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General Information

Full Name Luyao Zhu
Languages Chinese, English

Education

  • 2024 (expected)
    Ph.D. in Computer Science
    Nanyang Technological University, Singapore
    • With a major GPA of 4.58 on a 5 scale.
  • 2019
    M.S. in Management Science and Engineering
    University of Chinese Academy of Sciences, Beijing, China
    • Graduated with a major GPA of 87.13 on a 100 scale.
  • 2016
    B.Sc. in Mathematics and Applied Mathematics & B.Ec. in Economics
    China University of Political Science and Law, Beijing, China
    • Outstanding graduate with a GPA of 88.92 on a 100 scale
    • Rank 4/50, Overall GPA 88.92/100, Major GPA 89.1/100.

Professional Experience

  • 2020 - now
    Research Assistant
    Agency for Science, Technology and Research, Singapore
    • Human-Robot Collaborative AI for Advanced Manufacturing and Engineering (AME) WP4 Commonsense Knowledge.
      • Support in annotate 800+ hierarchical verb priment keys.
      • Support in collecting 900+ hierarchical noun primenet keys.
      • Primitive Labeling and semi-supervised algorithm programming on common sense knowledge.
  • 2017-2019
    Research Assistant
    Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, China
    • Assist professors in concluding report of the research project supported by the National Natural Science Foundation of China No. 91546201, No. 71331005 and No.71110107026 related to Data Ming and Machine Learning.
  • 2018
    Research Internship
    Computational Intelligence Lab, School of Computer Science and Engineering, Nanyang Technological University, Singapore
    • Stock trading rule discovery with double deep Q-network.
    • Tourism reviews sentiment analysis.
  • 2015 - 2016
    Data Mining Internship
    Key Laboratory of Big Data Mining and Knowledge Management, Chinese Academy of Sciences, Beijing, China
    • Assist in application and research of the research project in terms of tourism online travel user reviews, electric-power industry, spallation neutron source, etc.

Teaching Experience

  • 2021
    (Lab session) Algorithm Design and Analysis
    • Mentoring undergraduate students in Lab class and quiz session relevant to sorting, graphs, dynamic programming, etc.
  • 2020
    (Lab session) Artificial Intelligence
    • Mentoring undergraduate students in Lab class and quiz session relevant to reinforcement learning, depth-first search, breadth-first search, logic programming, chatbot, etc.
  • 2020
    (Lab session) Introduction to Data Science and Artificial Intelligence
    • Mentoring undergraduate students in Lab class and quiz session relevant to statistics, linear regression, classification trees, clustering algorithms, etc.
  • 2020
    (Lab session) Human Computer Interaction
    • Mentoring undergraduate students in Lab class and presentation section relevant to indoor navigation project.

Honors and Awards

  • 2018
    • Academic Scholarship of the University Chinese Academy of Sciences
    • Excellent Student Award of the University Chinese Academy of Sciences
  • 2017
    • Academic Scholarship of the University Chinese Academy of Sciences
    • Best Paper Award in ITQM 2017
  • 2016
    • Academic Scholarship of the University Chinese Academy of Sciences
    • The Chinese Academy of Sciences Excellent Undergraduate Scholarship
    • Outstanding Graduate
  • 2015
    • The Chinese Academy of Sciences Excellent Undergraduate Scholarship
    • Team Competitin Winning Prize
    • The Third Grade Scholarship of China University of Political Science and Law
    • Meritorious Winner of Mathematical Contest in Modeling(MCM)
  • 2014
    • The Chinese Academy of Sciences Excellent Undergraduate Scholarship
    • The Second Grade Scholarship of China University of Political Science and Law
    • The 2nd-national level in CUMCM-2014 for college students
  • 2013
    • The Second Grade Scholarship of China University of Political Science and Law
    • Excellent Student Award of China University of Political Science and Law

Services

  • Program Committees
    • Volunteer, International Conference on Computational Science (ICCS 2018), Wuxi, China, June 2018.
  • Reviewer
    • Annual Meeting of the Association for Computational Linguistics (ACL)
    • Empirical Methods in Natural Language Processing (EMNLP)
    • International Conference on Computational Linguistics (COLING)
    • IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS)
    • Knowledge-Based Systems (KBS)
    • Information Fusion (INFFUS)
    • Applied Soft Computing (ASC)
    • Neurocomputing
    • Communications of the ACM
    • Cognitive Computation
    • IEEE Computational Intelligence Magazine (IEEE CIM)
  • Volunteer
    • Rooftop Gardening Activity
    • National Library of China Volunteering
    • Organizer of Environmental Protection Activity