• MEng: 1) Electronic Information

• Ph.D: 1) Electronic Information;

Xu Yong, a doctoral supervisor, is a senior member of IEEE and ACM, a distinguished member of the China Computer Federation (CCF), and the chairperson of the CCF Guangzhou Branch. He is also the director of the Guangdong Engineering Research Center for Big Data Analysis and Processing. He is a teaching master of the 'Guangdong Special Support Program', a provincial-level training target of the 'Thousand, Hundred, Ten' Program in Guangdong Province, and the leader of the 'Visual and Service Computing' academic team at South China University of Technology. His main research interests include artificial intelligence, big data, computational machine vision, pattern recognition, and image processing. In recent years, he has published 161 research papers, including 35 papers in JCR Zone 1 and 27 papers in CCF-A conferences. He has won the second prize of the Guangdong Science and Technology Progress Award in 2019 (ranked first) and 2005, the first prize of the Guangdong Computer Society Science and Technology Award in 2018 and 2015 (ranked first), and two first prizes of the Guangdong Computer Society Excellent Paper Award in 2016 (ranked first). He has also won the Gold Award in the Industry Challenge Track of the 7th China International 'Internet+' College Students Innovation and Entrepreneurship Competition (first mentor) and the Gold Award in the International Track of the 6th China International 'Internet+' College Students Innovation and Entrepreneurship Competition (first mentor).

• Artificial intelligence, big data, computer vision, pattern recognition, image processing, etc.

• Y. Xu(Xu Yong), B.L. Liu, Y.H. Quan(Corresponding authors) and H. Ji. Unsupervised Deep Background Matting Using Deep Matte Prior. IEEE TCSVT (IEEE Transactions on Circuits and  Systems for Video Technology (JCR Q1 Journal), 2022.

• T.Y. Chen, S. Wu(Corresponding author), X.H. Yang, Y. Xu(Xu Yong) and H.S. Wong. Semantic Regularized Class- Conditional GANs for Semi-Supervised Fine-Grained Image Synthesis. IEEE TMM  (JCR Q1 Journal), 2022.

• S.H. Lin, W.H. Wu, S. Wu(Corresponding author), Y. Xu(Xu Yong) and H. Wong. Unreliable to Reliable Instance Translation for Semi-Supervised Pedestrian Detection. IEEE TMM (JCR Q1 Journal) 2022.

• T.Y. Chen, Y.F. Zhang, X.Y. Huo, S. Wu(Corresponding author), Y. Xu(Xu Yong), and H.S. Wong. SphericGAN: Semi-supervised Hyper-spherical Generative Adversarial Networks for Fine-grained Image Synthesis. CVPR 2022  (CCF-A Academic Conference), Jun.19-23, 2022.

• X.H. Yang, Y.W. Wang, K. Chen, Yong Xu,  and Y.H. Tian. Fine-Grained Object Classification via Self-Supervised Pose Alignment. CVPR 2022 (CCF-A Academic Conference) Jun.19-23, 2022.

• Y.H. Quan, P.K. Lin, y. Xu (Xu Yong, corresponding author), Y.S. Nan, and H. Ji. Non-Blind Image Deblurring via Deep Learning in Complex Field. IEEE Transactions on Neural Networks and  Learning Systems(JCR Q1 Journal), 33(09): 1-14, 2022.

• J.X. Liang, J.W. Wang, Y.H. Quan, T.Y. Chen, J.Y. Liu, H.B. Ling, and Y. Xu(Xu Yong) Corresponding author. Recurrent Exposure Generation for Low-Light Face Detection. IEEE TMM (JCR Q1 Journal), 24:1609-1621, Mar., 2022.

• L.Y. Liang, L.W. Jin(Corresponding author), and Y. Xu(Xu Yong) PDE Learning of Filtering and Propagation for Task-Aware Facial Intrinsic Image Analysis. IEEE Transactions on Cybernetics (JCR Q1 Journal), 52(2), 1021-1034, Feb.,2022.

