Quality Measures of Fingerprint Images. - LinLin Shen; Alex ChiChung Kot; Wai Mun Koo (AVBPA, 2001)

Combining Wavelets with HMM for Face Recognition. - Li Bai 001; Linlin Shen (SGAI Conf. (Applications), 2003)

Gabor Feature Based Face Recognition Using Kernel Methods. - LinLin Shen; Li Bai 001 (FGR, 2004)

Facial recognition/verification using gabor wavelets and kernel methods. - LinLin Shen; Li Bai 001; Phil D. Picton (ICIP, 2004)

Face Authentication Test on the BANCA Database. - Kieron Messer; Josef Kittler; Mohammad Sadeghi 001; Miroslav Hamouz; Alexey Kostin; Fabien Cardinaux; Sébastien Marcel; Samy Bengio; Conrad Sanderson; Jacek Czyz; Luc Vandendorpe; Chris McCool; et al. (ICPR (4), 2004)

Gabor Wavelets and Kernel Direct Discriminant Analysis for Face Recognition. - LinLin Shen; Li Bai 001 (ICPR (1), 2004)

Kernel Enhanced Informative Gabor Features for Face Recognition. - LinLin Shen; Li Bai 001 (BMVC, 2005)

InfoBoost for Selecting Discriminative Gabor Features. - Li Bai 001; LinLin Shen (CAIP, 2005)

Gabor Feature Selection for Face Recognition Using Improved AdaBoost Learning. - LinLin Shen; Li Bai 001; Daniel Bardsley; Yangsheng Wang (IWBRS, 2005)

A Novel Eye Location Algorithm based on Radial Symmetry Transform. - Li Bai 001; LinLin Shen; Yan Wang 084 (ICPR (3), 2006)

3D Gabor Wavelets for Evaluating Medical Image Registration Algorithms. - LinLin Shen; Dorothee Auer; Li Bai 001 (MIAR, 2006)

Information Theory for Gabor Feature Selection for Face Recognition. - LinLin Shen; Li Bai 001 (EURASIP J. Adv. Signal Process., 2006)

A review on Gabor wavelets for face recognition. - LinLin Shen; Li Bai 001 (Pattern Anal. Appl., 2006)

MutualBoost learning for selecting Gabor features for face recognition. - LinLin Shen; Li Bai 001 (Pattern Recognit. Lett., 2006)

Tuning Kernel Parameters with Different Gabor Features for Face Recognition. - LinLin Shen; Zhen Ji; Li Bai 001 (ICIC (2), 2007)

Influence of Wavelet Frequency and Orientation in an SVM-Based Parallel Gabor PCA Face Verification System. - Ángel Serrano 002; Isaac Martín de Diego; Cristina Conde; Enrique Cabello; LinLin Shen; Li Bai 001 (IDEAL, 2007)

Fusion of Support Vector Classifiers for Parallel Gabor Methods Applied to Face Verification. - Ángel Serrano 002; Isaac Martín de Diego; Cristina Conde; Enrique Cabello; Li Bai 001; LinLin Shen (MCS, 2007)

Parallel gabor PCA with fusion of SVM scores for face verification. - Ángel Serrano 002; Cristina Conde; Isaac Martín de Diego; Enrique Cabello; Li Bai 001; LinLin Shen (VISAPP (2), 2007)

A SVM Face Recognition Method Based on Optimized Gabor Features. - LinLin Shen; Li Bai 001; Zhen Ji (VISUAL, 2007)

Gabor wavelets and General Discriminant Analysis for face identification and verification. - LinLin Shen; Li Bai 001; Michael C. Fairhurst (Image Vis. Comput., 2007)

3D Gabor wavelets for evaluating SPM normalization algorithm. - LinLin Shen; Li Bai 001 (Medical Image Anal., 2008)

Local Gabor Binary Pattern Whitened PCA: A Novel Approach for Face Recognition from Single Image Per Person. - Hieu V. Nguyen; Li Bai 001; LinLin Shen (ICB, 2009)

Erratum to "3D Gabor wavelets for evaluating SPM normalization algorithm". - LinLin Shen; Li Bai 001; Dorothee Auer (Medical Image Anal., 2009)

Factored principal components analysis, with applications to face recognition. - Ian L. Dryden; Li Bai 001; Christopher J. Brignell; LinLin Shen (Stat. Comput., 2009)

Sparse nonnegative matrix factorization with the elastic net. - Weixiang Liu; Songfeng Zheng; Sen Jia 001; LinLin Shen; Xianghua Fu (BIBM, 2010)

Directional binary code with application to PolyU near-infrared face database. - Baochang Zhang 001; Lei Zhang 006; David Zhang 001; LinLin Shen (Pattern Recognit. Lett., 2010)

Face Recognition with Directional Local Binary Patterns. - LinLin Shen; Jinwen He (CCBR, 2011)

Face Recognition from Visible and Near-Infrared Images Using Boosted Directional Binary Code. - LinLin Shen; Jinwen He; Shipei Wu; Songhao Zheng (ICIC (2), 2011)

