Unsupervised Learning of Human Action Categories in Still Images with Deep Representations. - Yunpeng Zheng; Xuelong Li 001; Xiaoqiang Lu (ACM Trans. Multim. Comput. Commun. Appl., 2020)

OpenMRE: A Numerical Platform for MRE Study. - Bing Nan Li; Xiang Shan; Kui Xiang; Etsuko Kobayashi; Meng Wang 001; Xuelong Li 001 (IEEE Trans. Syst. Man Cybern. Syst., 2020)

New Tight Relaxations of Rank Minimization for Multi-Task Learning. - Wei Chang 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (CIKM, 2021)

Adaptive Feature Weight Learning For Robust Clustering Problem with Sparse Constraint. - Feiping Nie 001; Wei Chang 002; Xuelong Li 001; Jin Xu 014; Gongfu Li (ICASSP, 2021)

Dependence-Guided Multi-View Clustering. - Xia Dong; Danyang Wu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (ICASSP, 2021)

Hyperspectral Image Super-Resolution Via Adjacent Spectral Fusion Strategy. - Qiang Li 042; Qi Wang 009; Xuelong Li 001 (ICASSP, 2021)

Multiple Auxiliary Networks for Single Blind Image Deblurring. - Chen Li 063; Qi Wang 009; Shaoteng Liu; Xuelong Li 001 (ICASSP, 2021)

A Rank-Constrained Clustering Algorithm with Adaptive Embedding. - Shenfei Pei; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (ICASSP, 2021)

Fast Local Representation Learning with Adaptive Anchor Graph. - Canyu Zhang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (ICASSP, 2021)

Effective Gait Feature Extraction Using Temporal Fusion And Spatial Partial. - Yifan Chen; Yang Zhao 021; Xuelong Li 001 (ICIP, 2021)

Progressive Spatio-Temporal Feature Extraction Model For Gait Recognition. - Jingran Su; Yang Zhao 021; Xuelong Li 001 (ICIP, 2021)

Multi-Domain Synchronous Refinement Network for Unsupervised Cross-Domain Person Re-Identification. - Sikai Bai; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (ICME, 2021)

Road Extraction from Satellite Image Via Auxiliary Road Location Prediction. - Jingtao Hu; Qi Wang 009; Xuelong Li 001 (IGARSS, 2021)

Hyperspectral Image Super-Resolution via Multi-Domain Feature Learning. - Qiang Li 042; Qi Wang 009; Xuelong Li 001 (IGARSS, 2021)

Spatial-Spectral Hyperspectral Image Classification Via Multiple Random Anchor Graphs Ensemble Learning. - Yanling Miao; Qi Wang 009; Mulin Chen; Xuelong Li 001 (IGARSS, 2021)

Discrete Multiple Kernel k-means. - Rong Wang 001; Jitao Lu; Yihang Lu; Feiping Nie 001; Xuelong Li 001 (IJCAI, 2021)

GSPL: A Succinct Kernel Model for Group-Sparse Projections Learning of Multiview Data. - Danyang Wu; Jin Xu 014; Xia Dong; Meng Liao; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (IJCAI, 2021)

Tolerating Data Missing in Breast Cancer Diagnosis from Clinical Ultrasound Reports via Knowledge Graph Inference. - Jianing Xi; Liping Ye; Qinghua Huang; Xuelong Li 001 (KDD, 2021)

Third party interventions mitigate conflicts on interdependent networks. - Zhao Song 008; Hao Guo; Danyang Jia; Matjaz Perc; Xuelong Li 001; Zhen Wang 004 (Appl. Math. Comput., 2021)

Triple discriminator generative adversarial network for zero-shot image classification. - Zhong Ji; Jiangtao Yan; Qiang Wang 056; Yanwei Pang; Xuelong Li 001 (Sci. China Inf. Sci., 2021)

Ensemble and Random Collaborative Representation-Based Anomaly Detector for Hyperspectral Imagery. - Rong Wang 001; Wei Feng; Qianrong Zhang; Feiping Nie 001; Zhen Wang 004; Xuelong Li 001 (CoRR, 2021)

Weather GAN: Multi-Domain Weather Translation Using Generative Adversarial Networks. - Xuelong Li 001; Kai Kou; Bin Zhao 001 (CoRR, 2021)

Multi-channel Deep Supervision for Crowd Counting. - Bo Wei; Mulin Chen; Qi Wang 009; Xuelong Li 001 (CoRR, 2021)

