Quanming Yao
Associate Professor & Ph.D Advisor
Beijing, China
Summary
🤩
Rockstar🎓
Top SchoolQuanming Yao is an associate professor and Ph.D. advisor at Tsinghua University who builds and leads high-impact AI research teams, having grown a 27-member lab and advanced from assistant to associate professor in three years. With a Ph.D. from HKUST and 11 years in the field, he combines academic rigor with industry impact as a former senior scientist who founded 4Paradigm’s core ML team and helped drive technologies tied to its HK$2.5 billion IPO. His work spans automated machine learning, optimization, and scalable learning systems, reflected in 110+ publications, 13,000+ citations, and an h-index of 56 since 2018, including numerous NeurIPS/ICML/ICLR and Nature Series papers. Known for mentoring future AI leaders, he oversees lab strategy, funding, and cross-disciplinary collaboration, and maintains an active research presence accessible via his lab homepage.
11 years of coding experience
3 years of employment as a software developer
B.E, Electronics and Information Engineering, A, B.E, Electronics and Information Engineering, A at Huazhong University of Science and TechnologyHong Kong University of Science and Technology (HKUST)
English, Chinese
Github Skills (17)
mate10
meta-learning10
paper10
few-shot-learning10
deep-learning9
paddlepaddle9
machine-learning8
pytorch6
noise5
representation-learning4
deep-neural-networks4
aggregate2
graph1
graph-neural-network1
neural-architecture-search1
Programming languages (1)
Github contributions (5)
quanmingyao/NGMeet
Feb 2019 - Nov 2019
Contributions:5 commits, 4 pushes, 1 branch in 9 months
LARS-group/lars-group.github.io
May 2022 - Mar 2025
Contributions:203 pushes in 2 years 11 months
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