近年来，研究院的研究成果水平和质量稳步提升，在TPAMI、TIP、TNNLS等旗
舰期刊和AAAI、CVPR等A类会议上发表论文100余篇，4篇论文入围ESI高被引论文。
(1) Ke Gu, Dacheng Tao, Junfei Qiao, Weisi Lin. Learning a No-Reference Quality Assessment Model of Enhanced Images With Big Data, IEEE Transactions on NeuralNetworks and Learning Systems, 2018, 29(4):1301-1313. ESI Highly Cited Paper
(2) Ke Gu, Vinit Jakhetiya, Junfei Qiao, Xiaoli Li, Weisi Lin, Daniel Thalmann.Model-based Referenceless Quality Metric of 3D Synthesized Images Using Local ImageDescription, IEEE Transactions on Image Processing, 2018, 27(1):394-405. ESI Highly Cited Paper
(3) Ke Gu, Jun Zhou, Junfei Qiao, Guangtao Zhai, Weisi Lin, Alan Conrad Bovik.No-reference Quality Assessment of Screen Content Pictures, IEEE Transactions on ImageProcessing, 2017, 26(8):4005-4018. ESI Highly Cited Paper
(4) Ke Gu, Leida Li, Hong Lu, Xiongkuo Min, Weisi Lin. A Fast Reliable ImageQuality Predictor by Fusing Micro- and Macro-Structures, IEEE Transactions on IndustrialElectronics, 2017, 64(5):3903-3912. ESI Highly Cited Paper.
(5) Na Qi, Yunhui Shi, Xiaoyan Sun, Jingdong Wang, Baocai Yin, Junbin Gao.Multi-Dimensional Sparse Models, IEEE Transactions on Pattern Analysis and MachineIntelligence, 2018, 40(1):163-178.
(6) Yanfeng Sun, Junbin Gao, Xia Hong, Bamdev Mishra, Baocai Yin.Heterogeneous Tensor Decomposition for Clustering via Manifold Optimization, IEEETransactions on Pattern Analysis and Machine Intelligence, 2016, 38(3):476-489.
(7) Honggui Han, Lu Wei, Hou Ying, Junfei Qiao. An Adaptive-PSO-Based Self Organizing RBF Neural Network, IEEE Transactions on Neural Networks andLearningSystems, 2018, 29(1):104-117.
(8) Ding Wang. Robust Policy Learning Control of Nonlinear Plants With Case Studies for A Power System Application, IEEE Transactions on Industrial Informatics,2020, 16(3):1733–1741.
(9) Yongpeng Wu, Dehui Kong, Shaofan Wang, Jinghua Li, Baocai Yin. An Unsupervised Real-Time Framework of Human Pose Tracking from Range Image Sequences, IEEE Transaction on Multimedia, 2020, 22(8): 2177-2190.
(10) Fei Wu, Yongli Hu, Junbin Gao, Yanfeng Sun, Baocai Yin. Ordered Subspace Clustering With Block-diagonal Priors, IEEE Transactions on Cybernetics, 2016,46(12):3209-3219.
