Approximate Low-Rank Projection Learning for Feature Extraction. - Xiaozhao Fang; Na Han; Jigang Wu; Yong Xu 001; Jian Yang 003; Wai Keung Wong; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Regularized Label Relaxation Linear Regression. - Xiaozhao Fang; Yong Xu 001; Xuelong Li 001; Zhihui Lai 001; Wai Keung Wong; Bingwu Fang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Matrix-Regularized Multiple Kernel Learning via (r, p) Norms. - Yina Han; Yixin Yang 001; Xuelong Li 001; Qingyu Liu; Yuanliang Ma (IEEE Trans. Neural Networks Learn. Syst., 2018)

Feature Combination via Clustering. - Jian Hou 001; Huijun Gao; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Cascaded Subpatch Networks for Effective CNNs. - Xiaoheng Jiang; Yanwei Pang; Manli Sun; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

SCE: A Manifold Regularized Set-Covering Method for Data Partitioning. - Xuelong Li 001; Quanmao Lu; Yongsheng Dong; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2018)

Patch Alignment Manifold Matting. - Xuelong Li 001; Kang Liu 014; Yongsheng Dong; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2018)

Person Reidentification Based on Elastic Projections. - Xuelong Li 001; Lina Liu 006; Xiaoqiang Lu (IEEE Trans. Neural Networks Learn. Syst., 2018)

Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks. - Nian Liu; Junwei Han 001; Tianming Liu 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Convolution in Convolution for Network in Network. - Yanwei Pang; Manli Sun; Xiaoheng Jiang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Weakly Supervised Object Detection via Object-Specific Pixel Gradient. - Yunhang Shen; Rongrong Ji; Changhu Wang; Xi Li 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Rank-k 2-D Multinomial Logistic Regression for Matrix Data Classification. - Kun Song 001; Feiping Nie 001; Junwei Han 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Identifying Objective and Subjective Words via Topic Modeling. - Hanqi Wang; Fei Wu 001; Weiming Lu 001; Yi Yang 001; Xi Li 001; Xuelong Li 001; Yueting Zhuang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Local Regression and Global Information-Embedded Dimension Reduction. - Chao Yao; Junwei Han 001; Feiping Nie 001; Fu Xiao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Efficient kNN Classification With Different Numbers of Nearest Neighbors. - Shichao Zhang 001; Xuelong Li 001; Ming Zong; Xiaofeng Zhu 001; Ruili Wang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Self-Weighted Supervised Discriminative Feature Selection. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

Efficient Outlier Detection for High-Dimensional Data. - Huawen Liu; Xuelong Li 001; Jiuyong Li; Shichao Zhang 001 (IEEE Trans. Syst. Man Cybern. Syst., 2018)

Discovery of trading points based on Bayesian modeling of trading rules. - Qinghua Huang; Zhoufan Kong; Yanshan Li; Jie Yang 002; Xuelong Li 001 (World Wide Web, 2018)

A new breast tumor ultrasonography CAD system based on decision tree and BI-RADS features. - Qinghua Huang; Fan Zhang 094; Xuelong Li 001 (World Wide Web, 2018)

A Unified Weight Learning Paradigm for Multi-view Learning. - Lai Tian; Feiping Nie 001; Xuelong Li 001 (AISTATS, 2019)

Triply Supervised Decoder Networks for Joint Detection and Segmentation. - Jiale Cao; Yanwei Pang; Xuelong Li 001 (CVPR, 2019)

Listen to the Image. - Di Hu 001; Dong Wang 028; Xuelong Li 001; Feiping Nie 001; Qi Wang 009 (CVPR, 2019)

Deep Multimodal Clustering for Unsupervised Audiovisual Learning. - Di Hu 001; Feiping Nie 001; Xuelong Li 001 (CVPR, 2019)

Bi-Phase evolutionary biclustering algorithm with the NSGA-II algorithm. - Zhoufan Kong; Qinghua Huang; Xuelong Li 001 (ICARM, 2019)

Classification of liver tumors with CEUS based on 3D-CNN. - Fengxin Pan; Qinghua Huang; Xuelong Li 001 (ICARM, 2019)

A Three-Dimensional Quasi-static Ultrasound Strain Imaging System Using A 6-DoF Robotic Arm. - Jianan Yao; Qinghua Huang; Xuelong Li 001 (ICARM, 2019)

Robust Subspace Clustering by Learning an Optimal Structured Bipartite Graph via Low-rank Representation. - Wei Chang 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (ICASSP, 2019)

Dense Multimodal Fusion for Hierarchically Joint Representation. - Di Hu 001; Chengze Wang; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2019)