Enhanced Principal Component Analysis under A Collaborative-Robust Framework. - Rui Zhang 017; Hongyuan Zhang 001; Xuelong Li 001 (CoRR, 2021)

RayNet: Real-time Scene Arbitrary-shape Text Detection with Multiple Rays. - Chuang Yang 003; Mulin Chen; Qi Wang 009; Xuelong Li 001 (CoRR, 2021)

Auto-weighted Multi-view Feature Selection with Graph Optimization. - Qi Wang 009; Xu Jiang; Mulin Chen; Xuelong Li 001 (CoRR, 2021)

Spatial-Spectral Clustering with Anchor Graph for Hyperspectral Image. - Qi Wang 009; Yanling Miao; Mulin Chen; Xuelong Li 001 (CoRR, 2021)

EA-Net: Edge-Aware Network for Flow-based Video Frame Interpolation. - Bin Zhao 001; Xuelong Li 001 (CoRR, 2021)

Non-Gradient Manifold Neural Network. - Rui Zhang 017; Ziheng Jiao; Hongyuan Zhang 001; Xuelong Li 001 (CoRR, 2021)

Deep Contrastive Graph Representation via Adaptive Homotopy Learning. - Rui Zhang 017; Chengjun Lu; Ziheng Jiao; Xuelong Li 001 (CoRR, 2021)

Unsupervised Domain Adaptive Learning via Synthetic Data for Person Re-identification. - Qi Wang 009; Sikai Bai; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2021)

LDC-Net: A Unified Framework for Localization, Detection and Counting in Dense Crowds. - Qi Wang 009; Tao Han 002; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2021)

Audio-visual Representation Learning for Anomaly Events Detection in Crowds. - Junyu Gao 001; Maoguo Gong; Xuelong Li 001 (CoRR, 2021)

AnchorGAE: General Data Clustering via O(n) Bipartite Graph Convolution. - Hongyuan Zhang 001; Jiankun Shi; Rui Zhang 017; Xuelong Li 001 (CoRR, 2021)

Adaptive Shrink-Mask for Text Detection. - Chuang Yang 003; Mulin Chen; Yuan Yuan 001; Qi Wang 009; Xuelong Li 001 (CoRR, 2021)

Brain MRI super-resolution using coupled-projection residual network. - Chun-Mei Feng 001; Kai Wang 036; Shijian Lu; Yong Xu 001; Xuelong Li 001 (Neurocomputing, 2021)

Learning to detect anomaly events in crowd scenes from synthetic data. - Wei Lin 018; Junyu Gao 001; Qi Wang 009; Xuelong Li 001 (Neurocomputing, 2021)

Two-stream network for infrared and visible images fusion. - Luolin Liu; Mulin Chen; Mingliang Xu 001; Xuelong Li 001 (Neurocomputing, 2021)

Density saliency for clustered building detection and population capacity estimation. - Kang Liu 014; Ju Huang; Mingliang Xu 001; Matjaz Perc; Xuelong Li 001 (Neurocomputing, 2021)

An Efficient Density-based clustering algorithm for face groping. - Shenfei Pei; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2021)

Multi-view clustering with interactive mechanism. - Danyang Wu; Zhanxuan Hu; Feiping Nie 001; Rong Wang 001; Hui Yang 005; Xuelong Li 001 (Neurocomputing, 2021)

Robust hyperspectral unmixing based on dual views with adaptive weights. - Xinxin Zhang; Xuelong Li 001; Yongsheng Dong (Neurocomputing, 2021)

V-LPDR: Towards a unified framework for license plate detection, tracking, and recognition in real-world traffic videos. - Cong Zhang; Qi Wang 009; Xuelong Li 001 (Neurocomputing, 2021)

Robust multi-view fuzzy clustering via softmin. - Hongyuan Zhang 001; Rui Zhang 017; Xuelong Li 001; Yueshen Xu (Neurocomputing, 2021)

WRTRe: Weighted relative position transformer for joint entity and relation extraction. - Wei Zheng 006; Zhen Wang 004; Quanming Yao; Xuelong Li 001 (Neurocomputing, 2021)

Multilevel projections with adaptive neighbor graph for unsupervised multi-view feature selection. - Han Zhang 012; Danyang Wu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Fusion, 2021)

Learning to hash based on angularly discriminative embedding. - Zhanxuan Hu; Shuzheng Hao; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Sci., 2021)

Matrix completion with column outliers and sparse noise. - Ziheng Li; Zhanxuan Hu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Sci., 2021)

Fast local representation learning via adaptive anchor graph for image retrieval. - Canyu Zhang; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (Inf. Sci., 2021)

