开云体育中国区官网-官方入口

性别

女

出生年月

1993年1月

最高学历、学位

研究生博士

职称

讲师

职务

无

电子邮箱

[email protected]

个人简介

一、基本情况：

CCF专业会员、CCF大数据专委会委员、CCF人工智能与模式识别专委会委员、江苏省人工智能基础与应用委员会常委。

二、主要研究领域及学术成就：

主持国家自然科学基金项目1项，江苏省自然科学基金项目1项，主持并完成江苏省研究生科研与实践创新计划项目1项，参与国家重点研发课题1项、国家自然科学基金项目3项。研究兴趣包括推荐系统、数据挖掘、深度学习、大数据分析等。在该领域的国际知名期刊及会议发表开云体育中国区官网-官方入口相关的文章20余篇，获国家发明专利授权3项。

三、代表性科研成果：

[1] Yongjing Hao, Pengpeng Zhao*, Xuefeng Xian, Guanfeng Liu, Lei Zhao, Yanchi Liu, Victor S. Sheng and Xiaofang Zhou. Learnable Model Augmentation Contrastive Learning for Sequential Recommendation. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024, 36(8): 3963-3976. (CCF A类期刊, SCI 1区, Top期刊)

[2] Yongjing Hao, Tingting Zhang, Pengpeng Zhao*, Yanchi Liu, Victor S. Sheng, Jiajie Xu, Guanfeng Liu, Xiaofang Zhou. Feature-level Deeper Self-Attention Network with Contrastive Learning for Sequential Recommendation, IEEE Transactions on Knowledge and Data Engineering (TKDE), 2023, 35(10): 10112-10124. (CCF A类期刊, SCI 1区, Top期刊)

[3] Yongjing Hao, Pengpeng Zhao*, Jianfeng Qu, Lei Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng and Xiaofang Zhou. Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering. In Proceedings of 40th International Conference on Data Engineering (ICDE). 2024: 679-691. (CCF A类会议)

[4] Yongjing Hao, Pengpeng Zhao*, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng and Xiaofang Zhou. Meta-optimized Joint Generative and Contrastive Learning for Sequential Recommendation. In Proceedings of 40th International Conference on Data Engineering (ICDE). 2024: 705-718. (CCF A类会议)

[5] Yongjing Hao, Jun Ma, Pengpeng Zhao*, Guanfeng Liu, Xuefeng Xian*, Lei Zhao, Victor S. Sheng. Multi-dimensional Graph Neural Network for Sequential Recommendation. Pattern Recognition (PR), 2023, 139:109504. (CCF B类期刊, SCI 1区, Top期刊)