Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach. - Li Liu 004; Ling Shao 001; Xuelong Li 001; Ke Lu 002 (IEEE Trans. Cybern., 2016)

Low-Rank Preserving Projections. - Yuwu Lu; Zhihui Lai 001; Yong Xu 001; Xuelong Li 001; David Zhang 001; Chun Yuan (IEEE Trans. Cybern., 2016)

Classifying Discriminative Features for Blur Detection. - Yanwei Pang; Hailong Zhu; Xinyu Li; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

High-Order Energies for Stereo Segmentation. - Jianteng Peng; Jianbing Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

A Local Structural Descriptor for Image Matching via Normalized Graph Laplacian Embedding. - Jun Tang 007; Ling Shao 001; Xuelong Li 001; Ke Lu 002 (IEEE Trans. Cybern., 2016)

Principal Component 2-D Long Short-Term Memory for Font Recognition on Single Chinese Characters. - Dapeng Tao; Xu Lin; Lianwen Jin; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

Weakly Supervised Multilabel Clustering and its Applications in Computer Vision. - Yingjie Xia; Liqiang Nie; Luming Zhang; Yi Yang 001; Richang Hong; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

Compact Structure Hashing via Sparse and Similarity Preserving Embedding. - Renzhen Ye; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

Weakly Supervised Human Fixations Prediction. - Luming Zhang; Xuelong Li 001; Liqiang Nie; Yi Yang 001; Yingjie Xia (IEEE Trans. Cybern., 2016)

Large-Scale Aerial Image Categorization Using a Multitask Topological Codebook. - Luming Zhang; Meng Wang 001; Richang Hong; Bao-Cai Yin; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

Spectral Multimodal Hashing and Its Application to Multimedia Retrieval. - Yi Zhen; Yue Gao 002; Dit-Yan Yeung; Hongyuan Zha; Xuelong Li 001 (IEEE Trans. Cybern., 2016)

Block-Row Sparse Multiview Multilabel Learning for Image Classification. - Xiaofeng Zhu 001; Xuelong Li 001; Shichao Zhang 001 (IEEE Trans. Cybern., 2016)

Motion Blur Detection With an Indicator Function for Surveillance Machines. - Yanwei Pang; Hailong Zhu; Xuelong Li 001; Jing Pan (IEEE Trans. Ind. Electron., 2016)

Pedestrian Detection Inspired by Appearance Constancy and Shape Symmetry. - Jiale Cao; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Unsupervised 3D Local Feature Learning by Circle Convolutional Restricted Boltzmann Machine. - Zhizhong Han; Zhenbao Liu; Junwei Han 001; Chi-Man Vong; Shuhui Bu; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

DSets-DBSCAN: A Parameter-Free Clustering Algorithm. - Jian Hou 001; Huijun Gao; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

SERF: A Simple, Effective, Robust, and Fast Image Super-Resolver From Cascaded Linear Regression. - Yanting Hu; Nannan Wang 001; Dacheng Tao; Xinbo Gao 001; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Spatiotemporal Statistics for Video Quality Assessment. - Xuelong Li 001; Qun Guo; Xiaoqiang Lu (IEEE Trans. Image Process., 2016)

Aging Face Recognition: A Hierarchical Learning Model Based on Local Patterns Selection. - Zhifeng Li 001; Dihong Gong; Xuelong Li 001; Dacheng Tao (IEEE Trans. Image Process., 2016)

Surveillance Video Synopsis via Scaling Down Objects. - Xuelong Li 001; Zhigang Wang 002; Xiaoqiang Lu (IEEE Trans. Image Process., 2016)

Joint Multilabel Classification With Community-Aware Label Graph Learning. - Xi Li 001; Xueyi Zhao; Zhongfei Zhang; Fei Wu 001; Yueting Zhuang; Jingdong Wang 001; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Query-Adaptive Reciprocal Hash Tables for Nearest Neighbor Search. - Xianglong Liu 001; Cheng Deng; Bo Lang; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Discriminative Transfer Subspace Learning via Low-Rank and Sparse Representation. - Yong Xu 001; Xiaozhao Fang; Jian Wu; Xuelong Li 001; David Zhang 001 (IEEE Trans. Image Process., 2016)

Detecting Densely Distributed Graph Patterns for Fine-Grained Image Categorization. - Luming Zhang; Yang Yang 002; Meng Wang 001; Richang Hong; Liqiang Nie; Xuelong Li 001 (IEEE Trans. Image Process., 2016)

Mutual Component Analysis for Heterogeneous Face Recognition. - Zhifeng Li 001; Dihong Gong; Qiang Li 024; Dacheng Tao; Xuelong Li 001 (ACM Trans. Intell. Syst. Technol., 2016)