Unsupervised Feature Selection Based on Reconstruction Error Minimization. - Sheng Yang; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2019)

Hierarchical Shot Detector. - Jiale Cao; Yanwei Pang; Jungong Han; Xuelong Li 001 (ICCV, 2019)

Feature Sparsity in Convolutional Neural Networks for Scene Classification of Remote Sensing Image. - Wei Huang; Qi Wang 009; Xuelong Li 001 (IGARSS, 2019)

An Introspective Learning Strategy for Remote Sensing Scene Classification. - Jingran Su; Qi Wang 009; Shangdong Chen; Xuelong Li 001 (IGARSS, 2019)

Multi-Scale Cropping Mechanism for Remote Sensing Image Captioning. - Xueting Zhang; Qi Wang 009; Shangdong Chen; Xuelong Li 001 (IGARSS, 2019)

A Multi-Task Architecture for Remote Sensing by Joint Scene Classification and Image Quality Assessment. - Cong Zhang; Qi Wang 009; Xuelong Li 001 (IGARSS, 2019)

K-Multiple-Means: A Multiple-Means Clustering Method with Specified K Clusters. - Feiping Nie 001; Cheng-Long Wang 003; Xuelong Li 001 (KDD, 2019)

Capped $l_1$ -Norm Sparse Representation Method for Graph Clustering. - Mulin Chen; Qi Wang 009; Shangdong Chen; Xuelong Li 001 (IEEE Access, 2019)

Convolutional Edge Constraint-Based U-Net for Salient Object Detection. - Le Han; Xuelong Li 001; Yongsheng Dong (IEEE Access, 2019)

Robust Adaptive Graph Regularized Non-Negative Matrix Factorization. - Xiang He; Qi Wang 009; Xuelong Li 001 (IEEE Access, 2019)

A 3D-CNN and LSTM Based Multi-Task Learning Architecture for Action Recognition. - Xi Ouyang; Shuangjie Xu; Chaoyun Zhang; Pan Zhou 001; Yang Yang 002; Guanghui Liu 001; Xuelong Li 001 (IEEE Access, 2019)

The effect of multigame on cooperation in spatial network. - Zhibin Li; Danyang Jia; Hao Guo; Yini Geng; Chen Shen 006; Zhen Wang 004; Xuelong Li 001 (Appl. Math. Comput., 2019)

Automatic ultrasound scanning system based on robotic arm. - Qinghua Huang; Jiulong Lan; Xuelong Li 001 (Sci. China Inf. Sci., 2019)

Determination of Temporal Stock Investment Styles via Biclustering Trading Patterns. - Jianjun Sun; Qinghua Huang; Xuelong Li 001 (Cogn. Comput., 2019)

Towards Compact ConvNets via Structure-Sparsity Regularized Filter Pruning. - Shaohui Lin; Rongrong Ji; Yuchao Li; Cheng Deng; Xuelong Li 001 (CoRR, 2019)

Learning Feature Sparse Principal Components. - Lai Tian; Feiping Nie 001; Xuelong Li 001 (CoRR, 2019)

GETNET: A General End-to-end Two-dimensional CNN Framework for Hyperspectral Image Change Detection. - Qi Wang 009; Zhenghang Yuan; Qian Du 001; Xuelong Li 001 (CoRR, 2019)

Intrinsic Weight Learning Approach for Multi-view Clustering. - Feiping Nie 001; Jing Li 009; Xuelong Li 001 (CoRR, 2019)

An Iteratively Re-weighted Method for Problems with Sparsity-Inducing Norms. - Feiping Nie 001; Zhanxuan Hu; Xiaoqian Wang 001; Rong Wang 001; Xuelong Li 001; Heng Huang (CoRR, 2019)

Robust and Efficient Fuzzy C-Means Clustering Constrained on Flexible Sparsity. - Jinglin Xu; Junwei Han 001; Feiping Nie 001; Xuelong Li 001 (CoRR, 2019)

Co-occurrence matching of local binary patterns for improving visual adaption and its application to smoke recognition. - Feiniu Yuan; Jinting Shi; Xue Xia; Qinghua Huang; Xuelong Li 001 (IET Comput. Vis., 2019)

Multi-video summarization with query-dependent weighted archetypal analysis. - Zhong Ji; Yuanyuan Zhang; Yanwei Pang; Xuelong Li 001; Jing Pan (Neurocomputing, 2019)

Bidirectional adaptive feature fusion for remote sensing scene classification. - Xiaoqiang Lu; Weijun Ji; Xuelong Li 001; Xiangtao Zheng (Neurocomputing, 2019)

