夏书银
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教授
博士生导师
硕士生导师
- 主要任职：人工智能学院副院长
- 其他任职：网络空间大数据智能计算教育部重点实验室副主任
- 性别：男
- 毕业院校：重庆大学
- 学历：研究生(博士)毕业
- 学位：工学博士
- 在职信息：在岗
- 所在单位：人工智能学院
- 办公地点：信息科技大厦19楼1907
- 联系电话：xiasy@cqupt.edu.cn
- 电子邮箱：601352ce526f516e76b7bd974286152f149998ae8c5414cda901e8d4c39d5adc75bb2cf8f1bb418d9fc8e99a20046cede9c697465576562c4500078f803d076e296b2a42f87b3e807811658902af33cb0fdd7cd3e2754eec3429937106938667dfe79c64acf75bd7c276410a9fbde27fa87fb43da05d6278f4e98ee24f48e118
访问量：
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[1] Shuyin Xia，Daowan Peng,Deyu Meng,Changqing Zhang,Guoyin Wang,Elisabeth Giem,Wei Wei,Zizhong Chen.Ball k-Means: Fast Adaptive Clustering With No Bounds.[J].lEEE Transactions on Pattern Analysis and Machine Intelligence,2020,44(1):87-99.
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[2] Shuyin Xia，Xiaoyu Lian,Guoyin Wang,Xinbo Gao,Qinghua Hu,Yabin Shao.Granular-Ball Fuzzy Set and Its Implement in SVM.[J].IEEE Transactions on Knowledge and Data Engineering,2024:1-12.
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[3] Shuyin Xia，Cheng Wang,Guoyin Wang,Xinbo Gao,Weiping Ding,Jianhang Yu,Yujia Zhai,Zizhong Chen.GBRS: A Unified Granular-Ball Learning Model of Pawlak Rough Set and Neighborhood Rough Set.[J].IEEE Transactions on Neural Networks and Learning Systems,2023
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[4] Shuyin Xia，Xiaoyu Lian,Guoyin Wang,Xinbo Gao,Jiancu Chen,Xiaoli Peng.GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing.[J].IEEE Transactions on Neural Networks and Learning Systems,2024:1-15.
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[5] Shuyin Xia，Xinjun Ma,Zhiyuan Liu,Chen Liu,Sen Zhao,Guoyin Wang.Graph Coarsening via Supervised Granular-Ball for Scalable Graph Neural Network Training.[C].AAAI Conference on Artificial Intelligence,
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[6] Shuyin Xia，Bolun Shi,Yifan Wang,Jiang Xie,Guoyin Wang,Xinbo Gao.GBCT: Efficient and Adaptive Clustering via Granular-Ball Computing for Complex Data.[J].IEEE Transactions on Neural Networks and Learning Systems,2025:1-14.
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[7] Jiang Xie，Xuexin Xiang,Shuyin Xia,Lian Jiang,Guoyin Wang,Xinbo Gao.MGNR: A Multi-Granularity Neighbor Relationship and Its Application in KNN Classification and Clustering Methods.[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,2024,46(12):7956 - 7972.
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[8] Jiashun Liu，Jianye Hao,Shuyin Xia.Unlock the cognitive generalization of deep reinforcement learning via granular ball representation.[C].Forty-first International Conference on Machine Learning,
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[9] Jiang Xie，Minggao Dai,Shuyin Xia,Jinjin Zhang,Guoyin Wang,Xinbo Gao.An Efficient Fuzzy Stream Clustering Method Based on Granular-Ball Structure.[C].2024 IEEE 40th International Conference on Data Engineering (ICDE),2024
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[10] Jiang Xie，Minggao Dai,Shuyin Xia,Yuxin Chen,Guoyin Wang,Xinbo Gao.W-GBC: An Adaptive Weighted Clustering Method Based on Granular-Ball Structure.[C].2024 IEEE 40th International Conference on Data Engineering (ICDE),2024