EIC Editorial. - Jian Pei 001; Leman Akoglu; Hongrae Lee; Justin J. Levandoski; Xuelong Li 001; Rosa Meo; Carlos Ordonez 001; Jeff M. Phillips; Barbara Poblete; K. Selçuk Candan; Meng Wang 001; Ji-Rong Wen; et al. (IEEE Trans. Knowl. Data Eng., 2016)

DISC: Deep Image Saliency Computing via Progressive Representation Learning. - Tianshui Chen; Liang Lin; Lingbo Liu; Xiaonan Luo; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Similarity Constraints-Based Structured Output Regression Machine: An Approach to Image Super-Resolution. - Cheng Deng; Jie Xu 012; Kaibing Zhang; Dacheng Tao; Xinbo Gao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Guest Editorial Special Section on Learning in Non-(geo)metric Spaces. - Marcello Pelillo; Edwin R. Hancock; Xuelong Li 001; Vittorio Murino (IEEE Trans. Neural Networks Learn. Syst., 2016)

Multiple Representations-Based Face Sketch-Photo Synthesis. - Chunlei Peng; Xinbo Gao 001; Nannan Wang 001; Dacheng Tao; Xuelong Li 001; Jie Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Shape-Constrained Sparse and Low-Rank Decomposition for Auroral Substorm Detection. - Xi Yang 011; Xinbo Gao 001; Dacheng Tao; Xuelong Li 001; Bing Han 003; Jie Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Image Categorization by Learning a Propagated Graphlet Path. - Luming Zhang; Richang Hong; Yue Gao 002; Rongrong Ji; Qionghai Dai; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Spatiochromatic Context Modeling for Color Saliency Analysis. - Jun Zhang 017; Meng Wang 001; Shengping Zhang; Xuelong Li 001; Xindong Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Scalable Linear Visual Feature Learning via Online Parallel Nonnegative Matrix Factorization. - Xueyi Zhao; Xi Li 001; Zhongfei Zhang; Chunhua Shen; Yueting Zhuang; Lixin Gao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2016)

Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion. - Yao Hu; Chen Zhao 009; Deng Cai 001; Xiaofei He 001; Xuelong Li 001 (ACM Trans. Multim. Comput. Commun. Appl., 2016)

Measuring Collectiveness via Refined Topological Similarity. - Xuelong Li 001; Mulin Chen; Qi Wang 009 (ACM Trans. Multim. Comput. Commun. Appl., 2016)

Semantic Photo Retargeting Under Noisy Image Labels. - Luming Zhang; Xuelong Li 001; Liqiang Nie; Yan Yan 002; Roger Zimmermann (ACM Trans. Multim. Comput. Commun. Appl., 2016)

Bilateral k-Means Algorithm for Fast Co-Clustering. - Junwei Han 001; Kun Song 001; Feiping Nie 001; Xuelong Li 001 (AAAI, 2017)

A Multiview-Based Parameter Free Framework for Group Detection. - Xuelong Li 001; Mulin Chen; Feiping Nie 001; Qi Wang 009 (AAAI, 2017)

Large Graph Hashing with Spectral Rotation. - Xuelong Li 001; Di Hu 001; Feiping Nie 001 (AAAI, 2017)

Balanced Clustering with Least Square Regression. - Hanyang Liu; Junwei Han 001; Feiping Nie 001; Xuelong Li 001 (AAAI, 2017)

Multi-View Clustering and Semi-Supervised Classification with Adaptive Neighbours. - Feiping Nie 001; Guohao Cai; Xuelong Li 001 (AAAI, 2017)

Unsupervised Large Graph Embedding. - Feiping Nie 001; Wei Zhu 015; Xuelong Li 001 (AAAI, 2017)

Parameter Free Large Margin Nearest Neighbor for Distance Metric Learning. - Kun Song 001; Feiping Nie 001; Junwei Han 001; Xuelong Li 001 (AAAI, 2017)

Quantifying and Detecting Collective Motion by Manifold Learning. - Qi Wang 009; Mulin Chen; Xuelong Li 001 (AAAI, 2017)

Efficient Supervised Hashing via Exploring Local and Inner Data Structure. - Shiyuan He; Guo Ye; Mengqiu Hu; Yang Yang 002; Fumin Shen; Heng Tao Shen; Xuelong Li 001 (ADC, 2017)

A Bayesian-adaboost model for stock trading rule discovery. - Zhoufan Kong; Jie Yang 002; Qinghua Huang; Xuelong Li 001 (CISP-BMEI, 2017)

The application of BI-RADS feature in the ultrasound breast tumor CAD system. - Fan Zhang 094; Qinghua Huang; Xuelong Li 001 (CISP-BMEI, 2017)

The pseudo-label scheme in breast tumor classification based on BI-RADS features. - Fan Zhang 094; Qinghua Huang; Xuelong Li 001 (CISP-BMEI, 2017)

