Yiming Li
Research Fellow at Nanyang Technological University Singapore
Shenzhen, Guangdong Province, China
Summary
🤩
Rockstar🎓
Top SchoolYiming Li is a research-focused machine learning scientist with 7 years of experience specializing in trustworthy ML and generative AI, currently a Research Fellow at Nanyang Technological University in Singapore. He has held rapid academic roles including Research Professor at Zhejiang University and a visiting PhD stint at UIUC, where he collaborated on robust and secure ML with leading researchers. His background blends top-tier PhD training from Tsinghua and perfect-marks mathematical foundations, plus industry research internships at Ant Group and Tencent working on adversarial and backdoor learning. Yiming’s work sits at the intersection of theory and practical attack/defense techniques, and he has been recognized with early-career awards and a tenure-equivalent appointment in China. Colleagues describe him as someone who moves fluidly between rigorous proofs and hands-on system experiments, a trait that helps translate trustworthiness research into deployable safeguards.
7 years of coding experience
International Exchange Program, Mathematics & Computer Science, 4.0/4.0, International Exchange Program, Mathematics & Computer Science, 4.0/4.0 at University of Wisconsin OshkoshDoctor of Philosophy - PhD, Computer Science, 3.8/4.0, Doctor of Philosophy - PhD, Computer Science, 3.8/4.0 at 清华大学Bachelor of Science - BS, Mathematics, GPA: 4.0/4.0, Bachelor of Science - BS, Mathematics, GPA: 4.0/4.0 at Ningbo University
Chinese
Github Skills (26)
adversarial-attacks10
python10
toolbox10
machine-learning10
adversarial-machine-learning10
deep-learning10
ai-security10
scipy9
algorithms9
scientific-computing9
multinomial6
security5
pytorch5
classification4
federated-learning4
Programming languages (2)
Github contributions (5)
PerdonLiu/Visual-Privacy-Protection-via-Mapping-Distortion
Jan 2021 - May 2021
Contributions:8 commits, 8 pushes in 3 months
zhaitongqing233/Backdoor-attack-against-speaker-verification
Feb 2021 - May 2022
Pytorch implementation of Backdoor Attack against Speaker Verification
Contributions:1 review, 11 commits, 1 PR in 1 year 3 months
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