Denoising-Based Multiscale Feature Fusion for Remote Sensing Image Captioning. - Wei Huang; Qi Wang 009; Xuelong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2021)

Low Rank Regularization: A review. - Zhanxuan Hu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neural Networks, 2021)

A semi-supervised zero-shot image classification method based on soft-target. - Zhong Ji; Qiang Wang 056; Biying Cui; Yanwei Pang; Xianbin Cao 001; Xuelong Li 001 (Neural Networks, 2021)

Towards Robust Discriminative Projections Learning via Non-Greedy $ ell _{2, 1}$ℓ2, 1-Norm MinMax. - Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

NWPU-Crowd: A Large-Scale Benchmark for Crowd Counting and Localization. - Qi Wang 009; Junyu Gao 001; Wei Lin 018; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Large Graph Clustering With Simultaneous Spectral Embedding and Discretization. - Zhen Wang 004; Zhaoqing Li; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Robust Multi-Task Learning With Flexible Manifold Constraint. - Rui Zhang 017; Hongyuan Zhang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Topological optimization of the DenseNet with pretrained-weights inheritance and genetic channel selection. - Zhenyu Fang; Jinchang Ren; Stephen Marshall; Huimin Zhao 001; Song Wang 002; Xuelong Li 001 (Pattern Recognit., 2021)

Weighted bilateral K-means algorithm for fast co-clustering and fast spectral clustering. - Kun Song 001; Xiwen Yao; Feiping Nie 001; Xuelong Li 001; Mingliang Xu 001 (Pattern Recognit., 2021)

Local structured feature learning with dynamic maximum entropy graph. - Zheng Wang 037; Feiping Nie 001; Rong Wang 001; Hui Yang 005; Xuelong Li 001 (Pattern Recognit., 2021)

Joint nonlinear feature selection and continuous values regression network. - Zheng Wang 037; Feiping Nie 001; Canyu Zhang; Rong Wang 001; Xuelong Li 001 (Pattern Recognit. Lett., 2021)

Multi-Directional Multi-Label Learning. - Danyang Wu; Shenfei Pei; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Signal Process., 2021)

Adaptive Flexible Optimal Graph for Unsupervised Dimensionality Reduction. - Hong Chen 015; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Signal Process. Lett., 2021)

Multi-View Clustering Based on Invisible Weights. - Ziheng Li; Danyang Wu; Feiping Nie 001; Rong Wang 001; Zhensheng Sun; Xuelong Li 001 (IEEE Signal Process. Lett., 2021)

Feature Fusion for Multimodal Emotion Recognition Based on Deep Canonical Correlation Analysis. - Ke Zhang 014; Yuanqing Li 003; Jingyu Wang 002; Zhen Wang 004; Xuelong Li 001 (IEEE Signal Process. Lett., 2021)

Background Purification Framework With Extended Morphological Attribute Profile for Hyperspectral Anomaly Detection. - Ju Huang; Kang Liu 014; Mingliang Xu 001; Matjaz Perc; Xuelong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Tilt Correction Toward Building Detection of Remote Sensing Images. - Kang Liu 014; Zhiyu Jiang; Mingliang Xu 001; Matjaz Perc; Xuelong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2021)

Compact Interchannel Sampling Difference Descriptor for Color Texture Classification. - Yongsheng Dong; Mingxin Jin; Xuelong Li 001; Jinwen Ma; Zhonghua Liu; Lin Wang 039; Lintao Zheng (IEEE Trans. Circuits Syst. Video Technol., 2021)

Efficient Selective Context Network for Accurate Object Detection. - Jing Nie 001; Yanwei Pang; Shengjie Zhao 001; Jungong Han; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2021)

Vision-to-Language Tasks Based on Attributes and Attention Mechanism. - Xuelong Li 001; Aihong Yuan; Xiaoqiang Lu (IEEE Trans. Cybern., 2021)

Deeply Encoding Stable Patterns From Contaminated Data for Scenery Image Recognition. - Luming Zhang; Xiaoming Ju; Yongheng Shang; Xuelong Li 001 (IEEE Trans. Cybern., 2021)

Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering. - Yichi Zhang; Chunhua Yang 001; Keke Huang; Marko Jusup; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2021)

Regularized Regression With Fuzzy Membership Embedding for Unsupervised Feature Selection. - Rui Zhang 017; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2021)

