Jiangchao Yao


Reseach Group

Bo Han, Feng Liu and I are faculties in the machine learning area. Although we have different research focus in subareas, we share the same vision that we should make AI trustworthy in intrinsic design, efficiency and interpretation etc., which motivates us to build up the Trustworthy Machine Learning and Reasoning (TMLR) Group to promote the collaboration and development. [Group Website]


TMLR Group (Shanghai)

PhD students (supervised as PI or internal/external co-PI)
  • Feng Hong (with Prof. Yanfeng Wang), PhD@SJTU

  • Yuhuan Yang (with Prof. Yanfeng Wang), PhD@SJTU

  • Yikun Liu (with Prof. Weidi Xie and Prof. Yanfeng Wang), PhD@SJTU

  • Zihua Zhao (with Prof. Ya Zhang), PhD@SJTU

  • Fei Zhang (with Prof. Ya Zhang), PhD@SJTU & Shanghai Innovation Institute

  • Haoyun Jiang, PhD@SJTU & Shanghai AI Lab

  • Jiaan Luo, PhD@SJTU

  • Yicheng Fu, PhD@SJTU

  • Xinmu Ge, PhD@SJTU & Shanghai Innovation Institute

  • Haolin Li (with Prof. Yanfeng Wang), PhD@FDU & Shanghai AI Lab

  • Siyuan Du (with Prof. Yanfeng Wang), PhD@FDU & Shanghai AI Lab

  • Siyi Li (with Prof. Ya Zhang), PhD@USTC & Shanghai AI Lab

  • Zhanke Zhou (with Prof. Bo Han), PhD@HKBU

  • Xuan Li (with Prof. Bo Han), PhD@HKBU

  • Xiao Feng (with Prof. Bo Han), PhD@HKBU

  • Zizhuo Zhang(with Prof. Bo Han), PhD@HKBU

Master students (supervised as PI or internal/external co-PI)
  • Geng Yu, Master@SJTU

  • Tianjie Dai (with Prof. Ya Zhang), Master@SJTU

  • Yiyang Chen (with Prof. Ya Zhang), Master@SJTU

  • Pengyi Chen, Master@SJTU

  • Zhenjie Mao (with Prof. Ya Zhang), Master@SJTU

  • Yushi Ye (with Prof. Yanfeng Wang), Master@SJTU

  • Yu Huang, Master@SJTU

  • Junqi He, Master@SJTU

  • Muyi Wang, Master@SJTU

Alumni (former students closely worked with me):
  • Jianing Zhu (with Prof. Bo Han), PhD@HKBU --> Postdoc@UT, Austin

  • Ruipeng Zhang (with Prof. Ya Zhang), PhD@SJTU --> Assistant Researcher@Shanghai Sixth People's Hospital affiliated with SJTU

  • Yiming Qin (with Prof. Ya Zhang), Master@SJTU --> PhD@EPFL

  • Linyu Xing (with Prof. Ya Zhang), Master@SJTU --> Selected Graduate @ Shanghai Municipal Commission of Economy and Informatization

  • Jinyi Wang (with Prof. Ya Zhang), PhD@SJTU --> Tencent

  • Yuhang Zhou, PhD@SJTU --> Meituan (Beidou Program)

  • Zhihan Zhou (with Prof. Yanfeng Wang), PhD@SJTU --> Huawei

  • Mengxi Chen (with Prof. Ya Zhang), PhD@SJTU --> Huawei

  • Tianjiao Zhang (with Prof. Yanfeng Wang), PhD@SJTU --> Meidi


Partners

Friends with whom I have worked on long-term projects:
  • Masashi Sugiyama, Professor @ RIKEN AIP and The University of Tokyo

  • Ivor W. Tsang, Professor @ A*STAR CFAR and Nanyang Technological University

  • Mingyuan Zhou, Professor @ The University of Texas at Austin

  • Gang Niu, Senior Research Scientist @ RIKEN AIP

  • Tongliang Liu, Associate Professor @ The University of Sydney and MBZUAI

  • Bo Han, Associate Professor @ Hong Kong Baptist University, Hongkong SAR, China

  • Feng Liu, Senior Lecturer @ University of Melbourne, Australia

  • Huangjie Zheng, Research Scientist @ Apple, America


Mentoring Philosophy

    "While we're very proud of our research ideas and their impact, the lab's real goal is to help students become professors, entrepreneurs, and researchers", quoting from Prof. Christopher RĂ©. TMLR group has been truly inspired by this mentoring philosophy and will try our best to help our students grow up.