Bidirectional Adaptive Feature Fusion for Remote Sensing Scene Classification. - Weijun Ji; Xuelong Li 001; Xiaoqiang Lu (CCCV (2), 2017)

FFGS: Feature Fusion with Gating Structure for Image Caption Generation. - Aihong Yuan; Xuelong Li 001; Xiaoqiang Lu (CCCV (1), 2017)

Anchor-based group detection in crowd scenes. - Mulin Chen; Qi Wang 009; Xuelong Li 001 (ICASSP, 2017)

Embedded clustering via robust orthogonal least square discriminant analysis. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2017)

Semi-supervised classification via both label and side information. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2017)

Auto-weighted two-dimensional principal component analysis with robust outliers. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2017)

Fast Spectral Clustering with efficient large graph construction. - Wei Zhu 015; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2017)

Image2song: Song Retrieval via Bridging Image Content and Lyric Words. - Xuelong Li 001; Di Hu 001; Xiaoqiang Lu (ICCV, 2017)

A parallel linearized ADMM with application to multichannel tgv-based image restoration. - Chuan He 003; Changhua Hu; Xuelong Li 001 (ICIP, 2017)

Hyperspectral image band selection via global optimal clustering. - Fahong Zhang 003; Qi Wang 009; Xuelong Li 001 (IGARSS, 2017)

Locality Adaptive Discriminant Analysis. - Xuelong Li 001; Mulin Chen; Feiping Nie 001; Qi Wang 009 (IJCAI, 2017)

MAM-RNN: Multi-level Attention Model Based RNN for Video Captioning. - Xuelong Li 001; Bin Zhao 001; Xiaoqiang Lu (IJCAI, 2017)

Self-weighted Multiview Clustering with Multiple Graphs. - Feiping Nie 001; Jing Li 009; Xuelong Li 001 (IJCAI, 2017)

Projected clustering via robust orthogonal least square regression with optimal scaling. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (IJCNN, 2017)

A Multi-Task Framework for Weather Recognition. - Xuelong Li 001; Zhigang Wang 002; Xiaoqiang Lu (ACM Multimedia, 2017)

FastShrinkage: Perceptually-aware Retargeting Toward Mobile Platforms. - Zhenguang Liu; Zepeng Wang 003; Luming Zhang; Rajiv Ratn Shah; Yingjie Xia; Yi Yang 001; Xuelong Li 001 (ACM Multimedia, 2017)

Hierarchical Recurrent Neural Network for Video Summarization. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu (ACM Multimedia, 2017)

Survey of Spatio-Temporal Interest Point Detection Algorithms in Video. - Yanshan Li; Rongjie Xia; Qinghua Huang; Weixin Xie; Xuelong Li 001 (IEEE Access, 2017)

Patch-based topic model for group detection. - Mulin Chen; Qi Wang 009; Xuelong Li 001 (Sci. China Inf. Sci., 2017)

A generalized power iteration method for solving quadratic problem on the Stiefel manifold. - Feiping Nie 001; Rui Zhang 017; Xuelong Li 001 (Sci. China Inf. Sci., 2017)

When Collaboration Hugs Intelligence: Content Delivery over Ultra-Dense Networks. - Liang Zhou 002; Dan Wu 001; Zhenjiang Dong; Xuelong Li 001 (IEEE Commun. Mag., 2017)

Learning Tone Mapping Function for Dehazing. - Xuhang Lian; Yanwei Pang; Yuqing He; Xuelong Li 001; Aiping Yang (Cogn. Comput., 2017)

Leveraging Spatial Context Disparity for Power Line Detection. - Chaofeng Pan; Haotian Shan; Xianbin Cao 001; Xuelong Li 001; Dapeng Oliver Wu (Cogn. Comput., 2017)

Query-Aware Sparse Coding for Multi-Video Summarization. - Zhong Ji; Yaru Ma; Yanwei Pang; Xuelong Li 001 (CoRR, 2017)

From Deterministic to Generative: Multi-Modal Stochastic RNNs for Video Captioning. - Jingkuan Song; Yuyu Guo 001; Lianli Gao; Xuelong Li 001; Alan Hanjalic; Heng Tao Shen (CoRR, 2017)

Latent semantic concept regularized model for blind image deconvolution. - Renzhen Ye; Xuelong Li 001 (Neurocomputing, 2017)

Self-weighted spectral clustering with parameter-free constraint. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2017)

Collective Representation for Abnormal Event Detection. - Renzhen Ye; Xuelong Li 001 (J. Comput. Sci. Technol., 2017)

Locality Adaptive Discriminant Analysis for Spectral-Spatial Classification of Hyperspectral Images. - Qi Wang 009; Zhaotie Meng; Xuelong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2017)

