Jianfei Yang
Assistant Professor at Nanyang Technological University Singapore
Singapore
Summary
👤
Senior🎓
Top SchoolJianfei 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
Joint Ph.D. student Artificial Intelligence, Joint Ph.D. student Artificial Intelligence at University of California, BerkeleyBachelor of Engineering - BE Computer Software Engineering, Bachelor of Engineering - BE Computer Software Engineering at Sun Yat-sen UniversityDoctor of Philosophy (Ph.D.) Computer and Electronic Engineering, Doctor of Philosophy (Ph.D.) Computer and Electronic Engineering at Nanyang Technological University Singapore
Chinese, English
Github Skills (37)
representation-learning10
image-translation10
adversarial-learning10
few-shot-learning10
transfer-learning10
adaptation10
theory9
style-transfer9
semi-supervised-learning9
multi-task-learning9
meta-learning9
paper9
generalization9
self-supervised-learning9
unsupervised-learning9
Programming languages (4)
Github contributions (5)
NTU-AIoT-Lab/WiADG
Feb 2018 - Jun 2022
WiFi-based gesture recognition using Adversarial Discriminative Domain Adaptation.
Contributions:11 commits, 2 PRs, 5 pushes in 4 years 4 months
pytorchdeep-learningadversarialrecognitiondomain
Marsrocky/marsyang
Mar 2022 - Mar 2025
Contributions:144 pushes, 1 branch in 3 years
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