PSO based memetic algorithm for face recognition Gabor filters selection. - Jiarui Zhou; Zhen Ji; LinLin Shen; Zexuan Zhu; Siping Chen (Memetic Computing, 2011)

Differentiated security levels for personal identifiable information in identity management system. - Jianyong Chen; Guihua Wu; LinLin Shen; Zhen Ji (Expert Syst. Appl., 2011)

An Immune-Inspired Evolution Strategy for Constrained Optimization Problems. - Jianyong Chen; Qiuzhen Lin; LinLin Shen (Int. J. Artif. Intell. Tools, 2011)

Fpcode: an Efficient Approach for Multi-Modal Biometrics. - LinLin Shen; Li Bai 001; Zhen Ji (Int. J. Pattern Recognit. Artif. Intell., 2011)

Three-Dimensional Gabor Wavelets for Pixel-Based Hyperspectral Imagery Classification. - LinLin Shen; Sen Jia 001 (IEEE Trans. Geosci. Remote. Sens., 2011)

Hyperspectral face recognition using 3D Gabor wavelets. - LinLin Shen; Songhao Zheng (ICPR, 2012)

Memetic Three-Dimensional Gabor Feature Extraction for Hyperspectral Imagery Classification. - Zexuan Zhu; LinLin Shen; Yiwen Sun; Shan He 001; Zhen Ji (ICSI (1), 2012)

Band selection-based Gabor wavelet feature extraction for hyperspectral imagery classification. - Sen Jia 001; Linlin Shen; Lin Deng (WHISPERS, 2012)

Embedded Palmprint Recognition System Using OMAP 3530. - Linlin Shen; Shipei Wu; Songhao Zheng; Zhen Ji (Sensors, 2012)

Unsupervised Band Selection for Hyperspectral Imagery Classification Without Manual Band Removal. - Sen Jia 001; Zhen Ji; Yuntao Qian; Linlin Shen (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

A Boosted Cascade of Directional Local Binary Patterns for Multispectral Palmprint Recognition. - LinLin Shen; Bojie Liu; Jinwen He (CCBR, 2013)

The BeiHang Keystroke Dynamics Authentication System. - Juan Liu; Baochang Zhang 001; LinLin Shen; Jianzhuang Liu; Jason Zhao (CoRR, 2013)

Discriminative Gabor Feature Selection for Hyperspectral Image Classification. - LinLin Shen; Zexuan Zhu; Sen Jia 001; Jiasong Zhu; Yiwen Sun (IEEE Geosci. Remote. Sens. Lett., 2013)

Robust Face Recognition via Facial Disguise Learning. - Meng Yang 001; Linlin Shen (CCPR (2), 2014)

An effective collaborative representation algorithm for hyperspectral image classification. - Sen Jia 001; Lin Deng; LinLin Shen (ICME, 2014)

Coding 3D Gabor Features for Hyperspectral Palmprint Recognition. - LinLin Shen; Wenfeng Wu; Sen Jia 001; Zhenhuan Guo (ICMB, 2014)

Cooperative and Geometric Learning Algorithm (CGLA) for path planning of UAVs with limited information. - Baochang Zhang 001; Wanquan Liu; Zhili Mao; Jianzhuang Liu; LinLin Shen (Autom., 2014)

The BeiHang Keystroke Dynamics Systems, Databases and baselines. - Juan Liu; Baochang Zhang 001; Haoran Zeng; LinLin Shen; Jianzhuang Liu; Jason Zhao (Neurocomputing, 2014)

HEp-2 image classification using intensity order pooling based features and bag of words. - LinLin Shen; Jiaming Lin; Shengyin Wu; Shiqi Yu 001 (Pattern Recognit., 2014)

A Two-Stage Feature Selection Framework for Hyperspectral Image Classification Using Few Labeled Samples. - Sen Jia 001; Zexuan Zhu; Linlin Shen; Qingquan Li (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

Robust local representation for face recognition with single sample per person. - Xing Wang 012; Meng Yang 001; LinLin Shen; Heyou Chang (ACPR, 2015)

Feature-Based 3D Reconstruction Model for Close-Range Objects and Its Application to Human Finger. - Feng Liu 013; Linlin Shen; David Zhang 001 (CCCV (2), 2015)

Structured Regularized Robust Coding for Face Recognition. - Meng Yang 001; Tiancheng Song; Feng Liu 013; Linlin Shen (CCCV (2), 2015)

Local Variation Joint Representation for Face Recognition with Single Sample per Person. - Meng Yang 001; Tiancheng Song; Shiqi Yu 001; Linlin Shen (CCCV (2), 2015)

Joint regularized nearest points for image set based face recognition. - Meng Yang 001; Weiyang Liu; LinLin Shen (FG, 2015)

Band selection for Gabor feature based hyperspectral palmprint recognition. - Linlin Shen; Ziyi Dai; Sen Jia 001; Meng Yang 001; Zhihui Lai 001; Shiqi Yu 001 (ICB, 2015)