Orthogonal self-guided similarity preserving projection for classification and clustering. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zhihui Lai 001; Shaohua Teng; Lunke Fei (Neural Networks, 2017)

Sparse Learning with Stochastic Composite Optimization. - Weizhong Zhang; Lijun Zhang 005; Zhongming Jin 001; Rong Jin 001; Deng Cai 001; Xuelong Li 001; Ronghua Liang; Xiaofei He 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

On Combining Social Media and Spatial Technology for POI Cognition and Image Localization. - Xueming Qian; Xiaoqiang Lu; Junwei Han 001; Bo Du 001; Xuelong Li 001 (Proc. IEEE, 2017)

Nonnegative Discriminant Matrix Factorization. - Yuwu Lu; Zhihui Lai 001; Yong Xu 001; Xuelong Li 001; David Zhang 001; Chun Yuan (IEEE Trans. Circuits Syst. Video Technol., 2017)

Robust Sparse Coding for Mobile Image Labeling on the Cloud. - Dapeng Tao; Jun Cheng 002; Xinbo Gao 001; Xuelong Li 001; Cheng Deng (IEEE Trans. Circuits Syst. Video Technol., 2017)

Graph Regularized Non-Negative Low-Rank Matrix Factorization for Image Clustering. - Xuelong Li 001; Guosheng Cui; Yongsheng Dong (IEEE Trans. Cybern., 2017)

Constrained Low-Rank Learning Using Least Squares-Based Regularization. - Ping Li 006; Jun Yu 002; Meng Wang 001; Luming Zhang; Deng Cai 001; Xuelong Li 001 (IEEE Trans. Cybern., 2017)

Template Deformation-Based 3-D Reconstruction of Full Human Body Scans From Low-Cost Depth Cameras. - Zhenbao Liu; Jinxin Huang; Shuhui Bu; Junwei Han 001; Xiaojun Tang; Xuelong Li 001 (IEEE Trans. Cybern., 2017)

Learning Instance Correlation Functions for Multilabel Classification. - Huawen Liu; Xuelong Li 001; Shichao Zhang 001 (IEEE Trans. Cybern., 2017)

Learning Sampling Distributions for Efficient Object Detection. - Yanwei Pang; Jiale Cao; Xuelong Li 001 (IEEE Trans. Cybern., 2017)

Cascade Learning by Optimally Partitioning. - Yanwei Pang; Jiale Cao; Xuelong Li 001 (IEEE Trans. Cybern., 2017)

Multiple Auxiliaries Assisted Airborne Power Line Detection. - Haotian Shan; Jun Zhang 007; Xianbin Cao 001; Xuelong Li 001; Dapeng Oliver Wu (IEEE Trans. Ind. Electron., 2017)

Learning Multilayer Channel Features for Pedestrian Detection. - Jiale Cao; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Heterogeneous Face Recognition: A Common Encoding Feature Discriminant Approach. - Dihong Gong; Zhifeng Li 001; Weilin Huang; Xuelong Li 001; Dacheng Tao (IEEE Trans. Image Process., 2017)

Robust Web Image Annotation via Exploring Multi-Facet and Structural Knowledge. - Mengqiu Hu; Yang Yang 002; Fumin Shen; Luming Zhang; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

A General Framework for Edited Video and Raw Video Summarization. - Xuelong Li 001; Bin Zhao 001; Xiaoqiang Lu (IEEE Trans. Image Process., 2017)

Latent Semantic Minimal Hashing for Image Retrieval. - Xiaoqiang Lu; Xiangtao Zheng; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

The Recognition of the Point Symbols in the Scanned Topographic Maps. - Qiguang Miao; Pengfei Xu 003; Xuelong Li 001; Jianfeng Song; Weisheng Li 001; Yun Yang (IEEE Trans. Image Process., 2017)

Convex Multiview Semi-Supervised Classification. - Feiping Nie 001; Jing Li 009; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Weakly Supervised Multimodal Kernel for Categorizing Aerial Photographs. - Yingjie Xia; Luming Zhang; Zhenguang Liu; Liqiang Nie; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Re-Weighted Discriminatively Embedded K-Means for Multi-View Clustering. - Jinglin Xu; Junwei Han 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Learning Discriminative Binary Codes for Large-scale Cross-modal Retrieval. - Xing Xu 001; Fumin Shen; Yang Yang 002; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2017)

Multifeature Anisotropic Orthogonal Gaussian Process for Automatic Age Estimation. - Zhifeng Li 001; Dihong Gong; Kai Zhu; Dacheng Tao; Xuelong Li 001 (ACM Trans. Intell. Syst. Technol., 2017)

