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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.

[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.

[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

[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.

[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,

[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.

[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.

[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,

[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

[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

[11]Dongdong Cheng，Ya Li,Shuyin Xia,Guoyin Wang,Jinlong Huang,Sulan Zhang.A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data.[J].IEEE Transactions on Neural Networks and Learning Systems,2023,35(12):17202 - 17215.

[12]Jiang Xie，Weiyu Kong,Shuyin Xia,Guoyin Wang,Xinbo Gao.An Efficient Spectral Clustering Algorithm Based on Granular-Ball.[C].IEEE Transactions on Knowledge and Data Engineering,2023,35(9):9743-9753.

[13]Shuyin Xia，Xiaochuan Dai,Guoyin Wang,Xinbo Gao,Elisabeth Giem.An efficient and adaptive granular-ball generation method in classification problem.[J].IEEE Transactions on Neural Networks and Learning Systems,2022,35(4):5319-5331.

[14]Shuyin Xia，Shaoyuan Zheng,Guoyin Wang,Xinbo Gao,Binggui Wang.Granular Ball Sampling for Noisy Label Classification or Imbalanced Classification.[J].IEEE Transactions on Neural Networks and Learning Systems,2021(99):1-12.

[15]Shuyin Xia，Hao Zhang,Wenhua Li,Guoyin Wang,Elisabeth Giem,Zizhong Chen.GBNRS: A Novel Rough Set Algorithm for Fast Adaptive Attribute Reduction in Classification.[J].IEEE Transactions on Knowledge and Data Engineering,2020

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Academic Titles:人工智能学院副院长

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