Yuan Yao
Yuan Yao
Assistant Researcher
State Key Laboratory for Novel Software Technology,
Department of Computer Science and Technology,
Nanjing University

Email: y DOT yao AT nju DOT edu DOT cn

Research Interests

Data mining with application to social media, recommender systems, software repositories.

Selected Publications

  • Yuan Yao, Hanghang Tong, Feng Xu, and Jian Lu, “Scalable Algorithms for CQA Post Voting Prediction” , IEEE Transactions on Knowledge and Data Engineering (accepted) , 2017.
  • Yuan Yao, Xin Zhao, Yaojing Wang, Hanghang Tong, Feng Xu, and Jian Lu, “Version-Aware Rating Prediction for Mobile App Recommendation” , ACM Transactions on Information Systems , 2017.
  • Jingwei Xu, Yuan Yao, Hanghang Tong, XianPing Tao, and Jian Lu, “HoORaYs: High-order Optimization of Rating Distance for Recommender Systems” , in KDD (accepted) , 2017.
  • Jingwei Xu, Yuan Yao, Hanghang Tong, XianPing Tao, and Jian Lu, “RaPare: A Generic Strategy for Cold-Start Rating Prediction Problem” , IEEE Transactions on Knowledge and Data Engineering , 1296–1309, 2016.
  • Liangyue Li, Yuan Yao, Jie Tang, Wei Fan, and Hanghang Tong, “QUINT: On Query-Specific Optimal Networks” , in KDD, San Francisco, USA, August 13-17 , 2016.
  • Jingwei Xu, Yuan Yao, Hanghang Tong, XianPing Tao, and Jian Lu, “Ice-Breaking: Mitigating Cold-Start Recommendation Problem by Rating Comparison” , in IJCAI, Buenos Aires, Argentina, July 25-31 , 3981–3987, 2015.
  • Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, and Jian Lu, “Multi-Aspect + Transitivity + Bias: An Integral Trust Inference Model” , IEEE Transactions on Knowledge and Data Engineering , 1706–1719, 2014.
  • Yuan Yao, Hanghang Tong, Guo Yan, Feng Xu, Xiang Zhang, Boleslaw K. Szymanski, and Jian Lu, “Dual-Regularized One-Class Collaborative Filtering” , in CIKM, Shanghai, China, November 3-7 , 759–768, 2014.
  • Yuan Yao, Hanghang Tong, Feng Xu, and Jian Lu, “Predicting long-term impact of CQA posts: a comprehensive viewpoint” , in KDD, New York, NY, USA, August 24 - 27 , 1496–1505, 2014.
  • Yuan Yao, Hanghang Tong, Xifeng Yan, Feng Xu, and Jian Lu, “MATRI: a multi-aspect and transitive trust inference model” , in WWW, Rio de Janeiro, Brazil, May 13-17 , 1467–1476, 2013.

More publications.

Services

  • PC Member for: KDD 2017 (Applied data science track), AAAI 2017, IJCAI 2015-2017, CIKM 2015 2017, ASONAM 2016-2017

© 2015 Institute of Computer Software, Nanjing University. All rights reserved.