Semisupervised Band Selection With Graph Optimization for Hyperspectral Image Classification. - Fang He; Feiping Nie 001; Rong Wang 001; Weimin Jia; Fenggan Zhang; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Exploring the Relationship Between 2D/3D Convolution for Hyperspectral Image Super-Resolution. - Qiang Li 042; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral and Multispectral Image Fusion via Nonlocal Low-Rank Tensor Approximation and Sparse Representation. - Xuelong Li 001; Yue Yuan; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2021)

Truncation Cross Entropy Loss for Remote Sensing Image Captioning. - Xuelong Li 001; Xueting Zhang; Wei Huang; Qi Wang 009 (IEEE Trans. Geosci. Remote. Sens., 2021)

Word-Sentence Framework for Remote Sensing Image Captioning. - Qi Wang 009; Wei Huang; Xueting Zhang; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

A Fast Neighborhood Grouping Method for Hyperspectral Band Selection. - Qi Wang 009; Qiang Li 042; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

SSR-NET: Spatial-Spectral Reconstruction Network for Hyperspectral and Multispectral Image Fusion. - Xueting Zhang; Wei Huang; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2021)

Hyperspectral Image Superresolution Using Spectrum and Feature Context. - Qi Wang 009; Qiang Li 042; Xuelong Li 001 (IEEE Trans. Ind. Electron., 2021)

C2DNDA: A Deep Framework for Nonlinear Dimensionality Reduction. - Qi Wang 009; Zequn Qin; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Ind. Electron., 2021)

TTH-RNN: Tensor-Train Hierarchical Recurrent Neural Network for Video Summarization. - Bin Zhao 001; Xuelong Li 001; Xiaoqiang Lu (IEEE Trans. Ind. Electron., 2021)

Dense Prediction and Local Fusion of Superpixels: A Framework for Breast Anatomy Segmentation in Ultrasound Image With Scarce Data. - Qinghua Huang; Zhaoji Miao; Shichong Zhou; Cai Chang; Xuelong Li 001 (IEEE Trans. Instrum. Meas., 2021)

Few-Shot Human-Object Interaction Recognition With Semantic-Guided Attentive Prototypes Network. - Zhong Ji; Xiyao Liu 002; Yanwei Pang; Wangli Ouyang; Xuelong Li 001 (IEEE Trans. Image Process., 2021)

Multi-View Mouse Social Behaviour Recognition With Deep Graphic Model. - Zheheng Jiang; Feixiang Zhou; Aite Zhao; Xin Li 052; Ling Li 010; Dacheng Tao; Xuelong Li 001; Huiyu Zhou 001 (IEEE Trans. Image Process., 2021)

Hierarchical Edge Refinement Network for Saliency Detection. - Dawei Song 003; Yongsheng Dong; Xuelong Li 001 (IEEE Trans. Image Process., 2021)

A Gated Recurrent Network With Dual Classification Assistance for Smoke Semantic Segmentation. - Feiniu Yuan; Lin Zhang 027; Xue Xia; Qinghua Huang; Xuelong Li 001 (IEEE Trans. Image Process., 2021)

Structured Graph Reconstruction for Scalable Clustering. - Junwei Han 001; Kai Xiong 003; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2021)

Fast Semi-Supervised Learning With Optimal Bipartite Graph. - Fang He; Feiping Nie 001; Rong Wang 001; Haojie Hu; Weimin Jia; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2021)

Component-Based Feature Saliency for Clustering. - Xin Hong; Hailin Li; Paul Miller 003; Jianjiang Zhou; Ling Li 010; Danny Crookes; Yonggang Lu; Xuelong Li 001; Huiyu Zhou 001 (IEEE Trans. Knowl. Data Eng., 2021)

Structured Graph Optimization for Unsupervised Feature Selection. - Feiping Nie 001; Wei Zhu 015; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2021)

Manifold Transfer Learning via Discriminant Regression Analysis. - Yuwu Lu; Wenjing Wang; Chun Yuan; Xuelong Li 001; Zhihui Lai 001 (IEEE Trans. Multim., 2021)

Concept Factorization With Local Centroids. - Mulin Chen; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Robust Matrix Factorization With Spectral Embedding. - Mulin Chen; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Autoencoder Constrained Clustering With Adaptive Neighbors. - Xuelong Li 001; Rui Zhang 017; Qi Wang 009; Hongyuan Zhang 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Unsupervised and Semisupervised Projection With Graph Optimization. - Feiping Nie 001; Xia Dong; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game. - Yuan Yuan 006; Peng Zhang 056; Xuelong Li 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Data Clustering via Uncorrelated Ridge Regression. - Rui Zhang 017; Xuelong Li 001; Tong Wu 006; Yi Zhao 011 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Scalable Multiple Kernel k-means Clustering. - Yihang Lu; Haonan Xin; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (CIKM, 2022)