3G structure for image caption generation. - Aihong Yuan; Xuelong Li 001; Xiaoqiang Lu (Neurocomputing, 2019)

Deep smoke segmentation. - Feiniu Yuan; Lin Zhang 027; Xue Xia; Boyang Wan; Qinghua Huang; Xuelong Li 001 (Neurocomputing, 2019)

An efficient framework for unsupervised feature selection. - Han Zhang 012; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2019)

Feature selection with multi-view data: A survey. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001; Xian Wei (Inf. Fusion, 2019)

Query-aware sparse coding for web multi-video summarization. - Zhong Ji; Yaru Ma; Yanwei Pang; Xuelong Li 001 (Inf. Sci., 2019)

Spatiotemporal interest point detector exploiting appearance and motion-variation information. - Yanshan Li; Qingteng Li; Qinghua Huang; Rongjie Xia; Xuelong Li 001 (J. Electronic Imaging, 2019)

Semantic Descriptions of High-Resolution Remote Sensing Images. - Binqiang Wang; Xiaoqiang Lu; Xiangtao Zheng; Xuelong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2019)

Stacked Fisher autoencoder for SAR change detection. - Ganchao Liu; Lingling Li 002; Licheng Jiao; Yongsheng Dong; Xuelong Li 001 (Pattern Recognit., 2019)

Exploiting spatial relation for fine-grained image classification. - Lei Qi 004; Xiaoqiang Lu; Xuelong Li 001 (Pattern Recognit., 2019)

Weather recognition via classification labels and weather-cue maps. - Bin Zhao 001; Lulu Hua; Xuelong Li 001; Xiaoqiang Lu; Zhigang Wang 002 (Pattern Recognit., 2019)

An Efficient Clustering Method for Hyperspectral Optimal Band Selection via Shared Nearest Neighbor. - Qiang Li 042; Qi Wang 009; Xuelong Li 001 (Remote. Sens., 2019)

Unsupervised Deep Noise Modeling for Hyperspectral Image Change Detection. - Xuelong Li 001; Zhenghang Yuan; Qi Wang 009 (Remote. Sens., 2019)

Fusion by synthesizing: A multi-view deep neural network for zero-shot recognition. - Xing Xu 001; Xiang Zhou 005; Fumin Shen; Lianli Gao; Heng Tao Shen; Xuelong Li 001 (Signal Process., 2019)

Hyperspectral Band Selection via Adaptive Subspace Partition Strategy. - Qi Wang 009; Qiang Li 042; Xuelong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019)

A Bilinear Ranking SVM for Knowledge Based Relation Prediction and Classification. - Shengkang Yu; Xi Li 001; Xueyi Zhao; Zhongfei Zhang; Fei Wu 001; Jingdong Wang 001; Yueting Zhuang; Xuelong Li 001 (IEEE Trans. Big Data, 2019)

Multiscale Symmetric Dense Micro-Block Difference for Texture Classification. - Yongsheng Dong; Huangbin Wu; Xuelong Li 001; Chuanqi Zhou; Qingtao Wu (IEEE Trans. Circuits Syst. Video Technol., 2019)

Long-Short-Term Features for Dynamic Scene Classification. - Yuanjun Huang; Xianbin Cao 001; Qi Wang 009; Baochang Zhang 001; Xiantong Zhen; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Structurally Incoherent Low-Rank 2DLPP for Image Classification. - Yuwu Lu; Chun Yuan; Xuelong Li 001; Zhihui Lai 001; David Zhang 001; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2019)

Horizontal and Vertical Nuclear Norm-Based 2DLDA for Image Representation. - Yuwu Lu; Chun Yuan; Zhihui Lai 001; Xuelong Li 001; David Zhang 001; Wai Keung Wong (IEEE Trans. Circuits Syst. Video Technol., 2019)

Visual Haze Removal by a Unified Generative Adversarial Network. - Yanwei Pang; Jin Xie 005; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Describing Video With Attention-Based Bidirectional LSTM. - Yi Bin; Yang Yang 002; Fumin Shen; Ning Xie 003; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2019)

Low-Rank 2-D Neighborhood Preserving Projection for Enhanced Robust Image Representation. - Yuwu Lu; Zhihui Lai 001; Xuelong Li 001; Wai Keung Wong; Chun Yuan; David Zhang 001 (IEEE Trans. Cybern., 2019)

A Hybrid Level Set With Semantic Shape Constraint for Object Segmentation. - Bin Wang 027; Xiuying Yuan; Xinbo Gao 001; Xuelong Li 001; Dacheng Tao (IEEE Trans. Cybern., 2019)

