Scholar
Tongliang Liu
Google Scholar ID: EiLdZ_YAAAAJ
Director, Sydney AI Centre, University of Sydney & Mohamed bin Zayed University of AI
Machine Learning
Learning with Noisy Labels
Trustworthy Machine Learning
Follow
Homepage
↗
Google Scholar
↗
Citations & Impact
All-time
Citations
21,338
H-index
74
i10-index
248
Publications
20
Co-authors
167
list available
Contact
GitHub
Open ↗
Publications
107 items
Delving into the Temporal Challenges of Unified Video Protection Against Image-to-Video and Fine-Tuning-based Customization
2026
Cited
0
JuZhou 1.0 Technical Report: The First Edge-Native Text-to-Image Foundation Model Trained Entirely on China-Developed AI Accelerators
2026
Cited
0
An expressivity analysis of hierarchical modelling in deep transformers via bounded-depth grammars
2026
Cited
0
Understanding Diversity Collapse in RLVR via the Lens of Overtraining
2026
Cited
0
A theoretical model for task routing in mixture-of-expert transformers
2026
Cited
0
MLUBench: A Benchmark for Lifelong Unlearning Evaluation in MLLMs
2026
Cited
0
Exploring the Design Space of Reward Backpropagation for Flow Matching
2026
Cited
0
Causal Ensemble Agent: Hierarchical Causal Discovery with LLM-guided Expert Reweighting
2026
Cited
0
Load more
Resume (English only)
Academic Achievements
Published over 200 papers in top ML/AI conferences and journals.
Ranked #1 in machine learning in Australasia by CS Rankings.
Young Distinguished Scientist Award, IAENG (2025).
Outstanding Research Contribution Award, CORE (2024).
Eureka Prize shortlist for Emerging Leader in Science, Australian Museum (2023).
IEEE AI's 10 to Watch Award (2022); ARC Future Fellowship (2022).
Faculty Early Career Research Excellence Award, The University of Sydney (2021).
Top-40 Early Achievers by The Australian (2020).
ARC DECRA Fellowship (2018).
Students have received awards including Google PhD Fellowship.
Co-Editor-in-Chief of Neural Networks; Associate Editor for IEEE TPAMI, JAIR, TMLR, MLJ, TIP, ACM Computing Surveys.
Regular Senior Area Chair for NeurIPS and ICLR; Area Chair for ICML, NeurIPS, ICLR, UAI, IJCAI, AAAI.
Editorial Board member of Journal of Machine Learning Research.
Research Experience
Joined The University of Sydney as Lecturer in 2017; now Associate Professor.
Leads the Trustworthy Machine Learning Lab (TML Lab) at The University of Sydney.
Director of the Sydney AI Centre.
Visiting Scientist at RIKEN AIP, Tokyo.
Affiliated Professor at Mohamed bin Zayed University of Artificial Intelligence (UAE).
Visiting Professor at University of Science and Technology of China.
Co-authors
167 total
Bo Han
HKBU / RIKEN
Dacheng Tao
Nanyang Technological University
Mingming Gong
University of Melbourne & Mohamed bin Zayed University of Artificial Intelligence
Gang Niu
Senior Research Scientist (tenured), RIKEN Center for Advanced Intelligence Project
Xiaobo Xia
Postdoc, National University of Singapore
Masashi Sugiyama
Director, RIKEN Center for Advanced Intelligence Project / Professor, The University of Tokyo
Nannan Wang
Professor, Xidian University
Kun Zhang
Carnegie Mellon University & Mohamed bin Zayed University of Artificial Intelligence (MBZUAI)