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Personal profile

Biography

Yuan-Fang Li is a Senior Lecturer in the Faculty of Information Technology, Monash University.

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Monash teaching commitment

Dr Yuan-Fang Li has experience as the Chief Examiner for the following units in the Faculty of IT:

  • FIT3013 Formal specification for software engineering
  • FIT4002 Software engineering studio project
  • FIT4004/FIT5171 System validation and verification, quality and standards
  • FIT4008 Reading unit
  • Minor thesis, Masters thesis and Honours thesis units

Dr Yuan-Fang has experience as the Lecturer for the following units in the Faculty of IT:

  • FIT1010 Introduction to software engineering
  • FIT3013 Formal specification for software engineering
  • FIT4002 Software engineering studion project
  • FIT4004/FIT5171 System validation and verification, quality and standards
  • FIT4008 Reading unit

Keywords

  • Data management
  • Knowledge Graphs
  • Knowledge Representation
  • Ontologies
  • Semantic Web
  • Software Engineering
  • Natural language processing

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Projects 2014 2019

Research Output 2002 2020

Understanding and improving ontology reasoning efficiency through learning and ranking

Kang, Y-B., Krishnaswamy, S., Sawangphol, W., Gao, L. & Li, Y-F., 1 Jan 2020, In : Information Systems. 87, 17 p., 101412.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

RobustiQ: a robust ANN search method for billion-scale similarity search on GPUs

Chen, W., Chen, J., Zou, F., Li, Y-F., Lu, P. & Zhao, W., 2019, Proceedings of the 2019 on International Conference on Multimedia Retrieval. Candan, K. S., Bertini, M., Xie, L. & Wei, X-Y. (eds.). New York NY USA: Association for Computing Machinery (ACM), p. 132-140 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Simulating exploration versus exploitation in agent foraging under different environment uncertainties

Chmait, N., Dowe, D. L., Green, D. G. & Li, Y. F., 2019, In : Behavioral and Brain Sciences. 42, p. 18-20 3 p., e39.

Research output: Contribution to journalArticleOtherpeer-review

Vector and line quantization for billion-scale similarity search on GPUs

Chen, W., Chen, J., Zou, F., Li, Y. F., Lu, P., Wang, Q. & Zhao, W., Oct 2019, In : Future Generation Computer Systems. 99, p. 295-307 13 p.

Research output: Contribution to journalArticleResearchpeer-review

Automating reading comprehension by generating question and answer pairs

Kumar, V., Boorla, K., Meena, Y., Ramakrishnan, G. & Li, Y. F., 2018, Advances in Knowledge Discovery and Data Mining : 22nd Pacific-Asia Conference, PAKDD 2018 Melbourne, VIC, Australia, June 3–6, 2018 Proceedings, Part III. Phung, D., S. Tseng, V., I. Webb, G., Ho, B., Ganji, M. & Rashidi, L. (eds.). Cham Switzerland: Springer, p. 335-348 14 p. (Lecture Notes in Computer Science ; vol. 10939 ).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Prizes

Kurzweil Best Paper Prize

Yuan-Fang Li (Recipient), 2017

Prize: Prize (including medals and awards)

President’s Graduate Fellowship Scholarship

Yuan-Fang Li (Recipient), 2005

Prize: Other distinction

Singapore Millennium Foundation Scholarship

Yuan-Fang Li (Recipient), 2004

Prize: Other distinction

Activities 2013 2016

  • 3 Professional association or peak discipline body

Clayton Honours and Minor Thesis Coordinator - Faculty of Information Technology, Monash University

Yuan-Fang Li (Executive Member)
1 Jan 2016

Activity: External Academic EngagementProfessional association or peak discipline body

Faculty Honours and Minor Thesis Coordinator - Faculty of Information Technology, Monash University

Yuan-Fang Li (Executive Member)
1 Jan 2016

Activity: External Academic EngagementProfessional association or peak discipline body

Past Deputy Director, Bachelor of Software Engineering Degree (BSE) - Faculty of Information Technology, Monash University

Yuan-Fang Li (Executive Member)
1 Mar 2013

Activity: External Academic EngagementProfessional association or peak discipline body