Bi-Phase Evolutionary Searching for Biclusters in Gene Expression Data. - Qinghua Huang; Xianhai Huang; Zhoufan Kong; Xuelong Li 001; Dacheng Tao (IEEE Trans. Evol. Comput., 2019)

Locality and Structure Regularized Low Rank Representation for Hyperspectral Image Classification. - Qi Wang 009; Xiang He; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Scene Classification With Recurrent Attention of VHR Remote Sensing Images. - Qi Wang 009; Shaoteng Liu; Jocelyn Chanussot; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

GETNET: A General End-to-End 2-D CNN Framework for Hyperspectral Image Change Detection. - Qi Wang 009; Zhenghang Yuan; Qian Du 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Scalable Graph-Based Clustering With Nonnegative Relaxation for Large Hyperspectral Image. - Rong Wang 001; Feiping Nie 001; Zhen Wang 004; Fang He; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

A Classification-Based Model for Multi-Objective Hyperspectral Sparse Unmixing. - Xia Xu; Zhenwei Shi; Bin Pan; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Similarity Constrained Convex Nonnegative Matrix Factorization for Hyperspectral Anomaly Detection. - Wuxia Zhang; Xiaoqiang Lu; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2019)

Robotic Arm Based Automatic Ultrasound Scanning for Three-Dimensional Imaging. - Qinghua Huang; Jiulong Lan; Xuelong Li 001 (IEEE Trans. Ind. Informatics, 2019)

Discrete Spectral Hashing for Efficient Similarity Retrieval. - Di Hu 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

Matrix Completion Based on Non-Convex Low-Rank Approximation. - Feiping Nie 001; Zhanxuan Hu; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

A General Framework for Auto-Weighted Feature Selection via Global Redundancy Minimization. - Feiping Nie 001; Sheng Yang; Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

Robust Multiple Rank-k Bilinear Projections for Unsupervised Learning. - Feiping Nie 001; Han Zhang 012; Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

Weakly Supervised Adversarial Domain Adaptation for Semantic Segmentation in Urban Scenes. - Qi Wang 009; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

Joint Learning of Fuzzy k-Means and Nonnegative Spectral Clustering With Side Information. - Rui Zhang 017; Feiping Nie 001; Muhan Guo; Xian Wei; Xuelong Li 001 (IEEE Trans. Image Process., 2019)

CAM-RNN: Co-Attention Model Based RNN for Video Captioning. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu (IEEE Trans. Image Process., 2019)

Efficient Feature Selection via $ ell _{2, 0}$ℓ2, 0-norm Constrained Sparse Regression. - Tianji Pang; Feiping Nie 001; Junwei Han 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2019)

Deep Binary Reconstruction for Cross-Modal Hashing. - Di Hu 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Multim., 2019)

Flexible Affinity Matrix Learning for Unsupervised and Semisupervised Classification. - Xiaozhao Fang; Na Han; Wai Keung Wong; Shaohua Teng; Jigang Wu; Shengli Xie; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Self-Tuned Discrimination-Aware Method for Unsupervised Feature Selection. - Xuelong Li 001; Mulin Chen; Qi Wang 009 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Robust Subspace Clustering by Cauchy Loss Function. - Xuelong Li 001; Quanmao Lu; Yongsheng Dong; Dacheng Tao (IEEE Trans. Neural Networks Learn. Syst., 2019)

Generalized Uncorrelated Regression with Adaptive Graph for Unsupervised Feature Selection. - Xuelong Li 001; Han Zhang 012; Rui Zhang 017; Yun Liu 021; Feiping Nie 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

From Deterministic to Generative: Multimodal Stochastic RNNs for Video Captioning. - Jingkuan Song; Yuyu Guo 001; Lianli Gao; Xuelong Li 001; Alan Hanjalic; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2019)

Spectral Embedded Adaptive Neighbors Clustering. - Qi Wang 009; Zequn Qin; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Hierarchical Feature Selection for Random Projection. - Qi Wang 009; Jia Wan 001; Feiping Nie 001; Bo Liu 006; Chenggang Yan 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Face Sketch Synthesis by Multidomain Adversarial Learning. - Shengchuan Zhang; Rongrong Ji; Jie Hu 018; Xiaoqiang Lu; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Semisupervised Learning With Parameter-Free Similarity of Label and Side Information. - Rui Zhang 017; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Unsupervised Feature Selection via Adaptive Multimeasure Fusion. - Rui Zhang 017; Feiping Nie 001; Yunhai Wang; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2019)

Robust Hierarchical Deep Learning for Vehicular Management. - Qi Wang 009; Jia Wan 001; Xuelong Li 001 (IEEE Trans. Veh. Technol., 2019)

SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition. - Zhong Ji; Xiyao Liu 002; Yanwei Pang; Xuelong Li 001 (AAAI, 2020)

BidNet: Binocular Image Dehazing Without Explicit Disparity Estimation. - Yanwei Pang; Jing Nie 001; Jin Xie 005; Jungong Han; Xuelong Li 001 (CVPR, 2020)

VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results. - Dawei Du; Longyin Wen; Pengfei Zhu 001; Heng Fan 001; Qinghua Hu; Haibin Ling; Mubarak Shah; Junwen Pan; Ali Al-Ali; Amr Mohamed 001; Bakour Imene; Bin Dong 006; et al. (ECCV Workshops (4), 2020)

A Flow Base Bi-path Network for Cross-Scene Video Crowd Understanding in Aerial View. - Zhiyuan Zhao 005; Tao Han 002; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (ECCV Workshops (4), 2020)

Fast Clustering With Co-Clustering Via Discrete Non-Negative Matrix Factorization for Image Identification. - Feiping Nie 001; Shenfei Pei; Rong Wang 001; Xuelong Li 001 (ICASSP, 2020)

KALM: Key Area Localization Mechanism for Abnormality Detection in Musculoskeletal Radiographs. - Wei Huang; Zhitong Xiong; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

Pixel-Level Self-Paced Learning For Super-Resolution. - Wei Lin 018; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

Robust Rank Constrained Sparse Learning: A Graph-Based Method for Clustering. - Ran Liu; Mulin Chen; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

Deep Metric Learning Based On Center-Ranked Loss for Gait Recognition. - Jingran Su; Yang Zhao 021; Xuelong Li 001 (ICASSP, 2020)

Revisiting Fast Spectral Clustering with Anchor Graph. - Cheng-Long Wang 003; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (ICASSP, 2020)

Multi-View Clustering Via Mixed Embedding Approximation. - Danyang Wu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (ICASSP, 2020)

Deep Meta-Relation Network for Visual Few-Shot Learning. - Fahong Zhang 003; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

IQ-STAN: Image Quality Guided Spatio-Temporal Attention Network for License Plate Recognition. - Cong Zhang; Qi Wang 009; Xuelong Li 001 (ICASSP, 2020)

EQ-LPR: Efficient Quality-Aware License Plate Recognition. - Cong Zhang; Qi Wang 009; Xuelong Li 001 (ICIP, 2020)

MFI: Multi-range Feature Interchange for Video Action Recognition. - Sikai Bai; Qi Wang 009; Xuelong Li 001 (ICPR, 2020)

Relationships Excavating of Augmented Feature for Remote Sensing Scene Classification. - Lei Dan; Xuelong Li 001 (IGARSS, 2020)

Hyperspectral and Multispectral Image Fusion Using Non-Convex Relaxation Low Rank and Total Variation Regularization. - Yue Yuan; Qi Wang 009; Xuelong Li 001 (IGARSS, 2020)

Semi-supervised Clustering via Pairwise Constrained Optimal Graph. - Feiping Nie 001; Han Zhang 012; Rong Wang 001; Xuelong Li 001 (IJCAI, 2020)

Discriminative Feature Selection via A Structured Sparse Subspace Learning Module. - Zheng Wang 037; Feiping Nie 001; Lai Tian; Rong Wang 001; Xuelong Li 001 (IJCAI, 2020)

Efficient Clustering Based On A Unified View Of $K$-means And Ratio-cut. - Shenfei Pei; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (NeurIPS, 2020)

Exploring Multi-Level Attention and Semantic Relationship for Remote Sensing Image Captioning. - Zhenghang Yuan; Xuelong Li 001; Qi Wang 009 (IEEE Access, 2020)

Vaccination behavior by coupling the epidemic spreading with the human decision under the game theory. - Xinyu Wang 022; Danyang Jia; Shupeng Gao; Chengyi Xia; Xuelong Li 001; Zhen Wang 004 (Appl. Math. Comput., 2020)

Inferring subgroup-specific driver genes from heterogeneous cancer samples via subspace learning with subgroup indication. - Jianing Xi; Xiguo Yuan; Minghui Wang; Ao Li 001; Xuelong Li 001; Qinghua Huang (Bioinform., 2020)

An evolutionary autoencoder for dynamic community detection. - Zhen Wang 004; Chunyu Wang; Chao Gao; Xuelong Li 001; Xianghua Li (Sci. China Inf. Sci., 2020)

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting. - Qi Wang 009; Junyu Gao 001; Wei Lin 018; Xuelong Li 001 (CoRR, 2020)

