教育背景
2020.9-2025.1，中国人民大学，信息分析专业，博士
2017.9-2019.6，中国人民大学，图书情报学，硕士
2013.9-2017.6，中国人民大学，信息资源管理专业，本科
工作经历
2019.7-2020.8，中国船舶重工集团公司第七一四研究所，知识管理与大数据部门，助理工程师
获奖成果
[1] Xu G, Ren M, Wang Z, et al. MEMF: Multi-entity multimodal fusion framework for sales prediction in live streaming commerce[J]. Decision Support Systems, 2024, 184: 114277.
[2] Xu G, Ren M, Li G.Efficient online surface defect detection using multiple instance learning[J].Expert Systems with Applications, 2024, 252: 124244.
[3] Wang Z , Xu G ,Ren M .Can attention detect AI-generated text? A novel Benford's law-basedapproach[J].Information Processing and Management, 2025, 62(4).
[4] Xu G, Ren M, Zhou Q. Affective andCognitive: Exploring the Multi-modal data for Predicting User EngagementBehavior in Live Streaming Commerce [C]//45th International Conference onInformation Systems (ICIS), 2024.
[5] Xu G, Ren M, Wang Z. Sales predictionfor live streaming commerce based on incomplete modalities: areconstruction-based method[C]. CNAIS 2024 Proceedings, 2024.
[6] Xu G, Ren M. Comparing China'sSelf-image and Western Media Projected Image: From the Perspective of DavosForum[C]//KDIR. 2018: 396-404.
[7] 许光,任明,宋城宇.西方媒体新闻中的中国经济形象提取[J].数据分析与知识发现,2021,5(05):30-40.
[8] 任明,许光,王文祥.家谱文本中实体关系提取方法研究[J].中文信息学报,2020,34(06):45-54.9.
