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1.Haoran Chen, YanfengSun, Junbin Gao, Yongli Hu, Baocai Yin. Solving Partial LeastSquares Regression via Manifold Optimization Approaches. IEEETransactions on Neural Networks and Learning Systems (IEEE TNNLS)(Accepted).

2.Boyue Wang, YongliHu, Junbin Gao, Yanfeng Sun, Baocai Yin. Localized LRR on GrassmannManifolds: An Extrinsic View. IEEE Transactions on Circuits andSystems for Video Technology (IEEE TCSVT) (online).

3.Boyue Wang, YongliHu, Junbin Gao, Yanfeng Sun, Baocai Yin. Partial Sum Minimization ofSingular Values Representation on Grassmann Manifolds. ACMTransactions on Knowledge Discovery from Data (ACM TKDD) 12(1):13, 2018.

4.Fujiao Ju, YanfengSun, Junbin Gao, Yongli Hu, Baocai Yin. Vectorial DimensionReduction for Tensors Based on Bayesian Inference. IEEE Transactionson Neural Networks and Learning Systems (IEEE TNNLS)(Accepted).

5.Boyue Wang, YongliHu, Junbin Gao, Muhammad Ali, David Tien, Yanfeng Sun, Baocai Yin. Low RankRepresentation on SPD Matriceswith Log-Euclidean Metric. PatternRecognition (PR), 76: 623-634, 2018.

6.Boyue Wang, YongliHu, Junbin Gao, Yanfeng Sun, Baocai Yin. Laplacian LRR on ProductGrassmannManifolds for Human Activity Clustering in Multi-Camera Video Surveillance. IEEETransactions on Circuits and Systems for Video (IEEE TCSVT), 27(3):554-566, 2017.

7.Fujiao Ju, YanfengSun, Junbin Gao and Yongli Hu. Nonparametric Tensor DictionaryLearning with Beta Process Priors. Neurocomputing£¬ 218: 120-130, 2016

8.Fei Wu, YongLiHu, YanFeng Sun, Junbin Gao, BaocaiYin. Ordered Subspace Clustering withBlock-diagonal Priors. IEEE Transactions on Cybernetics (IEEE TCYB),46(12): 3209-3219, 2016.

9.Xinglin Piao, YongZhang, Tingshu Li, Yongli Hu, Hao Liu, Ke Zhang, Yun Ge. RSSFingerprint Based Indoor Localization Using Sparse Representation withSpatio-Temporal Constraint. Sensors, 16(11): 1845, 2016.

10.Fujiao Ju, YanfengSun, Junbin Gao, Yongli Hu. Image OutlierDetection and Feature Extraction via L1-Norm-Based 2D Probabilistic PCA.IEEETransactions on Image Processing (IEEE TIP), 24(12): 4834-4846, 2015.

11.Xinglin Piao, Yongli Hu, Yanfeng Sun, Baocai Yin, Junbin Gao.Correlated Spatio-temporal Data Collection in Wireless Sensor Networks Based onLow Rank Matrix Approximation and Optimized Node Sampling. Sensors,14(12): 23137-23158, 2014.

12.Sun Yanfeng, Jia Huajie, Hu Yongli, Yin Baocai. Color FaceRecognition Based on Color Image Correlation Similarity DiscriminantModel. Multimedia Tools and Applications, 73(3): 2063-2079,2014.

13.Hengliang Tang, Baocai Yin, Yanfeng Sun, Yongli Hu. 3D FaceRecognition Using Local Binary Patterns. Signal Processing,93(8): 2190-2198, 2013.

14.Yongli Hu, Fuqing Duan, BaocaiYin, Mingquan Zhou, Yanfeng Sun, Zhongke Wu, Guohua Geng. A Hierarchical DenseDeformable Model for 3D Face Reconstruction from Skull. MultimediaTools and Applications, 64(2):345-364, 2013.

15.Yongli Hu, Wei Zhou, ZhengWen, Yanfeng Sun, Baocai Yin. Efficient Radio Map Construction Based onLow-Rank Approximation for Indoor Positioning. Mathematical Problemsin Engineering, 461089 :1-9, 2013.

16.Yongli Hu, FuqingDuan,Mingquan Zhou, Yanfeng Sun, Baocai Yin. Craniofacial Reconstruction Based on aHierarchical Dense Deformable Model. EURASIP Journal on Advances inSignal Processing, 217:1-14, 2012.

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1.Boyue Wang, YongliHu, JunbinGao, Yanfeng Sun and Baocai Yin. Cascaded Low Rank and SparseRepresentation onGrassmann Manifolds. The 27th International JointConference on Artificial Intelligence (IJCAI'2018), Stockholm, Sweden,July 13-19, 2018.

2.Xiangjie Hu, YanfengSun, Junbin Gao, Yongli Hu and Baocai Yin, Locality PreservingProjection Based on F-norm, The 32th Association of the Advance ofArtificial Intelligence(AAAI’2018), New Orleans, Louisiana, USA,February 2–7, 2018.

3.Boyue Wang, YongliHu, Junbin Gao, Yanfeng Sun, Haoran Chen and Baocai Yin. LocalityPreserving Projections for Grassmann manifold. The 26th InternationalJoint Conference on Artificial Intelligence (IJCAI’2017), Melbourne,Australia, August 2017, pp2893-2900.

4.Simeng Liu, YanfengSun, Yongli Hu, Junbin Gao, Fujiao Ju and Baocai Yin. MatrixVariate RBM Model with Gaussian Distributions. 2017 InternationalJoint Conference on Neural Networks (IJCNN’2017), Anchorage, Alaska,USA, May 2017, pp808-815.

5.Fujiao Ju, YanfengSun, Junbin Gao, Simeng Liu, Yongli Hu, Baocai Yin. Mixture ofBilateral-Projection Two-dimensional Probabilistic Principal ComponentAnalysis. The 29th IEEE Conference on Computer Vision and PatternRecognition (CVPR’2016), LasVegas, USA, June 2016.

6.Boyue Wang, YongliHu, Junbin Gao, Yanfeng Sun, Baocai Yin. Product Grassmann ManifoldRepresentation and Its LRR Models. The 30th AAAI Conference onArtificial Intelligence (AAAI’2016), Phoenix, USA, February 2016.

7.Guanglei Qi,YanfengSun, Junbin Gao, Yongli Hu, Jinghua Li. Matrix VariateRestricted Boltzmann Machine. 2016 International Joint Conference onNeural Networks (IJCNN’2016), Vancouver, Canada, July 2016.

8.Boyue Wang, YongliHu, Junbin Gao, Yanfeng Sun, Baocai Yin. Low Rank Representation onGrassmann Manifolds. The 12th Asian Conference on ComputerVision(ACCV’ 2014), Singapore, Nov. 2014.

9.Xien Liu, YanfengSun, Yongli Hu, Baocai Yin. A Robust Sparse RepresentationFramework for Depth Map Restoration. 2013 IEEE InternationalConference on Multimedia and Expo (ICME’2013), San Jose, California,USA, July 2013.

10.Wenyu Qin, Yongli Hu, Yanfeng Sun, Baocai Yin. An AutomaticMulti-sample 3D Face Registration Method Based On Thin Plate Spline AndDeformable Model. 2012 IEEE International Conference on Multimediaand Expo (ICME’2012), Melbourne, Australia, July 2012.

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