Research Group
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The Trustworthy Machine Learning and Reasoning (TMLR) Group is a collaborative research program advancing reliable, statistically grounded, and societally responsible AI. Spanning Melbourne, Hong Kong, and Shanghai, the group brings together complementary strengths in machine learning theory, trustworthy AI, and modern foundation models to build AI systems that are both excellent in research and dependable in practice. [Group Website]
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TMLR Lab (Melbourne)
Postdoctoral Researchers
Zesheng Ye, PhD @ UNSW --> Postdoc Research Fellow @ UoM (as a principal supervisor)
Jiantong Jiang, PhD @ UWA --> Postdoc Research Fellow @ UoM (as a principal supervisor)
PhD Students (principal supervisor)
Chengyi Cai (Google PhD Fellowship, 2025), Master @ THU --> PhD @ UoM (Interns @ Ant Group, MSRA)
Jiacheng Zhang, Honours @ USYD --> PhD @ UoM (Interns @ Sea AI Lab, Tiktok)
Zhi-Jian Zhou, Master @ NJU LAMDA --> PhD @ UoM
Ruijiang Dong, Honours @ PKU --> RA @ HKBU (with A/Prof Han) --> PhD @ UoM
Xunye Tian, Master @ UoM --> PhD @ UoM (Intern @ MainCode)
Jinhao Li, Master @ UoM --> PhD @ UoM (Intern @ Tiktok)
Yue Wang, Honours @ UCL --> RA @ HKBU (with A/Prof Han) --> PhD @ UoM
Muxing Li, RA @ A*STAR CFAR --> PhD @ UoM
Yiyi Guo, Honours @ McGill --> PhD @ UoM
Haoyuan Li, Master @ UoM --> PhD @ UoM
PhD Students (internal/external co-supervisor)
Master Students
Alumni (former students and trainees who worked closely with me)
Xinyu Su, PhD @ UoM (with A/Prof Qi) --> Postdoc @ FDU
Rena Gao, PhD @ UoM (with A/Prof Lau) --> Research Scientist @ DeepSeek
Guangzhi Ma, PhD @ UTS --> Postdoc Research Fellow @ UTS & Visiting Research Fellow @ UoM (as a co-supervisor) --> Tenured Faculty @ NUIST
Yu Li @ UoM --> PhD @ UoM
Ke Liu, PhD @ ZJU (with Prof Bu, Prof Wang, A/Prof Han) --> Postdoc @ ZJU
Qizhou Wang, PhD @ HKBU (with A/Prof Han, Dr Fang) --> Postdoc @ RIKEN-AIP
Haoang Chi, visiting PhD @ HKBU (with A/Prof Han)
Yuhao Sun @ UoM --> PhD @ UoM
Zhenqiao Yuan @ UoM --> ?
Chengdong Cao @ UoM --> RA @ HKBU --> ?
Siming Huang @ UoM --> PhD @ FDU
Yongfeng Zhong, PhD @ PolyU (with Dr Wu, A/Prof Han)
Ning Ma, PhD @ ZJU (with Prof Bu, Prof Wang, A/Prof Han) --> Postdoc @ HKUST
Yicheng Wang, Visiting PhD @ UoM --> PhD @ XJTU
Xiaofeng Zhang, Master @ UoM
Wenbin Zhou, Master @ UoM (with A/Prof Wei)
Nan He, Master @ UoM -> RA @ Monash --> PhD @ FDU
Ruize Gao (with A/Prof Han, Prof Cheng), RA @ HKBU CSD --> PhD @ NUS CSD
Chenghong Zhou, PhD @ HKBU
Yiyang Zhang, MPhil @ THU --> visting MPhil @ UTS --> Bank of China, Beijing
Li Zhong, MPhil @ THU --> visting MPhil @ UTS
Postdocs/Students Closely Work with Me
Postdoc Research Fellow
PhD Students
Ne Luo, PhD @ UoM (with Dr de Kock and Prof Frermann)
Jiahao Yang, PhD @ UoM (with A/Prof Yuan)
Yuchen Luo, PhD @ UoM (with Prof Erfani)
Yunbei Zhang, PhD @ Tulane (with A/Prof Hamm)
Zizhao Li, PhD @ UoM (with Prof Khoshelham)
Yuhao Sun, PhD @ UoM (with A/Prof Yuan)
Hesam Asadollahzadeh, PhD @ UoM (with Prof Erfani and Prof Leckie)
Chenghao Zhang, PhD @ UQ (with Dr Xu, Dr Chen)
Ziye Chen, PhD @ UoM (with A/Prof Gong)
Wenjie Wang, PhD @ UoM (with A/Prof Gong, Dr Huang)
Zewei Shi, PhD @ UoM (with A/Prof Yuan)
Guangzheng Hu, PhD @ UoM (with Dr Peng, A/Prof Gong)
Strategic Partners
Long-term collaborators and strategic partners across the trustworthy AI and machine learning community include:
Masashi Sugiyama, Professor @ RIKEN AIP and The University of Tokyo, Japan
Arthur Gretton, Professor @ University College London (UCL), United Kingdom
Mingyuan Zhou, Associate Professor @ The University of Texas at Austin, United States
Gang Niu, Senior Research Scientist (indefinite-term) @ RIKEN AIP, Japan
Danica J. Sutherland, Assistant Professor @ The University of British Columbia, Canada
Sharon Yixuan Li, Associate Professor @ University of Wisconsin Madison, US
Bo Han, Associate Professor @ Hong Kong Baptist University, Hongkong SAR, China
Lei Feng, Visiting Professor @ Nanyang Technological University, Singapore
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