Q
Scholar

Quanming Yao

Google Scholar ID: 6PEbAiYAAAAJ
Associate Professor, EE Department, Tsinghua University
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Resume (English only)
Academic Achievements
  • Inaugural winner of the Intech Prize (Ant Group)
  • Recipient of the Aharon Katzir Young Investigator Award (INNS)
  • Named in Forbes 30 Under 30 (China)
  • Awarded Google AI Fellowship
  • Invited to give early-career spotlight talks at AAAI and IJCAI
  • Multiple papers accepted in 2025 to top venues including NeurIPS, ICML, ACL, KDD, IJCAI, EMNLP, and Bioinformatics
  • Recognized as a World’s Top 2% Scientist by Stanford University (2025)
  • Serving as Area Chair for ACL 2025, AC for ICLR 2026, and SPC for AAAI 2026
  • Won Excellence Prize at National Challenge Cup 2025 (Mobile GUI Agent) and supervised 2nd Prize at Tsinghua Challenge Cup
  • Received new funding from Huawei on 'GUI Agent' project
Background
  • Currently an Associate Professor and Ph.D. Advisor at the Department of Electronic Engineering, Tsinghua University
  • Also affiliated with the Zhongguancun Institute of Artificial Intelligence and the State Key Laboratory of Space Network and Communications
  • Research focuses on developing automated, efficient, and robust machine learning models for structured relational data, especially graphs and knowledge bases
  • Aims to bridge foundational theory and novel algorithms with high-impact applications, particularly in scientific domains
  • Current research keywords: automated machine learning, few-shot learning, meta-learning, in-context learning, knowledge graph
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