基本情况
李小勇,博士,高级实验师,硕士生导师,CCF会员。
主要教育和从业经历:
(1)2009.07至今,北京工业大学网络与信息技术中心,目前负责大数据中心工作
(2)2014.09-2021.07, 北京工业大学信息学部,工学博士
(3)2006.09-2009.07,北京工业大学计算机学院,工学硕士
科研项目
(1)北京市数字教育研究课题:基于多模态数据的学生全息动态画像智能构建方法研究,主持
(2)中央网信办、国家区块链教育行业试点项目,项目执行人
(3)北京市自然科学基金:大数据驱动的高校校园安全风险主动感知与早期预警计算方法研究,参与
代表性研究成果
(1)Li Xiaoyong,Yong Zhang, Huimin Cheng, Mengran Li, Baocai Yin. Student achievement prediction using deep neural network from multi-source campus data, Complex & intelligent systems, 2022, 8(6): 5143-5156.
(2) Li Xiaoyong, QinYang Yu, Yong Zhang, Dai Jinwei, Baocai Yin. Visual Analytic Method for Students’ Association via Modularity Optimization, Applied sciences, 2020, 10(8): 2813.
(3)Li Xiaoyong, Zhang Yong, Cheng Huimin, Zhou Feifei, Yin Baocai. An Unsupervised Ensemble Clustering Approach for the Analysis of Student Behavioral Patterns. IEEE Access, 2021, 9: 7076-7091.
(4) Mengran Li, Yong Zhang, Xiaoyong Li, Lijia Cai, Baocai Yin. Multi-view hypergraph neural networks for student academic performance prediction, Engineering Applications of Artificial Intelligence, 2022, 114: 105174-105174.
(5) Mengran Li, Yong Zhang, Xiaoyong Li, Yuchen Zhang, Baocai Yin. Hypergraph Transformer Neural Networks, ACM Transactions on Knowledge Discovery from Data, 2022.