王有权,副教授、硕士生导师、工学博士,IEEE/ACM/ CCF会员,国家自然基金委通讯评审专家。本人长期围绕数据挖掘、深度学习、推荐系统、人工智能应用、欺诈检测等方向展开科学研究工作,近年来在TKDE、TII、WWWJ、TOMM、KBS、NCA、OIR、TCYB、TWeb、、KAIS、ICDM 、TBD、TCJ、Neural Networks、JSSSE、科学通报、电子学报中英文版等国内外学术期刊会议上发表了论文40余篇,主持国家自然科学基金面上项目1项、国家自然科学基金青年项目1项,参与国家自然基金重点项目、面上项目、青年项目共计8项,参与国家科技支撑项目1项、科技部国际合作项目1项以及参与省级项目10余项,获得国家发明专利授权6项。
邮箱:youq.wang(AT)gmail.com (AT用@替代)
本人可招收计算机科学与技术、软件工程两个个专业的硕士研究生。
发表论文(*为通讯作者)
[1] Jie Cao, Youquan Wang*, Jing He, Weichao Liang, Haicheng Tao, Guixiang Zhu. Predicting Grain Losses and Waste Rate Along the Entire Chain: A Multitask Multigated Recurrent Unit Autoencoder Based Method. IEEE Transactions on Industrial Informatics, 17(6): 4390-4400, 2021. (SCI,中科院一区, CAA A类期刊)
[2] Youquan Wang, Zhiwen Dai, Jie Cao, Jia Wu, Haicheng Tao, Guixiang Zhu. Intra- and Inter-Association Attention Network-enhanced Policy Learning for Social Group Recommendation. World Wide Web: Internet and Web Information Systems, 24(1): 71-94, 2023. (SCI,中科院三区,CCF B类期刊)
[3] Jie Cao, Youquan Wang*, Haicheng Tao, Xiang Guo. Sensor-based Human Activity Recognition Using Graph LSTM and Multi-task Classification Model. ACM Transactions on Multimedia Computing, Communications and Applications, 18(3s): Article 139, 1-19, 2022. (SCI,中科院二区,CCF B类期刊)
[4] Youquan Wang, Jie Cao, Haicheng Tao. Graph convolutional network with multi-similarity attribute matrices fusion for node classification. Neural Computing & Applications, 35(18): 13135–13145, 2023. (SCI,中科院二区,CCF C类期刊)
[5] Youquan Wang, Zhiang Wu, Zhan Bu, Jie Cao, and Dun Yang. Discovering shilling groups in a real e-commerce platform. Online Information Review, 2016, 40(1): 62-78. (SSCI/SCI, 中科院四区,SSCI二区)
[6] Youquan Wang, Changjian Fang, Dongqin Shen, Zhiang Wu, Jie Cao. Verifying the Claimed Sale-Ranking Trustworthy: A Maximum Marginal Relevance-based Ranking Method. Concurrency and Computation: Practice and Experience, 31(24): e5466, 2019. (SCI,中科院四区, CCF C类期刊)
[7] Guixiang Zhu, Youquan Wang*, Jie Cao, Zhan Bu, Shuxin Yang, Weichao Liang, Jingting Liu. Neural attentive travel package recommendation via exploiting long-term and short-term behaviors. Knowledge-Based Systems, 2021, 211: 106511. (SCI,中科院一区,CCF C类期刊)
[8] Lei Chen, Guixiang Zhu, Weichao Liang, Youquan Wang*. Multi-objective reinforcement learning approach for trip recommendation. Expert Systems with Applications, 226: 120145, 2023. (SCI,中科院一区,CCF C类期刊)
[9] Youquan Wang, Liqiang Qian, FanChang Li, Lu Zhang. A Comparative Study on Shilling Detection Methods for Trustworthy Recommendations. Journal of Systems Science and Systems Engineering, 27(4): 458-478, 2018. (SCI,中科院三区)