Spatial-Spectral Residual Network for Hyperspectral Image Super-Resolution. - Qi Wang 009; Qiang Li 042; Xuelong Li 001 (CoRR, 2020)

A novel route to cyclic dominance in voluntary social dilemmas. - Hao Guo; Zhao Song 008; Suncana Gecek; Xuelong Li 001; Marko Jusup; Matjaz Perc; Yamir Moreno; Stefano Boccaletti; Zhen Wang 004 (CoRR, 2020)

Embedding Graph Auto-Encoder with Joint Clustering via Adjacency Sharing. - Xuelong Li 001; Hongyuan Zhang 001; Rui Zhang 017 (CoRR, 2020)

Graph Convolutional Auto-encoder with Bi-decoder and Adaptive-sharing Adjacency. - Rui Zhang 017; Yunxing Zhang; Xuelong Li 001 (CoRR, 2020)

Muti-view Mouse Social Behaviour Recognition with Deep Graphical Model. - Zheheng Jiang; Feixiang Zhou; Aite Zhao; Xin Li 052; Ling Li 010; Dacheng Tao; Xuelong Li 001; Huiyu Zhou 001 (CoRR, 2020)

BOTD: Bold Outline Text Detector. - Chuang Yang 003; Zhitong Xiong; Mulin Chen; Qi Wang 009; Xuelong Li 001 (CoRR, 2020)

Sparse PCA via $l_{2, p}$-Norm Regularization for Unsupervised Feature Selection. - Zhengxin Li; Feiping Nie 001; Jintang Bian; Xuelong Li 001 (CoRR, 2020)

Ultrasound image de-speckling by a hybrid deep network with transferred filtering and structural prior. - Xiangfei Feng; Qinghua Huang; Xuelong Li 001 (Neurocomputing, 2020)

Multi-view spectral clustering via sparse graph learning. - Zhanxuan Hu; Feiping Nie 001; Wei Chang 002; Shuzheng Hao; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2020)

Classification of breast ultrasound with human-rating BI-RADS scores using mined diagnostic patterns and optimized neuro-network. - Qinghua Huang; Zhaoji Miao; Jiawei Li; Longzhong Liu; Xuelong Li 001 (Neurocomputing, 2020)

Toward improving ECG biometric identification using cascaded convolutional neural networks. - Yazhao Li; Yanwei Pang; Kongqiao Wang; Xuelong Li 001 (Neurocomputing, 2020)

Decision Tree SVM: An extension of linear SVM for non-linear classification. - Feiping Nie 001; Wei Zhu 015; Xuelong Li 001 (Neurocomputing, 2020)

Auto-weighted multi-view clustering via spectral embedding. - Shaojun Shi; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2020)

Deep reinforcement learning based lane detection and localization. - Zhiyuan Zhao 005; Qi Wang 009; Xuelong Li 001 (Neurocomputing, 2020)

Learning blur invariant binary descriptor for face recognition. - Chen Zhao 009; Xuelong Li 001; Yongsheng Dong (Neurocomputing, 2020)

Multi-view spectral clustering via integrating nonnegative embedding and spectral embedding. - Zhanxuan Hu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Fusion, 2020)

Hyperspectral and Multispectral Image Fusion Based on Band Simulation. - Xuelong Li 001; Yue Yuan; Qi Wang 009 (IEEE Geosci. Remote. Sens. Lett., 2020)

Segmentation of breast ultrasound image with semantic classification of superpixels. - Qinghua Huang; Yonghao Huang; Yaozhong Luo; Feiniu Yuan; Xuelong Li 001 (Medical Image Anal., 2020)

Low-rank discriminative regression learning for image classification. - Yuwu Lu; Zhihui Lai 001; Wai Keung Wong; Xuelong Li 001 (Neural Networks, 2020)

Detecting Coherent Groups in Crowd Scenes by Multiview Clustering. - Qi Wang 009; Mulin Chen; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2020)

Supervised deep hashing with a joint deep network. - Yaxiong Chen; Xiaoqiang Lu; Xuelong Li 001 (Pattern Recognit., 2020)

Auto-weighted multi-view co-clustering via fast matrix factorization. - Feiping Nie 001; Shaojun Shi; Xuelong Li 001 (Pattern Recognit., 2020)

Stacked squeeze-and-excitation recurrent residual network for visual-semantic matching. - Haoran Wang 004; Zhong Ji; Zhigang Lin; Yanwei Pang; Xuelong Li 001 (Pattern Recognit., 2020)

Cross-modal guidance based auto-encoder for multi-video summarization. - Zhong Ji; Yuxiao Zhao; Yanwei Pang; Xuelong Li 001 (Pattern Recognit. Lett., 2020)

