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
97 items
AgentHijack: Benchmarking Computer Use Agent Robustness to Common Environment Corruptions
2026
Cited
0
Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
2026
Cited
0
Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems
2026
Cited
0
OmniLiDAR: A Unified Diffusion Framework for Multi-Domain 3D LiDAR Generation
2026
Cited
0
Rethinking Model Selection in VLM Through the Lens of Gromov-Wasserstein Distance
2026
Cited
0
SubFlow: Sub-mode Conditioned Flow Matching for Diverse One-Step Generation
2026
Cited
0
Omnimodal Dataset Distillation via High-order Proxy Alignment
2026
Cited
0
WRF4CIR: Weight-Regularized Fine-Tuning Network for Composed Image Retrieval
2026
Cited
0
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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)
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