[10] Youquan Wang, Changjian Fang, Dongqin Shen, Zhiang Wu*, Youquan Wang, Feng Yu, Shucheng Huang, Juanjuan Tu, Yan Chen. Efficient weighting strategy for enhancing synchronizability of complex networks. Modern Physics Letters B, 2018, 32(11): 1850128, 12 pages. (SCI,中科院四区)
[11] Weichao Liang, Youquan Wang*, Zhiang Wu, Bo Mao, Jie Cao. Indoor Region Localization with Asynchronous Sensing Data: A Bayesian Probabilistic Model. IEEE Sensors Journal, 18(24): 10174 - 10182, 2018. (SCI, 中科院二区)
[12] Haicheng Tao, Youquan Wang*, Zhiang Wu, Zhan Bu, Jie Cao. Discovering Overlapping Communities by Clustering Local Link Structures. Chinese Journal of Electronics, 26(2): 430-434, 2017. (SCI, 中科院四区)
[13] Yuyao Wang, Jie Cao, Youquan Wang, and Jia Wu. Position Matters: Play a Sequential Game to Detect Significant Communities. IEEE Transactions on Knowledge and Data Engineering, 36(7): 3402-3416, 2023. (SCI, 中科院一区,CCF A类期刊)
[14] Yuyao Wang, Jie Cao, Zhan Bu, Jia Wu, Youquan Wang. Dual Structural Consistency Preserving Community Detection on Social Networks. IEEE Transactions on Knowledge and Data Engineering, 35(11): 11301 - 11315, 2023. (SCI, 中科院一区,CCF A类期刊)
[15] Zhiang Wu, Jie Cao, Yaqiong Wang, Youquan Wang, Lu Zhang, and Junjie Wu. hPSD: A Hybrid PU-Learning-Based Spammer Detection Model for Product Reviews. IEEE Transactions on Cybernetics, 50(4): 1595-1606, 2020. (SCI,中科院一区,CCF B类期刊)
[16] Guixiang Zhu, Jie Cao, Lei Chen, Youquan Wang, Zhan Bu, Shuxin Yang, Jianqing Wu, Zhiping Wang. A Multi-task Graph Neural Networks with Variational Graph Auto-Encoders for Session-based Travel Packages Recommendation. ACM Transactions on the Web, 17(3): Article 18, pp. 1-30, 2023. (SCI, 中科院四区,CCF B类期刊)
主持和参与项目情况
ü 主持人,国家自然科学基金面上项目,72172057,电子商务虚假购买行为检测:用户购买全过程视角,2022.01-2025.12,在研。
ü 主持人,国家自然科学基金青年项目,71701089,融合行为模式和关系网络的广告虚假攻击检测研究,2018/01-2020.12,已结题。
ü 第6参与人,国家自然科学基金重大研究计划重点项目,92046026,基于大数据的新一代电子商务全景式营销与决策研究,2021-01至2022-12,在研。
ü 第8参与人,国家自然科学基金重大研究计划重点项目,91646204,面向Online-to-offline智能商务的大数据融合与应用,2017-01至2020-12,已结题。
ü 第5参与人,国家自然科学基金面上项目,71571093,超大规模复杂网络社区抽取、演化及应用研究,2016/01-2019/12,已结题。
ü 第6参与人, 国家自然科学基金面上项目,71372188,融合情境信息的多目标社会化商务推荐系统研究,2014/01-2017/12,已结题。
ü 第7参与人,国家自然科学基金面上项目,71072172,基于Hadoop的可适性电子商务服务聚合研究,2010/01-2013/12,已结题。
ü 第3参与人,国家自然科学基金青年项目,71801123,异质行为数据融合的电子商务虚假评论者识别研究,2019/01-2021/12,在研。
ü 第3参与人,国家自然科学基金青年项目,61602234,基于文本主题和网络结构挖掘与融合的电子商务欺诈检测研究,2017/01-2019/12,已结题。
审稿国际期刊
l IEEE Transactions on Pattern Analysis and Machine Intelligence、IEEE Transactions on Neural Networks and Learning Systems、IEEE Transactions on Emerging Topics in Computing、ACM Transactions on Spatial Algorithms and Systems、Knowledge and Information Systems、World Wide Web Journal、Neural Networks、Online Information Review、Neurocomputing