Fajie Yuan

School of Computing Science
University of Glasgow
Glasgow G12 8QQ
(t)  44-742-1260034

PhD Student

Office: SAWB 220, 18 Lilybank Gardens, Glasgow, UK
Telephone: + 44-742-1260034
E-Mail: f.yuan.1@research.gla.ac.uk

Personal Site: https://fajieyuan.github.io/


I am currently a PhD student in Information Retrieval group, School of Computing Science, University of Glasgow. I graduated from University of Electronic Science and Technology of China (UESTC).

Research Interests:

Recommender System, Machine Learning, L2R, Muiti-Doc Summarization, Information Retrieval

Research title

Learning Implicit Recommenders from Massive Unobserved Feedback


1. LambdaFM: Learning Optimal Ranking with Factorization Machines Using Lambda Surrogates  (CIKM 2016, Full Paper)

F. Yuan, G. Guo, J. Jose, L. Chen, H. Yu,W. Zhang

2. Joint Geo-Spatial Preference and Pairwise Ranking for Point-of-Interest Recommendation (ICTAI 2016Full Paper

F. Yuan, J. Jose, G. Guo, L. Chen, H. Yu, R. Alkhawaldeh

3. Optimizing Factorization Machines for Top-N Context-aware Recommendations (WISE 2016Full Paper)

F. Yuan, G. Guo, J. Jose, L. Chen, H. Yu,W. Zhang

4. A Semantic Graph based Topic Model for Question Retrieval in Community Question Answering (WSDM 2016Full Paper)

 L. Chen, J. Jose, H. Yu, F. Yuan, D. Zhang

Probabilistic Topic Modelling with Semantic Graph (ECIR 2016Full Paper)

 L. Chen, J. Jose, H. Yu, F. Yuan, H. Zhang

GIR at the NTCIR-12 Temporalia Task (NTCIR 2016)

 L. Chen, H. Yu, F. Yuan, J. Jose

Before PHD

Building Information Extraction of  High Resolution Remote Sensing Image Based on Invariant Moment  (Application Research of Computers 2013)

W. Gao, K.Wang, F. Yuan,  T.Yu, Y.Li, B.Gao

A New Strategy of Storage & Retrieval for Massive Remote Sensing Data Based on Embedded Database Files (International Journal of Advancements in Computing Technology 2012)

 F. Yuan, W. Gao, X.Huang, F.Huang, T.Yu, Y.Zhu



I am now sponsored by Chinese Government Scholarship(CSC).

Additional information

I graduated from University of Electronic Science and Technology of China and got my master's degree with Cartography & GIS. After that, I worked as a software programmer in a subsidiary of China Electronics Corporation(CEC).  From 2014. I worked as an Android engineer in Cloud Computing Center, Chinese Academy of Science(Dongguan).