Cost-Optimized Microblog Distribution over Geo-Distributed Data Centers: Insights from Cross-Media Analysis. - Han Hu 003; Yonggang Wen 001; Tat-Seng Chua; Xuelong Li 001 (ACM Trans. Intell. Syst. Technol., 2017)

Refined-Graph Regularization-Based Nonnegative Matrix Factorization. - Xuelong Li 001; Guosheng Cui; Yongsheng Dong (ACM Trans. Intell. Syst. Technol., 2017)

Large Sparse Cone Non-negative Matrix Factorization for Image Annotation. - Dapeng Tao; Dacheng Tao; Xuelong Li 001; Xinbo Gao 001 (ACM Trans. Intell. Syst. Technol., 2017)

Learning k for kNN Classification. - Shichao Zhang 001; Xuelong Li 001; Ming Zong; Xiaofeng Zhu 001; Debo Cheng (ACM Trans. Intell. Syst. Technol., 2017)

Adaptive Multimedia Data Forwarding for Privacy Preservation in Vehicular Ad-Hoc Networks. - Yingjie Xia; Wenzhi Chen; Xuejiao Liu 002; Luming Zhang; Xuelong Li 001; Yang Xiang 001 (IEEE Trans. Intell. Transp. Syst., 2017)

Learning Bregman Distance Functions for Structural Learning to Rank. - Xi Li 001; Te Pi; Zhongfei Zhang; Xueyi Zhao; Meng Wang 001; Xuelong Li 001; Philip S. Yu (IEEE Trans. Knowl. Data Eng., 2017)

Modeling Information Diffusion over Social Networks for Temporal Dynamic Prediction. - Dong Li; Shengping Zhang; Xin Sun 003; Huiyu Zhou 001; Sheng Li 003; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2017)

Discrete Nonnegative Spectral Clustering. - Yang Yang 002; Fumin Shen; Zi Huang; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2017)

Overlapping Community Detection for Multimedia Social Networks. - Faliang Huang; Xuelong Li 001; Shichao Zhang 001; Jilian Zhang; Jinhui Chen; Zhi-nian Zhai (IEEE Trans. Multim., 2017)

Nuclear Norm-Based 2DLPP for Image Classification. - Yuwu Lu; Chun Yuan; Zhihui Lai 001; Xuelong Li 001; Wai Keung Wong; David Zhang 001 (IEEE Trans. Multim., 2017)

Graph PCA Hashing for Similarity Search. - Xiaofeng Zhu 001; Xuelong Li 001; Shichao Zhang 001; Zongben Xu; Litao Yu; Can Wang 004 (IEEE Trans. Multim., 2017)

Person Re-identification by Multi-hypergraph Fusion. - Le An; Xiaojing Chen; Songfan Yang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Modeling Disease Progression via Multisource Multitask Learners: A Case Study With Alzheimer's Disease. - Liqiang Nie; Luming Zhang; Lei Meng 001; Xuemeng Song; Xiaojun Chang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Biologically Inspired Appearance Model for Robust Visual Tracking. - Shengping Zhang; Xiangyuan Lan; Hongxun Yao; Huiyu Zhou 001; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Regularized Class-Specific Subspace Classifier. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Coarse-to-Fine Learning for Single-Image Super-Resolution. - Kaibing Zhang; Dacheng Tao; Xinbo Gao 001; Xuelong Li 001; Jie Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Robust Joint Graph Sparse Coding for Unsupervised Spectral Feature Selection. - Xiaofeng Zhu 001; Xuelong Li 001; Shichao Zhang 001; Chunhua Ju; Xindong Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2017)

Secrecy-Optimized Resource Allocation for Device-to-Device Communication Underlaying Heterogeneous Networks. - Kecheng Zhang; Mugen Peng; Ping Zhang 003; Xuelong Li 001 (IEEE Trans. Veh. Technol., 2017)

PixelLink: Detecting Scene Text via Instance Segmentation. - Dan Deng; Haifeng Liu 001; Xuelong Li 001; Deng Cai 001 (AAAI, 2018)

Nonlocal Patch Based t-SVD for Image Inpainting: Algorithm and Error Analysis. - Liangchen Song; Bo Du 001; Lefei Zhang; Liangpei Zhang 001; Jia Wu 001; Xuelong Li 001 (AAAI, 2018)

A Regenerated Feature Extraction Method for Cross-modal Image Registration. - Jian Yang 019; Qi Wang 009; Xuelong Li 001 (BICS, 2018)

Embedding Fuzzy K-Means with Nonnegative Spectral Clustering via Incorporating Side Information. - Muhan Guo; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (CIKM, 2018)

HSA-RNN: Hierarchical Structure-Adaptive RNN for Video Summarization. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu (CVPR, 2018)

The Application of Fuzzy Reasoning and Biclustering in Ultrasound Breast Tumor Classification. - Fan Zhang 094; Qinghua Huang; Xuelong Li 001 (ICARM, 2018)