Mixed 2D/3D Convolutional Network for Hyperspectral Image Super-Resolution. - Qiang Li 042; Qi Wang 009; Xuelong Li 001 (Remote. Sens., 2020)

Capped ℓp-Norm LDA for Outliers Robust Dimension Reduction. - Zheng Wang 037; Feiping Nie 001; Canyu Zhang; Rong Wang 001; Xuelong Li 001 (IEEE Signal Process. Lett., 2020)

Double-Attentive Principle Component Analysis. - Danyang Wu; Han Zhang 012; Feiping Nie 001; Rong Wang 001; Chao Yang; Xiaoxue Jia; Xuelong Li 001 (IEEE Signal Process. Lett., 2020)

High-Level Semantic Networks for Multi-Scale Object Detection. - Jiale Cao; Yanwei Pang; Shengjie Zhao 001; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

PCC Net: Perspective Crowd Counting via Spatial Convolutional Network. - Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Double Relaxed Regression for Image Classification. - Na Han; Jigang Wu; Xiaozhao Fang; Wai Keung Wong; Yong Xu 001; Jian Yang 003; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Video Summarization With Attention-Based Encoder-Decoder Networks. - Zhong Ji; Kailin Xiong; Yanwei Pang; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

A Survey of Human Action Analysis in HRI Applications. - Yanli Ji; Yang Yang 002; Fumin Shen; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Unsupervised Video Action Clustering via Motion-Scene Interaction Constraint. - Bo Peng 007; Jianjun Lei; Huazhu Fu; Changqing Zhang; Tat-Seng Chua; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2020)

Robust Flexible Preserving Embedding. - Yuwu Lu; Wai Keung Wong; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

Submanifold-Preserving Discriminant Analysis With an Auto-Optimized Graph. - Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

Spectral Clustering by Joint Spectral Embedding and Spectral Rotation. - Yanwei Pang; Jin Xie 005; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

Ternary Adversarial Networks With Self-Supervision for Zero-Shot Cross-Modal Retrieval. - Xing Xu 001; Huimin Lu 001; Jingkuan Song; Yang Yang 002; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

Canonical Correlation Analysis With L2, 1-Norm for Multiview Data Representation. - Meixiang Xu; Zhenfeng Zhu; Xingxing Zhang 001; Yao Zhao 001; Xuelong Li 001 (IEEE Trans. Cybern., 2020)

Automated Trading Point Forecasting Based on Bicluster Mining and Fuzzy Inference. - Qinghua Huang; Jie Yang 002; Xiangfei Feng; Alan Wee-Chung Liew; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2020)

Deep Fuzzy K-Means With Adaptive Loss and Entropy Regularization. - Rui Zhang 017; Xuelong Li 001; Hongyuan Zhang 001; Feiping Nie 001 (IEEE Trans. Fuzzy Syst., 2020)

Nonlocal Graph Convolutional Networks for Hyperspectral Image Classification. - Lichao Mou; Xiaoqiang Lu; Xuelong Li 001; Xiao Xiang Zhu 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Multiple Features and Isolation Forest-Based Fast Anomaly Detector for Hyperspectral Imagery. - Rong Wang 001; Feiping Nie 001; Zhen Wang 004; Fang He; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Hyperspectral Band Selection via Optimal Neighborhood Reconstruction. - Qi Wang 009; Fahong Zhang 003; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2020)

Meta Learning for Task-Driven Video Summarization. - Xuelong Li 001; Hongli Li; Yongsheng Dong (IEEE Trans. Ind. Electron., 2020)

Taking a Look at Small-Scale Pedestrians and Occluded Pedestrians. - Jiale Cao; Yanwei Pang; Jungong Han; Bolin Gao; Xuelong Li 001 (IEEE Trans. Image Process., 2020)

Projective Double Reconstructions Based Dictionary Learning Algorithm for Cross-Domain Recognition. - Na Han; Jigang Wu; Xiaozhao Fang; Shaohua Teng; Guoxu Zhou; Shengli Xie; Xuelong Li 001 (IEEE Trans. Image Process., 2020)

Latent Elastic-Net Transfer Learning. - Na Han; Jigang Wu; Xiaozhao Fang; Shengli Xie; Shanhua Zhan; Kan Xie; Xuelong Li 001 (IEEE Trans. Image Process., 2020)

Quantifying and Detecting Collective Motion in Crowd Scenes. - Xuelong Li 001; Mulin Chen; Qi Wang 009 (IEEE Trans. Image Process., 2020)

