个人信息

部门：暨南大学广东智慧教育研究院

职称：讲师

学位：博士学位

个人简介

郭腾，暨南大学广东智慧教育研究院讲师，青蓝学者，毕业于大连理工大学，研究兴趣包括知识追踪以及学生行为分析等。近年在WWW、AAAI、NIPS以及ACM/IMS Transactions等高水平知名国际会议和期刊发表论文共10余篇（部分如下），作为骨干成员参与过多项国家基金和项目的申请和研究，担任WWW、AAAI、SIGKDD、AIED等国际会议及TNNLS、TII、TITS等重要期刊审稿人。

科研成果

1. Zitao Liu, Qiongqiong Liu, Teng Guo*, Jiahao Chen, Shuyan Huang, Xiangyu Zhao, Jiliang Tang, Weiqi Luo, Jian Weng. XES3G5M: A Knowledge Tracing Benchmark Dataset with Auxiliary Information. The 36th Neural Information Processing Systems (NeurIPS), New Orleans, America, 2023.

2. Teng Guo, Xiaomei Bai, Shihao Zhen, Shagufta Abid, Feng Xia*. Lost at starting line: Predicting maladaptation of university freshmen based on educational big data. Journal of the Association for Information Science and Technology 74.1 (2023): 17-32.

3. Feng Xia, Teng Guo, Xiaomei Bai, Adrian Shatte, Zitao Liu and Jiliang Tang. SUMMER: Bias-aware Prediction of Graduate Employment Based on Educational Big Data. ACM/IMS Transactions on Data Science, 2022, 2(4):1-24.

4. Teng Guo, Feng Xia, Shihao Zhen, Xiaomei Bai, Dongyu Zhang*, Zitao Liu and Jiliang Tang. Graduate Employment Prediction with Bias. The 34th AAAI Conference on Artificial Intelligence (AAAI), New York, America, 2020: 670-677.

5. Dongyu Zhang, Teng Guo, Hanxiao Pan, Jie Hou, Zhitao Feng, Yang Liang, Hongfei Lin and Feng Xia*. Judging a Book by its Cover: the Effect of Facial Perception on Centrality in Social Networks. The 34th Web Conference (WWW), San Francisco, America, 2019: 2290-2300.

主要参与基金项目

1） 国家自然科学基金面上项目, 61872054, 基于图学习的学术合作网络挖掘技术,2019.01-2022.12.

2）大连市科技创新基金, 2018J12GX048, 城市大数据深度计算关键技术与可视化服务平台, 2018.01-2020.12.