Position and Distance: Recommendation beyond Matrix Factorization (KDD 2018 submitted) Shuai Zhang; Lina Yao; Chaoran Huang; Xiwei Xu; Liming Zhu.
From Cold to Warm: Tackling New User Problems with a Deep Collaborative Network (submitted) Shuai Zhang; Lina Yao; Feiping Nie (NPU); Xiaojun Chang (CMU); Xiao Yang (UNSW); Qingqi Pei.
NeuRec: On Nonlinear Transformation for Personalized Ranking (submitted) Shuai Zhang; Lina Yao; Aixin Sun (NTU); Sen Wang; Guodong Long (UTS); Manqing Dong.
Hybrid Collaborative Recommendation via Semi-AutoEncoder Shuai Zhang; Lina Yao; Xiwei Xu; Sen Wang; Liming Zhu
The 24th International Conference On Neural Information Processing.
ICONIP 2017. Core Rank: A.
AutoSVD++: An Efficient Hybrid Collaborative Filtering Model via Contractive Auto-encoders Shuai Zhang; Lina Yao; Xiwei Xu.
The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval.
SIGIR 2017. Core Rank: A*.
Deep Learning based Recommender System: A Survey and New Perspectives Shuai Zhang; Lina Yao; Aixin Sun.
preprint, July, 2017
An Ontology & Linked Data Driven Semantic Integration Method of Library Information Resources and Its Evaluation (10 years best paper award),
Shiyan Ou; Shan Hu; Shuai Zhang.
Library and Information Service, 2014, 58(2)
Member of one project on Linked data for academic literature.
Supported by The National Social Science Fund of China (Key Program), 30-06-2017
Directed by Shiyan Ou
Deep Learning for Recommender Systems. 09-11-2017, Slides
School of Computer Science and Information Technology, RMIT University
The International Conference on Web Services (ICWS), 2017
China Computer Federation student membership, May.2017-Present
ACM student membership, Jan.2017-Present
IEEE student membership, Jan.2017-Present
Software Engineer, OPPO, Jul.2014-Jun.2016
Developed Android mobile applications and widgets
Honors & Awards
ACM SIGIR 2017 Travel Grant
UNSW Tuition Fee Scholarship, University of New South Wales, 2016-2020