Directly Solving the Original Ratiocut Problem for Effective Data Clustering. - Jing Li 009; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2018)

A Generalized Uncorrelated Ridge Regression with Nonnegative Labels for Unsupervised Feature Selection. - Han Zhang 012; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2018)

Feature Selection via Incorporating Stiefel Manifold in Relaxed K-Means. - Guohao Cai; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICIP, 2018)

Robust Adaptive Sparse Learning Method for Graph Clustering. - Mulin Chen; Qi Wang 009; Xuelong Li 001 (ICIP, 2018)

Self-Weighted Adaptive Locality Discriminant Analysis. - Muhan Guo; Feiping Nie 001; Xuelong Li 001 (ICIP, 2018)

Locality-Based Discriminant Feature Selection with Trace Ratio. - Muhan Guo; Sheng Yang; Feiping Nie 001; Xuelong Li 001 (ICIP, 2018)

Robust Low Rank Approxiamtion via Inliers Selection. - Zhanxuan Hu; Feiping Nie 001; Xuelong Li 001 (ICIP, 2018)

Unsupervised Feature Selection with Local Structure Learning. - Sheng Yang; Feiping Nie 001; Xuelong Li 001 (ICIP, 2018)

VCF: Velocity Correlation Filter, Towards Space-Borne Satellite Video Tracking. - Jia Shao; Bo Du 001; Chen Wu 003; Jia Wu 001; Ruimin Hu; Xuelong Li 001 (ICME, 2018)

TLR: Transfer Latent Representation for Unsupervised Domain Adaptation. - Pan Xiao; Bo Du 001; Jia Wu 001; Lefei Zhang; Ruimin Hu; Xuelong Li 001 (ICME, 2018)

Action Recognition by Jointly Using Video Proposal and Trajectory. - Lei Qi 004; Xiaoqiang Lu; Xuelong Li 001 (ICVISP, 2018)

Spectral-Spatial Hyperspectral Image Classification via Locality and Structure Constrained Low-Rank Representation. - Xiang He; Qi Wang 009; Xuelong Li 001 (IGARSS, 2018)

Attention Based Network for Remote Sensing Scene Classification. - Shaoteng Liu; Qi Wang 009; Xuelong Li 001 (IGARSS, 2018)

ROBUST PCANet for Hyperspectral Image Change Detection. - Zhenghang Yuan; Qi Wang 009; Xuelong Li 001 (IGARSS, 2018)

Optimal Neighboring Reconstruction for Hyperspectral Band Selection. - Fahong Zhang 003; Qi Wang 009; Xuelong Li 001 (IGARSS, 2018)

Nonrigid Points Alignment with Soft-weighted Selection. - Xuelong Li 001; Jian Yang 019; Qi Wang 009 (IJCAI, 2018)

Self-Representative Manifold Concept Factorization with Adaptive Neighbors for Clustering. - Sihan Ma; Lefei Zhang; Wenbin Hu 001; Yipeng Zhang 001; Jia Wu 001; Xuelong Li 001 (IJCAI, 2018)

Video Captioning with Tube Features. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu (IJCAI, 2018)

Calibrated Multi-Task Learning. - Feiping Nie 001; Zhanxuan Hu; Xuelong Li 001 (KDD, 2018)

Multiview Clustering via Adaptively Weighted Procrustes. - Feiping Nie 001; Lai Tian; Xuelong Li 001 (KDD, 2018)

SalNet: Edge Constraint Based End-to-End Model for Salient Object Detection. - Le Han; Xuelong Li 001; Yongsheng Dong (PRCV (4), 2018)

Two-stage local constrained sparse coding for fine-grained visual categorization. - Lihua Guo; Chenggang Guo; Lei Li; Qinghua Huang; Yanshan Li; Xuelong Li 001 (Sci. China Inf. Sci., 2018)

A case-oriented web-based training system for breast cancer diagnosis. - Qinghua Huang; Xianhai Huang; Longzhong Liu; Yidi Lin; Xingzhang Long; Xuelong Li 001 (Comput. Methods Programs Biomed., 2018)

An investigation for loss functions widely used in machine learning. - Feiping Nie 001; Zhanxuan Hu; Xuelong Li 001 (Commun. Inf. Syst., 2018)

Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection. - Jiale Cao; Yanwei Pang; Xuelong Li 001 (CoRR, 2018)

Deep Co-Clustering for Unsupervised Audiovisual Learning. - Di Hu 001; Feiping Nie 001; Xuelong Li 001 (CoRR, 2018)

A Comprehensive Survey for Low Rank Regularization. - Zhanxuan Hu; Feiping Nie 001; Lai Tian; Xuelong Li 001 (CoRR, 2018)