• Y. Xu(Xu Yong), F. Li, Z.L Chen, J.X. Liang Y.H. Quan(Corresponding Author). Encoding Spatial Distribution of Convolutional Features for Texture Representation. NIPS2021(CCF-A Academic conference), Dec. 6-14, a virtual conference, 2021.

• G.Y. Li, Y. Liu, X.W. Wei, Y. Zhang, S. Wu(Corresponding author), Y. Xu(Xu Yong) H.S. Wong. Discovering Density-Preserving Latent Space Walks in GANs for Semantic Image Transformations. ACM Multimedia  2021(CCF-A Academic Conference), Oct. 20-24, 2021, Chengdu, China.

• T.Y. Chen, Y. Liu, Y.F. Zhang, S. Wu(Corresponding author), Y. Xu(Xu Yong), L.B. Feng and H.S. Wong. Semi-Supervised Single-Stage Controllable GANs for Conditional Fine-Grained Image Generation. ICCV 2021  (CCF-A Academic conference), Oct. 11-17, a virtual conference, 2021.

• X.W. Liao, Y. Xu(Xu Yong, Corresponding author) and H.B. Ling(Corresponding Author). Hypergraph Neural Networks for Hypergraph Matching. ICCV 2021 (CCF-A Academic Conference), 1266-1275, Oct. 11-17 a virtual conference, 2021.

• L.H. Xia, C. Huang, Y. Xu(Corresponding author), P. Dai, L.F. Bo., X.Y. Zhang and T.Y. Chen. Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation  Learning.IJCAI 2021(CCF-A Academic conference), 1631-1637, Aug. 21-26, a virtual conference, 2021.

• L.H. Xia, Y. Xu(Xu Yong), C. Huang(Corresponding author), P. Dai and L.F. Bo.Graph Meta Network for Multi-Behavior Recommendation. SIGIR 2021(CCF-A Academic Conference), 757-766, Jul. 11-15 a virtual conference, Canada, 2021.

• Z.L. Chen, f. Li., Y.H. Quan (corresponding author), Xu (Xu Yong), Y. and H. Ji.Deep Texture Recognition via Exploiting Cross-Layer Statistical Self-Similarity.CVPR 2021 (CCF-A Academic Conference) 5231-5240, a virtual conference, Jun.19-25, 2021.

• B.X. Yu, Y. Xu(Xu Yong), Y. Huang(Corresponding author), S. Yang and J.Y. Liu. Mask-guided GAN for Robust Text Editing in the Scene. Neurocomputing (JCR Q1 Journal), 441, 192-201, Jun., 2021.

• Y. Xu (Xu Yong), C.D. Zheng, R.T. Xu, y. h. Quan (corresponding author), and H.B. Ling. Multi-View 3D Shape Recognition via Correspondence-Aware Deep Learning. IEEE TIP (JCR Q1 Journal), 30 5299-5312, Jun., 2021.

• R.T. Xu,  Y. Xu(Xu Yong) and Y.H. Quan(Corresponding Author). Factorized Tensor Dictionary Learning for Visual Tensor Data Completion. IEEE TMM (JCR Q1 Journal), 23, 1225-1238, May, 2021.

• L.H. Xia, C. Huang, Y. Xu(Xu Yong, corresponding author), P. Dai, M.Y. Lu and L.F. Bo. Multi-Behavior Enhanced Recommendation with Cross-Interaction Collaborative Relation Modeling. ICDE  2021(CCF-A Academic Conference), 1931-1936, Apr 19-22, 2021, Chania, Greece.

• Y.H. Quan, Y.X. Chen, Y.Z. Shao, H. Teng, Y. Xu(Xu Yong, Corresponding author) and H. Ji.Image Denoising Using Complex-Valued Deep CNN. Pattern Recognition (JCR Q1 Journal), 111(107639), 1-12, Mar., 2021.