Yong Liu 刘勇

Picture of Textbook 

Data Scientist
Link Analytic Centre
NTUC Link Pte Ltd

Email: yongliuster©gmail.com or liuyong©ntuclink.com.sg
Address: 73 Bras Basah Rd, Singapore 189556
[Google Scholar] [LinkedIn]

About me

I am a Data Scientist in Link Analytic Centre (LAC), NTUC Link. From November 2015 to October 2017, I was a research scientist in Data Analytics Department, Institute for Infocomm Research (I2R), A*STAR, Singapore. I received Ph.D. from the School of Computer Science and Engineering at Nanyang Technological University in June 2016, supervised by Professor Chunyan Miao, and received B.S. from the Department of Electronic Science and Technology at University of Science and Technology of China in June 2008.

Research Interests

My current research interests include:

  • Data Mining: recommender systems, computational advertising, social media mining, network embedding

  • Machine Learning: matrix computation, learning to rank, online learning, deep learning, Bayesian learning

  • Bioinformatics: drug-target interaction prediction, synthetic lethality prediction

Book Chapters

Publications

  • Learning User Dependencies for Recommendation
    Yong Liu, Peilin Zhao, Xin Liu, Min Wu, Lixin Duan, Xiao-Li Li
    In Proceedings of 26th International Joint Conference on Artificial Intelligence (IJCAI 2017). Pages 2379-2385. Melbourne, Australia, August 2017.

  • Online Multitask Relative Similarity Learning
    Shuji Hao, Peilin Zhao, Yong Liu, Steven C. H. Hoi, Chunyan Miao
    In Proceedings of 26th International Joint Conference on Artificial Intelligence (IJCAI 2017). Pages 1823-1829. Melbourne, Australia, August 2017.

  • A Social Trust Model Considering Trustees’ Influence
    Jianping Mei, Han Yu, Yong Liu, Zhiqi Shen, Chunyan Miao
    In Proceedings of 17th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA 2014). Pages 357-364. Gold Coast, Australia. Dec 2014.

Services

I have been involved in the following academic services:

  • Conference Program Committee:
    ICAA 2013, SocInf 2017, CIKM 2017 (Demo Track), IJCAI 2018.

  • (External) Conference Reviewer:
    IJCAI 2016, KDD 2016, ICDM 2016, PAKDD 2017, KDD 2017, IJCAI 2017, AAAI 2018.

  • Journal Reviewer:
    ACM Transactions on Information Systems (TOIS), IEEE Transactions on Knowledge and Data Engineering (TKDE), IEEE Transactions on Big Data, ACM Transactions on the Web, IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Information Systems Frontiers