Biography

I am an associate professor in the Faculty of Information Technology, Beijing University of Technology, China.

I received my PH.D degree with Beijing Municipal Key Laboratory of Multimedia and Intelligent Software Technology at Beijing University of Technology (BJUT), China, in 2018. Prof. Baocai Yin is my PH.D advisor. I am also co-supervised by Prof. Junbin Gao and Prof. Yongli Hu.

Before coming to Beijing University of Technology, I received the B.Sc. degree from Hebei University of Technology, Tianjin, China, in 2012.

Recent News

• 05/2022, One paper is accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

• 04/2022, One paper is accepted by ACM Transaction on Knowledge Discovery from Data (TKDD).

• 02/2022, One paper is accepted by IEEE Transactions on Big Data (TBD).

• 11/2021, One paper is accepted by IEEE Transactions on Intelligent Transportation Systems (TITS)

• 08/2021, One paper is accepted by IEEE Transactions on Knowledge and Data Engineering (TKDE)

• 12/2020, One paper is accepted by IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

• 07/2020, One paper is accepted by IEEE Transactions on Neural Networks and Learning Systems (TNNLS)

• 02/2020, One paper is accepted by IEEE Transactions on Multimedia (TMM).

Selected Publications

2022

[21] Xiaxia He, Boyue Wang*, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. "Parallelly Adaptive Graph Convolutional Clustering Model" in IEEE Transactions on Neural Network and Learning System, Accepted, 2022. [PDF] [code]

[20] Jiapu Wang, Boyue Wang*, Junbin Gao, Yongli Hu, Baocai Yin. "Multi-concept Representation Learning for Knowledge Graph Completion" in ACM Transaction on Knowledge Discovery from Data (TKDD), Accepted, 2022.

[19] Ye Yuan, Yong Zhang, Boyue Wang*, Yuan Peng, Yongli Hu, Baocai Yin. "STGAN: Spatio-Temporal Generative Adversarial Network for Traffic Data Imputation" in IEEE Transactions on Big Data (TBD), Accepted, 2022.

[18] Yongli Hu, Cuicui Luo, Junbin Gao, Boyue Wang*, Yanfeng Sun, Baocai Yin. "Shareability-Exclusivity Representation on Product Grassmann Manifolds for Multi-Camera Video Clustering" in Journal of Visual Communication and Image Representation (JVCI), Accepted, 2022.

[17] Boyue Wang, Yifang Wang, Xiaxia He, Yongli Hu, Baocai Yin. "Multi-Graph Convolutional Clustering Network" in IET Signal Processing, Accepted, 2022.

2021

[16] Guangyu Huo, Yong Zhang, Boyue Wang*, Yongli Hu, Baocai Yin. "Text-to-Traffic Generative Adversarial Network for Traffic Situation Generation" in IEEE Transactions on Intelligent Transportation Systems (TITS), Accepted, 2021.

[15] Guangyu Huo, Yong Zhang, Junbin Gao, Boyue Wang*, Yongli Hu, Baocai Yin. "CaEGCN: Cross-Attention Fusion based Enhanced Graph Convolutional Network for Clustering" in IEEE Transactions on Knowledge and Data Engineering (TKDE), Accepted, 2021.

[14] Yongli Hu, Cuicui Luo, Boyue Wang*, Junbin Gao, Yanfeng Sun, Baocai Yin. "Complete/Incomplete Multi-view Subspace Clustering via Soft Block-diagonal-induced regulariser" in IET Computer Vision, 15(8):618-632, 2021.

[13] Yongli Hu, Zuolong Song, Boyue Wang*, Junbin Gao, Yanfeng Sun, Baocai Yin. "AKM3C:Adaptive K-Multiple-Means for Multi-view Clustering" in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2021.

2020

[12] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Fujiao Ju, Baocai Yin. "Learning Adaptive Neighborhood Graph on Grassmann Manifolds for Video/Image-Set Subspace Clustering" in IEEE Transactions on Multimedia, 2020. [PDF][code]

[11] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Fujiao Ju, Baocai Yin. "Adaptive Fusion of Heterogeneous Manifolds for Subspace Clustering" in IEEE Transactions on Neural Network and Learning System, 2020. [PDF] [code]

[10] Junzhong Ji, Cheng Xu, Xiaodan Zhang, Boyue Wang, Xinhang Song. "Spatio-temporal memory attention for image captioning" in IEEE Transactions on Image Processing, 29:7615-7628, 2020.

2018

[9] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun and Baocai Yin. "Cascaded Low Rank and Sparse Representation on Grassmann Manifolds". In International Joint Conference on Artificial Intelligence (IJCAI), 2018.

[8] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin, "Partial Sum Minimization of Singular Values Representation on Grassmann Manifolds" in ACM Transactions on Knowledge Discovery from Data (TKDD), 2018. [arXiv]

[7] Boyue Wang, Yongli Hu, Junbin Gao, Muhammad Ali, David Tien, Yanfeng Sun, Baocai Yin, "Low Rank Representation on SPD Matrices with Log-Euclidean Metric" in Pattern Recognition (PR), 2018.

[6] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin, "Localized LRR on Grassmann Manifolds: An Extrinsic View" in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2018. [arXiv]

[5] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun, Haoran Chen and Baocai Yin, "Locality Preserving Projections for Grassmann manifold" in International Joint Conference on Artificial Intelligence (IJCAI), 2017. [arXiv] [poster] [slide]

[4] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun and Baocai Yin, "Laplacian LRR on product Grassmann manifolds for human activity clustering in multi-camera video surveillance" in IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 27(3), pp:554-566, 2016. [PDF] [arXiv]

[3] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun and Baocai Yin, "Product Grassmann manifold representation and its LRR models" in American Association for Artificial Intelligence (AAAI), 2016. [PDF]

[2] Boyue Wang, Yongli Hu, Junbin Gao, Yanfeng Sun and Baocai Yin, "Low rank representation on Grassmann manifolds" in Asian Conference on Computer Vision (ACCV), Oral, 2014. [PDF]

[1] Rong Du, Yong Zhang, Boyue Wang, Hao Liu, Guanglei Qi, Baocai Yin, "Low-rank representation based traffic data completion method" in International Joint Conference on Neural Networks, Oral, 2016. [PDF]

Reviewer Services

• AAAI, IJCAI, ACM MM, 2020-

• Neurocomputing, Feb 2017-

• IEEE Transactions on Image Processing, June 2017-

• ACM Transactions on Knowledge Discovery from Data, August 2017-

• Pattern Recognition Letter, Nov 2017-

• Pacific-Rim Symposium on Image and Video Technology, August 2017-