Self-Paced and Discrete Multiple Kernel k-Means. - Yihang Lu; Xuan Zheng; Jitao Lu; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (CIKM, 2022)

Search to Pass Messages for Temporal Knowledge Graph Completion. - Zhen Wang 004; Haotong Du; Quanming Yao; Xuelong Li 001 (EMNLP (Findings), 2022)

Multiple Kernel K-Means Clustering with Simultaneous Spectral Rotation. - Jitao Lu; Yihang Lu; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (ICASSP, 2022)

A Unified Framework for Discrete Multi-kernel k-means with Kernel Diversity Regularization. - Yihang Lu; Xuan Zheng; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (ICPR, 2022)

A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs. - Chen Chu; Yong Li; Jinzhuo Liu; Shuyue Hu; Xuelong Li 001; Zhen Wang 004 (IJCAI, 2022)

Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach. - Zhen Wang 004; Chunjiang Mu; Shuyue Hu; Chen Chu; Xuelong Li 001 (IJCAI, 2022)

Ensemble of half-space trees for hyperspectral anomaly detection. - Ju Huang; Xuelong Li 001 (Sci. China Inf. Sci., 2022)

Heterogeneous memory enhanced graph reasoning network for cross-modal retrieval. - Zhong Ji; Kexin Chen; Yuqing He; Yanwei Pang; Xuelong Li 001 (Sci. China Inf. Sci., 2022)

Bio-inspired Multi-Sensory Pathway Network for Change Detection. - Kang Liu 014; Xuelong Li 001 (Cogn. Comput., 2022)

Spatio-temporal Gait Feature with Adaptive Distance Alignment. - Yifan Chen; Yang Zhao 021; Xuelong Li 001 (CoRR, 2022)

QSAN: A Near-term Achievable Quantum Self-Attention Network. - Ren-Xin Zhao; Jinjing Shi; Shichao Zhang 001; Xuelong Li 001 (CoRR, 2022)

Deep Manifold Learning with Graph Mining. - Xuelong Li 001; Ziheng Jiao; Hongyuan Zhang 001; Rui Zhang 017 (CoRR, 2022)

Learning in Audio-visual Context: A Review, Analysis, and New Perspective. - Yake Wei; Di Hu 001; Yapeng Tian; Xuelong Li 001 (CoRR, 2022)

Deep Learning Based Two-dimensional Speaker Localization With Large Ad-hoc Microphone Arrays. - Shupei Liu; Yijun Gong; Xiao-Lei Zhang 001; Xuelong Li 001 (CoRR, 2022)

Counting Like Human: Anthropoid Crowd Counting on Modeling the Similarity of Objects. - Qi Wang 009; Juncheng Wang; Junyu Gao 001; Yuan Yuan 001; Xuelong Li 001 (CoRR, 2022)

On the Global Solution of Soft k-Means. - Feiping Nie 001; Hong Chen 015; Rong Wang 001; Xuelong Li 001 (CoRR, 2022)

Robust doubly stochastic graph clustering. - Mulin Chen; Maoguo Gong; Xuelong Li 001 (Neurocomputing, 2022)

Improving 2D object detection with binocular images for outdoor surveillance. - Fuchen Chu; Yanwei Pang; Jiale Cao; Jing Nie 001; Xuelong Li 001 (Neurocomputing, 2022)

Congested crowd instance localization with dilated convolutional swin transformer. - Junyu Gao 001; Maoguo Gong; Xuelong Li 001 (Neurocomputing, 2022)

Effect of state transition triggered by reinforcement learning in evolutionary prisoner's dilemma game. - Hao Guo; Zhen Wang 004; Zhao Song 008; Yuan Yuan 006; Xinyang Deng; Xuelong Li 001 (Neurocomputing, 2022)

Anatomical prior based vertebra modelling for reappearance of human spines. - Qinghua Huang; Hao Luo; Cui Yang; Jianyi Li; Qifeng Deng; Peng Liu 008; Maoqing Fu; Le Li 003; Xuelong Li 001 (Neurocomputing, 2022)

Online association by continuous-discrete appearance similarity measurement for multi-object tracking. - Hongli Li; Yongsheng Dong; Xuelong Li 001 (Neurocomputing, 2022)

Multi-view clustering based on generalized low rank approximation. - Ziheng Li; Zhanxuan Hu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2022)

Semi-supervised learning based on intra-view heterogeneity and inter-view compatibility for image classification. - Shaojun Shi; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2022)

