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
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Citations & Impact
All-time
Citations
21,338
H-index
74
i10-index
248
Publications
20
Co-authors
167
list available
Contact
GitHub
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Publications
116 items
SquidAgent: Parallelize Wisely, Coordinate Efficiently
2026
Cited
0
Scalable Minimal-Change Learning for Controllable Image Editing
2026
Cited
0
Beyond the Shadows of Plato's Cave: Evaluating False Memory in Autonomous Agents via Counterfactual Reasoning
2026
Cited
0
Decoupling Token Roles in Autoregressive Pretraining
2026
Cited
0
SEES: A Self-Evolving Embodied System via Failure-Guided VLA Policy Adaptation
2026
Cited
0
Taming CoT Obfuscation in VLMs: From Mechanistic Evidence to Activation Enforcement
2026
Cited
0
Are Human-Aligned Models Models of Humans? A Turing-Test Gap in Preference Alignment
2026
Cited
0
When Agents Learn to Be You: Benchmarking Privacy Leakage, Impersonation Risk, and Defenses in Persona Skills
2026
Cited
0
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Resume
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
19 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)