王瑛琦

系党支部书记、系副主任

河南大学

推荐系统 , 情感分析 , 目标识别

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学术   ACADEMIC

个人简介

博士毕业于哈尔滨工程大学计算机科学与技术专业,现任河南大学软件学院软件工程系教师、系党支部书记、系副主任。目前承担《数据结构》、《机器学习与数据挖掘》课程的教学工作。作为项目负责人,主持2项河南省科技攻关项目,1项河南省高等学校重点科研项目,4项教学项目。

研究方向:推荐系统、目标识别、自然语言处理等。

邮箱地址:hdwyq@henu.edu.cn

招生信息:每年可招收1-2名研究生

科研教学项目

[1] 2024.01.01-2025.09.24, 河南省科技攻关项目:基于行为序列和对比学习的点击率预测技术研究,河南省科学技术厅,主持

[2] 2022.01.01-2023.09.28,河南省科技攻关项目:基于语义知识图与机器学习的可解释性推荐系统研究,河南省科学技术厅,10万,主持

[3] 2022.01.01-2024.07.01,河南省高等学校重点科研项目:智慧校园背景下基于3D-CNN的在线学习推荐技术研究,河南省教育厅,3万,主持

[4] 2022.06--2023.09,河南省本科高校虚拟仿真实验教学项目:布匹质量智能检测虚拟仿真项目,河南省教育厅,3万,主持

[5] 2023--2025,河南大学研究生教育创新与质量提升工程项目:高级算法设计案例库,河南大学,1万,主持

[6] 2025--今,河南大学本科教学改革研究与实践项目:双线联动,思政铸魂---机器学习课程改革与实践,河南大学,主持

[7] 2025.07--今,河南大学本科研修课程:机器学习与智能数据处理,河南大学,主持

代表论文

[1] Wang, Y.Q., Zhang, J.R., Han, H.Y., and Zou, X.M.: ‘Document-level relation extraction with constructing prior semantic graph to enhance entity representation’, International Journal of Machine Learning and Cybernetics, 2026, 17, (5) SCI期刊

[2] Han, H.Y., Ding, H.R., Qiao, B.J., Wang, Y.D., Dang, L.X., Xie, Y., Wang, Y.Q., and Zou, X.M.: ‘DAGG-Net: Dual adaptive graph and gating network for multimodal aspect-based sentiment analysis’, Expert Systems with Applications, 2026, 314  通讯作者 SCI期刊

[3] Ji, H.Q., Zhang, J.R., Wang, Y.Q., Yu, J.Y., Xue, H., Zhai, R., and Li, H.: ‘Frequency domain self-attention network with contrastive learning for sequential recommendation’, International Journal of Machine Learning and Cybernetics, 2025, 16, (9), pp. 6135-6148 通讯作者 SCI期刊

[4] Han, H.Y., Wang, S.J., Qiao, B.J., Dang, L.X., Zou, X.M., Xue, H., and Wang, Y.Q.: ‘Aspect-Based Sentiment Analysis Through Graph Convolutional Networks and Joint Task Learning’, Information, 2025, 16, (3) 通讯作者 EI期刊

[5] Wang, Y.Q., Ji, H.Q., Yu, J.Y., Han, H.Y., and Zhai, R.: ‘Click-through rate prediction based on feature interaction and behavioral sequence’, International Journal of Machine Learning and Cybernetics, 2024, 15, (7), pp. 2899-2913 SCI期刊

[6] Wang, Y.Q., Ji, H.Q., He, X., Yu, J.Y., Han, H.Y., Zhai, R., and Wang, L.G.: ‘Disentangled self-attention neural network based on information sharing for click-through rate prediction’, Peerj Computer Science, 2024, 10 SCI期刊

[7] Wang, Y.Q., Han, H.Y., He, X., and Zhai, R.: ‘A two-stage unsupervised sentiment analysis method’, Multimedia Tools and Applications, 2023, 82, (17), pp. 26527-26544 SCI期刊

[8] Wang, Y., Zhang, J., Han, H., Xie, Y., and Mu, H.: ‘Project-Based Postgraduate Course Teaching Reform and Practice’, in Editor (Ed.)^(Eds.): ‘Book Project-Based Postgraduate Course Teaching Reform and Practice’ (Association for Computing Machinery, Inc, 2025, edn.), pp. 273-278 EI会议

[9] Wang, Y., He, Z., Zhu, Y., Xue, H., and Zou, X.: ‘Span-based Multi-dimensional Neural Network for Joint Entity Relation Extraction’, in Editor (Ed.)^(Eds.): ‘Book Span-based Multi-dimensional Neural Network for Joint Entity Relation Extraction’ (Institute of Electrical and Electronics Engineers Inc., 2024, edn.), pp. 587-590 EI会议

[10] Wang, Y.Q., Zhou, L.K., and Wang, N.B.: ‘Summarizing database schema based on graph partition’, Multimedia Tools and Applications, 2019, 78, (8), pp. 10077-10096 SCI期刊

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