Jiaqi Lv / 吕 佳祺
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Jiaqi Lv, D.Eng.
Associate Professor,
E-mail: is.jiaqi.lv at gmail.com & jiaqi.lv at seu.edu.cn |
I'm always looking for highly self-motivated undergraduate/master students! (see this link). Reach me if you are interested.
Short Bio
I'm currently an Associate Researcher at PALM Lab, the School of Computer Science and Engineering, Southeast University (SEU), Nanjing, China. My research interests lie in machine learning and deep learning, focusing on trustworthy AI. With a current emphasis on learning and reasoning from weakly supervised data, we aim to reducing our reliance on extensively annotated datasets without sacrificing the models' reliability. The ultimate goal is to make machine learning a tool for enhancing human decisions without compromising our ethical values or privacy. I received my Bachelor's and Doctorate degrees at SEU, under the guidance of Prof. Xin Geng. Following my graduation in 2021, I embarked on a postdoctoral journey at the RIKEN Center for Advanced Intelligence Project, Japan, collaborating with esteemed scholars such as Prof. Masashi Sugiyama and Dr. Gang Niu. This enriching experience spanned two years, after which I returned to my alma mater, SEU.
Research Interests
Weakly supervised learning (including but not limited to semi-supervised learning, partial-label learning, and label-noise learning)
Deep learning and representation learning
Machine learning and data mining