BEN YANG

BEN YANG

Assistant Professor

About me

Ben Yang is an assistant professor at the Institute of Artificial Intelligence and Robotics and the College of Artificial Intelligence, Xi’an Jiaotong University. He received the B.S. degree in automation science and technology and the Ph.D. degree in control science and engineering from Xi’an Jiaotong University, Shaanxi, China, in 2016 and 2023, respectively. He visited the School of Electrical and Electronic Engineering, Nanyang Technological University, Singapore, from 2021 to 2022. He is now serving as a reviewer for several international journals and conferences, including IEEE TIP, IEEE TNNLS, IEEE TKDE, IEEE TCSVT, ACM CIKM, etc.

  • Publications

[17] Jinghan Wu, Ben Yang, Shangzong Yang, Xuetao Zhang, Badong Chen, Scalable Sparse Bipartite Graph Factorization for Multi-view Clustering, Expert Systems with Applications, vol. 267, pp. 126192, 2025.

[16] Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Fei Wang, and and Badong Chen, Scalable Min-Max Multi-view Spectral Clustering, IEEE Transactions on Knowledge and Data Engineering, 2025, doi: 10.1109/TKDE.2025.3543817.

[15] Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, and Badong Chen, Fast Correntropy-based Multi-view Clustering with Prototype Graph Factorization, Information Sciences, vol. 681, pp. 121256, 2024.

[14] Ben Yang, Xuetao Zhang, Jinghan Wu, Feiping Nie, Zhiping Lin, Fei Wang, and Badong Chen, Fast Multiview Anchor-Graph Clustering, IEEE Transactions on Neural Networks and Learning Systems, vol. 36, no. 3, pp. 4947-4958, 2025.

[13] Jinghan Wu, Ben Yang, Jiaying Liu, Xuetao Zhang, Zhiping Lin, and Badong Chen, Efficient Correntropy-based Multi-view Clustering with Alignment Discretization, Knowledge-Based Systems, vol. 295, pp. 111768, 2024. code

[12] Ben Yang, Jinghan Wu, Yu Zhou, Xuetao Zhang, Zhiping Lin, Feiping Nie, and Badong Chen, Robust Spectral Embedded Bilateral Orthogonal Concept Factorization for Clustering, Pattern Recognition, vol. 150, pp. 110308, 2024. code

[11] Jinghan Wu, Ben Yang, Zhiyuan Xue, Xuetao Zhang, Zhiping Lin, and Badong Chen, Fast Multi-view Clustering via Correntropy-based Orthogonal Concept Factorization, Neural Networks, vol. 173, pp. 106170, 2024. code

[10] Ben Yang, Zhiyuan Xue, Jinghan Wu, Xuetao Zhang, Feiping Nie, and Badong Chen, Anchor-graph Regularized Orthogonal Concept Factorization for Document Clustering, Neurocomputing, vol. 573, pp. 127173, 2024. code

[9] Ben Yang, Jinghan Wu, Xuetao Zhang, Xinhu Zheng, Feiping Nie, and Badong Chen, Discrete Correntropy-based Multi-view Anchor-graph Clustering, Information Fusion, vol. 103, pp. 102097, 2024. code

[8] Ben Yang, Xuetao Zhang, Feiping Nie, Badong Chen, Fei Wang, Zhixiong Nan, and Nanning Zheng, ECCA: Efficient Correntropy-based Clustering Algorithm with Orthogonal Concept Factorization, IEEE Transactions on Neural Networks and Learning Systems, vol. 34, no. 10, pp. 7377-7390, 2023.

[7] Ben Yang, Xuetao Zhang, Zhongheng Li, Feiping Nie, and Fei Wang, Efficient Multi-view K-means Clustering with Multiple Anchor Graphs, IEEE Transactions on Knowledge and Data Engineering, vol. 35, no. 7, pp. 6887-6900, 2023. code

[6] Ben Yang, Jinghan Wu, Xuetao Zhang, Zhiping Lin, Feiping Nie, and Badong Chen, Robust Anchor-based Multi-view Clustering via Spectral Embedded Concept Factorization, Neurocomputing, vol. 528, pp. 136-147, 2023. code

[5] Ben Yang, Xuetao Zhang, Feiping Nie, and Fei Wang, Fast Multi-view Clustering with Spectral Embedding, IEEE Transactions on Image Processing, vol. 31, pp. 3884-3895, 2022.

[4] Ben Yang, Xuetao Zhang, Zhiping Lin, Feiping Nie, Badong Chen, and Fei Wang, Efficient and Robust Multi-view Clustering with Anchor Graph Regularization, IEEE Transactions on Circuits and Systems for Video Technology, vol. 32, no. 9, pp. 6200-6213, 2022. code

[3] Ben Yang, Xuetao Zhang, Badong Chen, Feiping Nie, Zhiping Lin, and Zhixiong Nan, Efficient Correntropy-based Multi-view Clustering with Anchor Graph Embedding, Neural Networks, vol. 146, pp. 290-302, 2022.

[2] Ben Yang, Jinghan Wu, Aoran Sun, Naying Gao, and Xuetao Zhang, Robust Landmark Graph-based Clustering for High-dimensional Data, Neurocomputing, vol. 496, pp. 72-84, 2022. code

[1] Ben Yang, Xuetao Zhang, Feiping Nie, Fei Wang, Weizhong Yu, and Rong Wang, Fast Multi-view Clustering via Nonnegative and Orthogonal Factorization, IEEE Transactions on Image Processing, vol. 30, pp. 2575-2586, 2020. code