主要研究兴趣为多模态数据分析(图像、文本、视频等),推荐系统以及可解释性深度学习等
1、论文发表
Yue Guan, Qiang Wei, and Guoqing Chen (2019). Deep learning based personalized recommendation with multi-view information integration.Decision Support Systems, 118, 58-69.
Yue Guan, Yong Tan, Qiang Wei, and Guoqing Chen (2019). “The Dark Side of Images: Effect of Customer Generated Images on Product Assessment”, in Proceedings of the 40th International Conference on Information Systems (ICIS), Munich, Germany.
Yue Guan, Qiang Wei, Guoqing Chen and Xunhua Guo (2019). “Modeling Implicit Feedback and Latent Visual Features for Machine-Learning Based Recommendation”, in Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT), Plague, Czech Republic.
国家自然科学基金面上项目,基于企业内外部用户生成内容匹配和可解释深度学习技术的客户满意度分析(参与)
国家自然科学基金重大项目,“基于大数据的商务智能与模式创新研究“,(参与)
清华大学优秀博士毕业生
清华大学优秀博士论文
信息系统协会中国分会第七届学术年会(CNAIS)会议最佳论文奖
研究生国家奖学金
清华大学“一二九”辅导员
清华大学未来学者