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)
Guangzhi Ma, PhD @ UTS --> Postdoc Research Fellow @ UTS & Visiting Research Fellow @ UoM (as a co-supervisor)
PhD Students (principal supervisor)
Chengyi Cai (Google PhD Fellowship, 2025), Master @ THU --> PhD @ UoM
Jiacheng Zhang, Honours @ USYD --> PhD @ UoM
Jinhao Li, Master @ UoM --> PhD @ UoM
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
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)
Qizhou Wang, PhD @ HKBU (with A/Prof Han, Dr Fang)
Haoang Chi, visiting PhD @ HKBU (with A/Prof Han)
Xue Jiang, joint PhD @ HKBU (with A/Prof Han, Prof Zheng)
Shuhai Zhang, PhD @ SCUT (with Prof Tan, A/Prof Han)
Hongduan Tian, PhD @ HKBU (with A/Prof Han)
Xiong Peng, PhD @ HKBU (with A/Prof Han)
Ke Liu, PhD @ ZJU (with Prof Bu, Prof Wang, A/Prof Han)
Master Students
Thomas Choi @ UoM
Zijian Meng @ UoM
Yu Li @ UoM
Yiyu Liu @ UoM
Yujun Chen @ UoM
Alumni (former students and trainees who worked closely with me)
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 Dr 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
Yuchen Luo, PhD @ UoM (with A/Prof Erfani)
Yuhao Sun, PhD @ UoM (with A/Prof Yuan)
Hesam Asadollahzadeh, PhD @ UoM (with A/Prof Erfani and Prof Leckie)
Chenghao Zhang, PhD @ UQ (with Dr Xu, Dr Chen)
Wenjie Wang, PhD @ UoM (with Dr Gong, Dr Huang)
Xinyu Su, PhD @ UoM (with A/Prof Qi)
Rena Gao, PhD @ UoM (with Dr Lau)
Zewei Shi, PhD @ UoM (with A/Prof Yuan)
Guangzheng Hu, PhD @ UoM (with Dr Peng, Dr 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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