Jianfei Yang
Singapore, China
Summary
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RockstarJianfei Yang is an Assistant Professor and director of the MARS Lab at NTU Singapore, specializing in Physical AI, Multimodal AIoT, and Embodied AI to boost the intelligence, robustness, and security of robotics and IoT systems. He holds a Ph.D. from NTU (best thesis award), has held visiting positions at Harvard and the University of Tokyo, and was a Presidential Postdoc Fellow and senior research engineer at UC Berkeley. Recognized among Stanford’s Top 2% Scientists and Forbes Asia 30 Under 30 (2024), he combines deep academic rigor with a competitive streak—having led teams to first place in over 10 international AI challenges. Jianfei’s work uniquely blends TinyML, trustworthy ML for edge devices, and hands-on robotics, reflecting both theoretical contributions and practical deployments. Based in Singapore with 11 years of experience, he actively bridges interdisciplinary research, teaching, and real-world challenge-driven innovation.
11 years of coding experience
Github Skills (39)
representation-learning10
image-translation10
semi-supervised-learning10
adversarial-learning10
paper10
few-shot-learning10
transfer-learning10
adaptation10
wifi10
style-transfer9
multi-task-learning9
meta-learning9
generalization9
self-supervised-learning9
unsupervised-learning9
Programming languages (4)
Github contributions (5)
Marsrocky/Emotiw-Engagement-Prediction
Oct 2018 - Jun 2022
Champion of engagement intensity prediction task in Emotion in the wild Challenge 2018.
Contributions:7 commits, 4 pushes, 3 comments in 3 years 9 months
Marsrocky/marslab.github.io
Oct 2024 - Jun 2026
Source codes for NTU MARS Lab
Contributions:181 pushes, 1 branch in 1 year 8 months
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