Hierarchical Feature Fusion Network for Salient Object Detection. - Xuelong Li 001; Dawei Song 003; Yongsheng Dong (IEEE Trans. Image Process., 2020)

Discriminative and Uncorrelated Feature Selection With Constrained Spectral Analysis in Unsupervised Learning. - Xuelong Li 001; Han Zhang 012; Rui Zhang 017; Feiping Nie 001 (IEEE Trans. Image Process., 2020)

Siamese Local and Global Networks for Robust Face Tracking. - Yuankai Qi; Shengping Zhang; Feng Jiang 001; Huiyu Zhou 001; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Image Process., 2020)

A Wave-Shaped Deep Neural Network for Smoke Density Estimation. - Feiniu Yuan; Lin Zhang 027; Xue Xia; Qinghua Huang; Xuelong Li 001 (IEEE Trans. Image Process., 2020)

Unsupervised Feature Selection Via Data Reconstruction and Side Information. - Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Image Process., 2020)

Adaptive Local Linear Discriminant Analysis. - Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Zhen Wang 004; Xuelong Li 001 (ACM Trans. Knowl. Discov. Data, 2020)

On Combining Biclustering Mining and AdaBoost for Breast Tumor Classification. - Qinghua Huang; Yongdong Chen; Longzhong Liu; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2020)

Adaptive Consistency Propagation Method for Graph Clustering. - Xuelong Li 001; Mulin Chen; Qi Wang 009 (IEEE Trans. Knowl. Data Eng., 2020)

Discrimination-Aware Projected Matrix Factorization. - Xuelong Li 001; Mulin Chen; Qi Wang 009 (IEEE Trans. Knowl. Data Eng., 2020)

Semi-Supervised Learning with Auto-Weighting Feature and Adaptive Graph. - Feiping Nie 001; Shaojun Shi; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2020)

Multiview Semi-Supervised Learning Model for Image Classification. - Feiping Nie 001; Lai Tian; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2020)

Parameter-Free Weighted Multi-View Projected Clustering with Structured Graph Learning. - Rong Wang 001; Feiping Nie 001; Zhen Wang 004; Haojie Hu; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2020)

Multi-View Scaling Support Vector Machines for Classification and Feature Selection. - Jinglin Xu; Junwei Han 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2020)

Transferable Linear Discriminant Analysis. - Na Han; Jigang Wu; Xiaozhao Fang; Jie Wen 001; Shanhua Zhan; Shengli Xie; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Fast Semisupervised Learning With Bipartite Graph for Large-Scale Data. - Fang He; Feiping Nie 001; Rong Wang 001; Xuelong Li 001; Weimin Jia (IEEE Trans. Neural Networks Learn. Syst., 2020)

Toward Compact ConvNets via Structure-Sparsity Regularized Filter Pruning. - Shaohui Lin; Rongrong Ji; Yuchao Li; Cheng Deng; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Adaptive Hashing With Sparse Matrix Factorization. - Huawen Liu; Xuelong Li 001; Shichao Zhang 001; Qi Tian 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Supervised Dimensionality Reduction Methods via Recursive Regression. - Yun Liu 021; Rui Zhang 017; Feiping Nie 001; Xuelong Li 001; Chris Ding (IEEE Trans. Neural Networks Learn. Syst., 2020)

Discrete Deep Hashing With Ranking Optimization for Image Retrieval. - Xiaoqiang Lu; Yaxiong Chen; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Siamese Dilated Inception Hashing With Intra-Group Correlation Enhancement for Image Retrieval. - Xiaoqiang Lu; Yaxiong Chen; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Self-Weighted Clustering With Adaptive Neighbors. - Feiping Nie 001; Danyang Wu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

SRSC: Selective, Robust, and Supervised Constrained Feature Representation for Image Classification. - Guo-Sen Xie; Zheng Zhang 006; Li Liu 004; Fan Zhu 001; Xu-Yao Zhang; Ling Shao 001; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Adaptive Robust Low-Rank 2-D Reconstruction With Steerable Sparsity. - Rui Zhang 017; Han Zhang 012; Xuelong Li 001; Feiping Nie 001 (IEEE Trans. Neural Networks Learn. Syst., 2020)

Property-Constrained Dual Learning for Video Summarization. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu (IEEE Trans. Neural Networks Learn. Syst., 2020)

Recovering Network Structures Based on Evolutionary Game Dynamics via Secure Dimensional Reduction. - Lei Shi 004; Chen Shen 006; Qi Shi; Zhen Wang 004; Jianhua Zhao; Xuelong Li 001; Stefano Boccaletti (IEEE Trans. Netw. Sci. Eng., 2020)