神经网络与机器学习、人体运动分析与合成、多媒体与虚拟现实、图像处理与计算机视觉

[1]. Guiyu Xia, Huaijiang Sun, Beijia Chen, Qingshan Liu, Lei Feng, Guoqing Zhang, Renglong Hang. Nonlinear low-rank matrix completion for human motion recovery, IEEE Transactions on Image Processing, 2018, 27 (6): 3011-3024. (SCI, CCF: A类).

[2]. Guiyu Xia, Huaijiang Sun, Lei Feng, Guoqing Zhang, and Yazhou Liu. Human Motion Segmentation via Robust Kernel Sparse Subspace Clustering. IEEE Transactions on Image Processing, 2018, 27 (1): 135-105. (SCI, CCF: A类).

[3]. Guoqing Zhang, Huaijiang Sun, Fatih Porikli, Yazhou Liu, Quansen Sun. Optimal Couple Projections for Domain Adaptive Sparse Representation-based Classification. IEEE Transactions on Image Processing, 2017, 26 (12): 5922-5935. (SCI, CCF: A类).

[4]. Guoqing Zhang, Huaijiang Sun, Guiyu Xia, Quansen Sun. Multiple kernel sparse representation based orthogonal discriminative projection and its cost-sensitive extension. IEEE Transactions on Image Processing, 2016, 25 (9): 4271-4285. (SCI, CCF: A类).

[5]. Guiyu Xia, Huaijiang Sun, Xiaoqing Niu, Guoqing Zhang, Lei Feng. Keyframe Extraction for Human Motion Capture Data Based on Joint Kernel Sparse Representation. IEEE Transactions on Industrial Electronics, 2017, 64(2): 1589-1599. (SCI, 一区)

[6]. Qiongjie Cui, Huaijiang Sun, Yupeng Li, Yue Kong. A Deep Bi-directional Attention Network for Human Motion Recovery. IJCAI 2019: International Joint Conference on Artificial Intelligence. ( CCF: A类会议)

[7]. Xiaoqian Zhang, Beijia Chen, Huaijiang Sun, Zhigui Liu, Zhenwen Ren and Yanmeng Li. Robust Low-Rank Kernel Subspace Clustering based on the Schatten p-norm and Correntropy. IEEE Transactions on Knowledge & Data Engineering, 2019, 10.1109/TKDE.2019.2922637.(SCI, CCF: A类).