When multi-view classification meets ensemble learning. - Shaojun Shi; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2022)

Reinforcement learning facilitates an optimal interaction intensity for cooperation. - Zhao Song 008; Hao Guo; Danyang Jia; Matjaz Perc; Xuelong Li 001; Zhen Wang 004 (Neurocomputing, 2022)

Capped ℓp-norm linear discriminant analysis for robust projections learning. - Zheng Wang 037; Haojie Hu; Rong Wang 001; Qianrong Zhang; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2022)

Knowledge tensor embedding framework with association enhancement for breast ultrasound diagnosis of limited labeled samples. - Jianing Xi; Zhaoji Miao; Longzhong Liu; Xuebing Yang; Wensheng Zhang 002; Qinghua Huang; Xuelong Li 001 (Neurocomputing, 2022)

Unified dual-label semi-supervised learning with top-k feature selection. - Han Zhang 012; Maoguo Gong; Feiping Nie 001; Xuelong Li 001 (Neurocomputing, 2022)

Hierarchical multimodal transformer to summarize videos. - Bin Zhao 001; Maoguo Gong; Xuelong Li 001 (Neurocomputing, 2022)

Improving projected fuzzy K-means clustering via robust learning. - Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Neurocomputing, 2022)

Human action recognition by multiple spatial clues network. - Xiangtao Zheng; Tengfei Gong; Xiaoqiang Lu; Xuelong Li 001 (Neurocomputing, 2022)

Multi-view clustering with adaptive procrustes on Grassmann manifold. - Xia Dong; Danyang Wu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Sci., 2022)

Fast unsupervised embedding learning with anchor-based graph. - Canyu Zhang; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Inf. Sci., 2022)

Unsupervised Hyperspectral Band Selection Based on Hypergraph Spectral Clustering. - Jingyu Wang 002; Hongmei Wang; Zhenyu Ma; Lin Wang 040; Qi Wang 009; Xuelong Li 001 (IEEE Geosci. Remote. Sens. Lett., 2022)

Robust kernel principal component analysis with optimal mean. - Pei Li; Wenlin Zhang; Chengjun Lu; Rui Zhang 017; Xuelong Li 001 (Neural Networks, 2022)

Multiview Clustering: A Scalable and Parameter-Free Bipartite Graph Fusion Method. - Xuelong Li 001; Han Zhang 012; Rong Wang 001; Feiping Nie 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Adaptive Graph Auto-Encoder for General Data Clustering. - Xuelong Li 001; Hongyuan Zhang 001; Rui Zhang 017 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Truncated Robust Principle Component Analysis With A General Optimization Framework. - Feiping Nie 001; Danyang Wu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Coordinate Descent Method for $k$k-means. - Feiping Nie 001; Jingjing Xue; Danyang Wu; Rong Wang 001; Hui Li; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Fast Locality Discriminant Analysis With Adaptive Manifold Embedding. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Gradient Matters: Designing Binarized Neural Networks via Enhanced Information-Flow. - Qi Wang 009; Nianhui Guo; Zhitong Xiong; Zeping Yin; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Robust Bi-Stochastic Graph Regularized Matrix Factorization for Data Clustering. - Qi Wang 009; Xiang He; Xu Jiang; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Ratio Sum Versus Sum Ratio for Linear Discriminant Analysis. - Jingyu Wang 002; Hongmei Wang; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Reconstructive Sequence-Graph Network for Video Summarization. - Bin Zhao 001; Haopeng Li; Xiaoqiang Lu; Xuelong Li 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Self-weighted learning framework for adaptive locality discriminant analysis. - Wei Chang 002; Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (Pattern Recognit., 2022)

Segmentation information with attention integration for classification of breast tumor in ultrasound image. - Yaozhong Luo; Qinghua Huang; Xuelong Li 001 (Pattern Recognit., 2022)

Self-weighting multi-view spectral clustering based on nuclear norm. - Shaojun Shi; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Pattern Recognit., 2022)

Entropy regularization for unsupervised clustering with adaptive neighbors. - Jingyu Wang 002; Zhenyu Ma; Feiping Nie 001; Xuelong Li 001 (Pattern Recognit., 2022)

Adaptive-order proximity learning for graph-based clustering. - Danyang Wu; Wei Chang 002; Jitao Lu; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Pattern Recognit., 2022)

An attention-based framework for multi-view clustering on Grassmann manifold. - Danyang Wu; Xia Dong; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (Pattern Recognit., 2022)