Deep LDA Hashing. - Di Hu 001; Feiping Nie 001; Xuelong Li 001 (CoRR, 2018)

Dense Multimodal Fusion for Hierarchically Joint Representation. - Di Hu 001; Feiping Nie 001; Xuelong Li 001 (CoRR, 2018)

Randomly translational activation inspired by the input distributions of ReLU. - Jiale Cao; Yanwei Pang; Xuelong Li 001; Jingkun Liang (Neurocomputing, 2018)

Adaptive Projected Matrix Factorization method for data clustering. - Mulin Chen; Qi Wang 009; Xuelong Li 001 (Neurocomputing, 2018)

Subspace clustering guided convex nonnegative matrix factorization. - Guosheng Cui; Xuelong Li 001; Yongsheng Dong (Neurocomputing, 2018)

Learning binary codes with local and inner data structure. - Shiyuan He; Guo Ye; Mengqiu Hu; Yang Yang 002; Fumin Shen; Heng Tao Shen; Xuelong Li 001 (Neurocomputing, 2018)

Deep neural networks with Elastic Rectified Linear Units for object recognition. - Xiaoheng Jiang; Yanwei Pang; Xuelong Li 001; Jing Pan; Yinghong Xie (Neurocomputing, 2018)

Patient-specific ECG classification by deeper CNN from generic to dedicated. - Yazhao Li; Yanwei Pang; Jian Wang 087; Xuelong Li 001 (Neurocomputing, 2018)

Structure preserving unsupervised feature selection. - Quanmao Lu; Xuelong Li 001; Yongsheng Dong (Neurocomputing, 2018)

Image hashing with color vector angle. - Zhenjun Tang; Xuelong Li 001; Xianquan Zhang; Shichao Zhang 001; Yumin Dai (Neurocomputing, 2018)

Facial feature point detection: A comprehensive survey. - Nannan Wang 001; Xinbo Gao 001; Dacheng Tao; Heng Yang; Xuelong Li 001 (Neurocomputing, 2018)

Feature selection under regularized orthogonal least square regression with optimal scaling. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2018)

A CNN-RNN architecture for multi-label weather recognition. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu; Zhigang Wang 002 (Neurocomputing, 2018)

Fast and Flexible Large Graph Embedding Based on Anchors. - Weizhong Yu; Feiping Nie 001; Fei Wang 008; Rong Wang 001; Xuelong Li 001 (IEEE J. Sel. Top. Signal Process., 2018)

Few-shot decision tree for diagnosis of ultrasound breast tumor using BI-RADS features. - Qinghua Huang; Fan Zhang 094; Xuelong Li 001 (Multim. Tools Appl., 2018)

Multi-modal gated recurrent units for image description. - Xuelong Li 001; Aihong Yuan; Xiaoqiang Lu (Multim. Tools Appl., 2018)

Zero-Shot Learning Using Synthesised Unseen Visual Data with Diffusion Regularisation. - Yang Long 001; Li Liu 004; Fumin Shen; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2018)

Feedback mechanism based iterative metric learning for person re-identification. - Yutao Ren; Xuelong Li 001; Xiaoqiang Lu (Pattern Recognit., 2018)

Unsupervised image saliency detection with Gestalt-laws guided optimization and visual attention based refinement. - Yijun Yan; Jinchang Ren; Genyun Sun; Huimin Zhao 001; Junwei Han 001; Xuelong Li 001; Stephen Marshall; Jin Zhan (Pattern Recognit., 2018)

Auto-weighted 2-dimensional maximum margin criterion. - Han Zhang 012; Feiping Nie 001; Rui Zhang 017; Xuelong Li 001 (Pattern Recognit., 2018)

Extreme-constrained spatial-spectral corner detector for image-level hyperspectral image classification. - Yanshan Li; Jianjie Xu; Rongjie Xia; Qinghua Huang; Weixin Xie; Xuelong Li 001 (Pattern Recognit. Lett., 2018)

Discriminant Analysis with Graph Learning for Hyperspectral Image Classification. - Mulin Chen; Qi Wang 009; Xuelong Li 001 (Remote. Sens., 2018)

Hypergraph dominant set based multi-video summarization. - Zhong Ji; Yuanyuan Zhang; Yanwei Pang; Xuelong Li 001 (Signal Process., 2018)

Secure and privacy-preserving data sharing in the cloud based on lossless image coding. - Fouad Khelifi; Tahar Brahimi; Jungong Han; Xuelong Li 001 (Signal Process., 2018)

Fully Automatic Three-Dimensional Ultrasound Imaging Based on Conventional B-Scan. - Qinghua Huang; Bowen Wu; Jiulong Lan; Xuelong Li 001 (IEEE Trans. Biomed. Circuits Syst., 2018)

