PhD in Computer Science, 2023.3 - 2026.9 (expected)
University of Sydney, supervised by Dr. Tongliang Liu - BSc(Hon) in Computer Science, 2022.3 - 2022.11
University of Sydney, supervised by Dr. Tongliang Liu - BSc in Data Science, 2018.7 - 2021.11
University of Auckland, supervised by Prof. Xiangyu Zhao & Dr. Katerina Taskova
Research Interests
My broad research interests lie within Machine Learning and Data Mining. More specifically, I’m interested in the Trustworthiness of machine learning models, especially in how to build models that can maintain robustness and is privacy-preserving.
Publications
Weakly-supervised Learning
- InstanT: Semi-supervised Learning with Instance-dependent Thresholds M. Li, R. Wu, H. Liu, J. Yu, X. Yang, B. Han, T. Liu
NeurIPS 2023
Recommender Systems
- MLP4Rec: A Pure MLP Architecture for Sequential Recommendations [Long-oral] M. Li, X. Zhao, C. Lyu, M. Zhao, R. Wu, R. Guo
IJCAI 2022
News
- Nov, 2023 I will serve as a reviewer for ICML 2024.
- Nov, 2023 I’m honored to receive Postgraduate Research Travel Scheme from the School of Computer Science!
- Nov, 2023 I’m honored to receive Best Poster Award in ML and AI from the School of Computer Science!
- Sep, 2023 Our paper, “InstanT: Semi-supervised Learning with Instance-dependent Thresholds” has been accepted by NeurIPS 2023!
- Aug, 2023 I will serve as a reviewer for ICLR 2024.
- Jun, 2023 I will serve as a PC member for CIKM 2023.
- Jun, 2023 I am named in the Dean’s List for Academic Excellence by the faculty of Engineering!
- Jun, 2023 I am named in the Top Final Year High Honour Roll by the School of Computer Science!
- Apr, 2023 I will serve as a reviewer for NIPS 2023.
- Jan, 2023 Two papers got accepted by WWW 2023. Thanks to Prof. Zhao’s guidance, and congrats to Zijian and Jiahao!
- Jan 24th, 2023 I have received the Faculty of Engineering Research Scholarship!
- Jan 21st, 2023 I will serve as a reviewer for ICML 2023!
Services
Conference Reviewer: ICLR 2023-2024, ICML 2023-2024, NIPS 2023
Conference Volunteer: IJCAI 2022