Covered Style Mining via Generative Adversarial Networks for Face Anti-spoofing. - Yiqiang Wu; Dapeng Tao; Yong Luo 002; Jun Cheng 002; Xuelong Li 001 (Pattern Recognit., 2022)

Global Multi-Scale Information Fusion for Multi-Class Object Counting in Remote Sensing Images. - Junyu Gao 001; Maoguo Gong; Xuelong Li 001 (Remote. Sens., 2022)

Locality Constrained Low Rank Representation and Automatic Dictionary Learning for Hyperspectral Anomaly Detection. - Ju Huang; Kang Liu 014; Xuelong Li 001 (Remote. Sens., 2022)

Eagle-Eye-Inspired Attention for Object Detection in Remote Sensing. - Kang Liu 014; Ju Huang; Xuelong Li 001 (Remote. Sens., 2022)

A general soft-balanced clustering framework based on a novel balance regularizer. - Huimin Chen; Qianrong Zhang; Rong Wang 001; Feiping Nie 001; Xuelong Li 001 (Signal Process., 2022)

Fast Adaptive Local Subspace Learning With Regressive Regularization. - Qiang Chen; Xiaowei Zhao 002; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Signal Process. Lett., 2022)

Context and Difference Enhancement Network for Change Detection. - Dawei Song 003; Yongsheng Dong; Xuelong Li 001 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022)

Balanced Graph Cut With Exponential Inter-Cluster Compactness. - Danyang Wu; Feiping Nie 001; Jitao Lu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Artif. Intell., 2022)

Spatio-Temporal Online Matrix Factorization for Multi-Scale Moving Objects Detection. - Jingyu Wang 002; Yue Zhao; Ke Zhang 014; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Real-Time Video Emotion Recognition Based on Reinforcement Learning and Domain Knowledge. - Ke Zhang 014; Yuanqing Li 003; Jingyu Wang 002; Erik Cambria; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Learning Adaptive Target-and-Surrounding Soft Mask for Correlation Filter Based Visual Tracking. - Ke Zhang 014; Wuwei Wang; Jingyu Wang 002; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Relation Regularized Scene Graph Generation. - Yuyu Guo 001; Lianli Gao; Jingkuan Song; Peng Wang 023; Nicu Sebe; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Locality Adaptive Discriminant Analysis Framework. - Xuelong Li 001; Qi Wang 009; Feiping Nie 001; Mulin Chen (IEEE Trans. Cybern., 2022)

ABSSNet: Attention-Based Spatial Segmentation Network for Traffic Scene Understanding. - Xuelong Li 001; Zhiyuan Zhao 005; Qi Wang 009 (IEEE Trans. Cybern., 2022)

DGIG-Net: Dynamic Graph-in-Graph Networks for Few-Shot Human-Object Interaction. - Xiyao Liu 002; Zhong Ji; Yanwei Pang; Jungong Han; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Robust Matrix Completion With Column Outliers. - Feiping Nie 001; Ziheng Li; Zhanxuan Hu; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Subspace Sparse Discriminative Feature Selection. - Feiping Nie 001; Zheng Wang 037; Lai Tian; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Autoweighted Multiview Feature Selection With Graph Optimization. - Qi Wang 009; Xu Jiang; Mulin Chen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Robust Rank-Constrained Sparse Learning: A Graph-Based Framework for Single View and Multiview Clustering. - Qi Wang 009; Ran Liu; Mulin Chen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Density-Aware Curriculum Learning for Crowd Counting. - Qi Wang 009; Wei Lin 018; Junyu Gao 001; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Progressive Self-Supervised Clustering With Novel Category Discovery. - Jingyu Wang 002; Zhenyu Ma; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Detection of Small Aerial Object Using Random Projection Feature With Region Clustering. - Jingyu Wang 002; Guojun Zhang; Ke Zhang 014; Yue Zhao; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Learning Cross-Modal Common Representations by Private-Shared Subspaces Separation. - Xing Xu 001; Kaiyi Lin; Lianli Gao; Huimin Lu 001; Heng Tao Shen; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Convex Non-Negative Matrix Factorization With Adaptive Graph for Unsupervised Feature Selection. - Aihong Yuan; Mengbo You; Dongjian He; Xuelong Li 001 (IEEE Trans. Cybern., 2022)

Fast Fuzzy Clustering Based on Anchor Graph. - Feiping Nie 001; Chaodie Liu; Rong Wang 001; Zhen Wang 004; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2022)

Iteratively Reweighted Algorithm for Fuzzy $c$-Means. - Jingjing Xue; Feiping Nie 001; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Fuzzy Syst., 2022)