Shape-Preserving Object Depth Control for Stereoscopic Images. - Jianjun Lei; Bo Peng 007; Changqing Zhang; Xuguang Mei; Xiaochun Cao; Xiaoting Fan; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

A Feedback-Based Robust Video Stabilization Method for Traffic Videos. - Qiang Ling 001; Sibin Deng; Feng Li 042; Qinghua Huang; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Learning Parts-Based and Global Representation for Image Classification. - Yuwu Lu; Zhihui Lai 001; Xuelong Li 001; David Zhang 001; Wai Keung Wong; Chun Yuan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Incremental Learning With Saliency Map for Moving Object Detection. - Yanwei Pang; Li Ye; Xuelong Li 001; Jing Pan (IEEE Trans. Circuits Syst. Video Technol., 2018)

Object Discovery via Cohesion Measurement. - Guanjun Guo; Hanzi Wang; Wan-Lei Zhao; Yan Yan 001; Xuelong Li 001 (IEEE Trans. Cybern., 2018)

CNNs-Based RGB-D Saliency Detection via Cross-View Transfer and Multiview Fusion. - Junwei Han 001; Hao Chen 011; Nian Liu; Chenggang Yan 001; Xuelong Li 001 (IEEE Trans. Cybern., 2018)

Harmonious Genetic Clustering. - Faliang Huang; Xuelong Li 001; Shichao Zhang 001; Jilian Zhang (IEEE Trans. Cybern., 2018)

Superpixel-Based Foreground Extraction With Fast Adaptive Trimaps. - Xuelong Li 001; Kang Liu 014; Yongsheng Dong (IEEE Trans. Cybern., 2018)

Key Frame Extraction in the Summary Space. - Xuelong Li 001; Bin Zhao 001; Xiaoqiang Lu (IEEE Trans. Cybern., 2018)

Exploring Web Images to Enhance Skin Disease Analysis Under A Computer Vision Framework. - Yingjie Xia; Luming Zhang; Lei Meng 001; Yan Yan 002; Liqiang Nie; Xuelong Li 001 (IEEE Trans. Cybern., 2018)

Exploring Models and Data for Remote Sensing Image Caption Generation. - Xiaoqiang Lu; Binqiang Wang; Xiangtao Zheng; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

A Hybrid Sparsity and Distance-Based Discrimination Detector for Hyperspectral Images. - Xiaoqiang Lu; Wuxia Zhang; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Optimal Clustering Framework for Hyperspectral Band Selection. - Qi Wang 009; Fahong Zhang 003; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

A Coarse-to-Fine Semi-Supervised Change Detection for Multispectral Images. - Wuxia Zhang; Xiaoqiang Lu; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2018)

Video Synopsis in Complex Situations. - Xuelong Li 001; Zhigang Wang 002; Xiaoqiang Lu (IEEE Trans. Image Process., 2018)

Hierarchical Recurrent Neural Hashing for Image Retrieval With Hierarchical Convolutional Features. - Xiaoqiang Lu; Yaxiong Chen; Xuelong Li 001 (IEEE Trans. Image Process., 2018)

Structurally Incoherent Low-Rank Nonnegative Matrix Factorization for Image Classification. - Yuwu Lu; Chun Yuan; Wenwu Zhu 001; Xuelong Li 001 (IEEE Trans. Image Process., 2018)

Auto-Weighted Multi-View Learning for Image Clustering and Semi-Supervised Classification. - Feiping Nie 001; Guohao Cai; Jing Li 009; Xuelong Li 001 (IEEE Trans. Image Process., 2018)

Perceptually Aware Image Retargeting for Mobile Devices. - Yinzuo Zhou; Luming Zhang; Chao Zhang 014; Ping Li 006; Xuelong Li 001 (IEEE Trans. Image Process., 2018)

Discriminative and Orthogonal Subspace Constraints-Based Nonnegative Matrix Factorization. - Xuelong Li 001; Guosheng Cui; Yongsheng Dong (ACM Trans. Intell. Syst. Technol., 2018)

A Review of Co-Saliency Detection Algorithms: Fundamentals, Applications, and Challenges. - Dingwen Zhang; Huazhu Fu; Junwei Han 001; Ali Borji; Xuelong Li 001 (ACM Trans. Intell. Syst. Technol., 2018)

2.5-D Extended Field-of-View Ultrasound. - Qinghua Huang; Zhaozheng Zeng; Xuelong Li 001 (IEEE Trans. Medical Imaging, 2018)

Unsupervised Salient Object Detection via Inferring From Imperfect Saliency Models. - Rong Quan; Junwei Han 001; Dingwen Zhang; Feiping Nie 001; Xueming Qian; Xuelong Li 001 (IEEE Trans. Multim., 2018)