Low-Light Hyperspectral Image Enhancement. - Xuelong Li 001; Guanlin Li; Bin Zhao 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Adaptive Relationship Preserving Sparse NMF for Hyperspectral Unmixing. - Xuelong Li 001; Xinxin Zhang; Yuan Yuan 001; Yongsheng Dong (IEEE Trans. Geosci. Remote. Sens., 2022)

Style Transformation-Based Spatial-Spectral Feature Learning for Unsupervised Change Detection. - Ganchao Liu; Yuan Yuan 001; Yuelin Zhang; Yongsheng Dong; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Multiple Instance Graph Learning for Weakly Supervised Remote Sensing Object Detection. - Binglu Wang; Yongqiang Zhao 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

GCWNet: A Global Context-Weaving Network for Object Detection in Remote Sensing Images. - Yulin Wu; Ke Zhang 014; Jingyu Wang 002; Yezi Wang; Qi Wang 009; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Hyperspectral Unmixing Using Nonlocal Similarity-Regularized Low-Rank Tensor Factorization. - Yuan Yuan 001; Le Dong; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Reweighted Low-Rank and Joint-Sparse Unmixing With Library Pruning. - Xinxin Zhang; Yuan Yuan 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Sparse Unmixing Based on Adaptive Loss Minimization. - Xinxin Zhang; Yuan Yuan 001; Xuelong Li 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

CartoonLossGAN: Learning Surface and Coloring of Images for Cartoonization. - Yongsheng Dong; Wei Tan; Dacheng Tao; Lintao Zheng; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Canonical Correlation Analysis With Low-Rank Learning for Image Representation. - Yuwu Lu; Wenjing Wang; Biqing Zeng; Zhihui Lai 001; Linlin Shen; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Weighted Correlation Embedding Learning for Domain Adaptation. - Yuwu Lu; Qi Zhu 001; Bob Zhang 001; Zhihui Lai 001; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Discrete and Parameter-Free Multiple Kernel k-Means. - Rong Wang 001; Jitao Lu; Yihang Lu; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Graph Convolution RPCA With Adaptive Graph. - Rui Zhang 017; Wenlin Zhang; Pei Li; Xuelong Li 001 (IEEE Trans. Image Process., 2022)

Enhanced Discrete Multi-Modal Hashing: More Constraints Yet Less Time to Learn. - Yong Chen 008; Hui Zhang 028; Zhibao Tian; Jun Wang 012; Dell Zhang; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Multi-View K-Means Clustering With Adaptive Sparse Memberships and Weight Allocation. - Junwei Han 001; Jinglin Xu; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Robust Subspace Clustering With Low-Rank Structure Constraint. - Feiping Nie 001; Wei Chang 002; Zhanxuan Hu; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Adaptive Local Embedding Learning for Semi-Supervised Dimensionality Reduction. - Feiping Nie 001; Zheng Wang 037; Rong Wang 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Unsupervised Large Graph Embedding Based on Balanced and Hierarchical K-Means. - Feiping Nie 001; Wei Zhu 015; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Fuzzy K-Means Clustering With Discriminative Embedding. - Feiping Nie 001; Xiaowei Zhao 002; Rong Wang 001; Xuelong Li 001; Zhihui Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Unsupervised Discriminative Projection for Feature Selection. - Rong Wang 001; Jintang Bian; Feiping Nie 001; Xuelong Li 001 (IEEE Trans. Knowl. Data Eng., 2022)

Evolutionary Markov Dynamics for Network Community Detection. - Zhen Wang 004; Chunyu Wang; Xianghua Li; Chao Gao; Xuelong Li 001; Junyou Zhu (IEEE Trans. Knowl. Data Eng., 2022)

Noise Removal in Embedded Image With Bit Approximation. - Xianquan Zhang; Xuelong Li 001; Zhenjun Tang; Shichao Zhang 001; Shaomin Xie (IEEE Trans. Knowl. Data Eng., 2022)

Discriminative Invariant Alignment for Unsupervised Domain Adaptation. - Yuwu Lu; Desheng Li; Wenjing Wang; Zhihui Lai 001; Jie Zhou 009; Xuelong Li 001 (IEEE Trans. Multim., 2022)

Attention-Emotion-Enhanced Convolutional LSTM for Sentiment Analysis. - Faliang Huang; Xuelong Li 001; Changan Yuan 001; Shichao Zhang 001; Jilian Zhang; Shaojie Qiao (IEEE Trans. Neural Networks Learn. Syst., 2022)