Facial memorability prediction fusing geometric and texture features. - Ziyi Dai; Zehua Pan; Yewei Wu; Linlin Shen; Qibin Hou (ICIA, 2015)

Orthogonal self-guided similarity preserving projections. - Xiaozhao Fang; Yong Xu 001; Zheng Zhang 006; Zhihui Lai 001; Linlin Shen (ICIP, 2015)

Gabor feature based dictionary fusion for hyperspectral imagery classification. - Sen Jia 001; Jie Hu 004; Guihua Tang; Linlin Shen; Lin Deng (IGARSS, 2015)

Dictionary Pair Learning with Block-Diagonal Structure for Image Classification. - Meng Yang 001; Weixin Luo; Linlin Shen (IScIDE (1), 2015)

Hyperspectral image classification using Fisher criterion-based Gabor cube selection and multi-task joint sparse representation. - Sen Jia 001; Yao Xie 001; Linlin Shen; Lin Deng (WHISPERS, 2015)

Study on novel Curvature Features for 3D fingerprint recognition. - Feng Liu 013; David Zhang 001; LinLin Shen (Neurocomputing, 2015)

Joint representation and pattern learning for robust face recognition. - Meng Yang 001; Pengfei Zhu 001; Feng Liu 013; Linlin Shen (Neurocomputing, 2015)

Three-dimensional Gabor feature extraction for hyperspectral imagery classification using a memetic framework. - Zexuan Zhu; Sen Jia 001; Shan He 001; Yiwen Sun; Zhen Ji; LinLin Shen (Inf. Sci., 2015)

Globally rotation invariant multi-scale co-occurrence local binary pattern. - Xianbiao Qi; LinLin Shen; Guoying Zhao 001; Qingquan Li; Matti Pietikäinen (Image Vis. Comput., 2015)

An Uneven Illumination Correction Algorithm for Optical Remote Sensing Images Covered with Thin Clouds. - Xiaole Shen; Qingquan Li; Yingjie Tian 003; LinLin Shen (Remote. Sens., 2015)

Visual-Patch-Attention-Aware Saliency Detection. - Muwei Jian; Kin-Man Lam 001; Junyu Dong; Linlin Shen (IEEE Trans. Cybern., 2015)

Gabor Feature-Based Collaborative Representation for Hyperspectral Imagery Classification. - Sen Jia 001; LinLin Shen; Qingquan Li (IEEE Trans. Geosci. Remote. Sens., 2015)

Analysis-Synthesis Dictionary Learning for Universality-Particularity Representation Based Classification. - Meng Yang 001; Weiyang Liu; Weixin Luo; Linlin Shen (AAAI, 2016)

Sample Diversity, Discriminative and Comprehensive Dictionary Learning for Face Recognition. - Guojun Lin; Meng Yang 001; Linlin Shen; Weicheng Xie 001; Zhonglong Zheng (CCBR, 2016)

Deep convolutional neural network based HEp-2 cell classification. - Xi Jia; LinLin Shen; Xiande Zhou; Shiqi Yu 001 (ICPR, 2016)

HEp-2 specimen classification with fully convolutional network. - Yuexiang Li; LinLin Shen; Xiande Zhou; Shiqi Yu 001 (ICPR, 2016)

View invariant gait recognition using only one uniform model. - Shiqi Yu 001; Qing Wang; LinLin Shen; Yongzhen Huang (ICPR, 2016)

Joint Community and Structural Hole Spanner Detection via Harmonic Modularity. - Lifang He 001; Chun-Ta Lu; Jiaqi Ma 001; Jianping Cao; Linlin Shen; Philip S. Yu (KDD, 2016)

Luminance Adaptive Biomarker Detection in Digital Pathology Images. - Jingxin Liu; Guoping Qiu; LinLin Shen (MIUA, 2016)

Spatio-Temporal Tensor Analysis for Whole-Brain fMRI Classification. - Guixiang Ma; Lifang He 001; Chun-Ta Lu; Philip S. Yu; Linlin Shen; Ann B. Ragin (SDM, 2016)

Object Specific Deep Learning Feature and Its Application to Face Detection. - Xianxu Hou; Ke Sun 006; Linlin Shen; Guoping Qiu (CoRR, 2016)

LOAD: Local orientation adaptive descriptor for texture and material classification. - Xianbiao Qi; Guoying Zhao 001; Linlin Shen; Qingquan Li; Matti Pietikäinen (Neurocomputing, 2016)

Reconstruction of normal and albedo of convex Lambertian objects by solving ambiguity matrices using SVD and optimization method. - Yujuan Sun; Muwei Jian; Xiaofeng Zhang 003; Junyu Dong; Linlin Shen; Beijing Chen (Neurocomputing, 2016)

Structured regularized robust coding for face recognition. - Xing Wang 012; Meng Yang 001; Linlin Shen (Neurocomputing, 2016)

Robust object representation by boosting-like deep learning architecture. - Lei Wang 018; Baochang Zhang 001; Jungong Han; Linlin Shen; Chengshan Qian (Signal Process. Image Commun., 2016)

Gabor Cube Selection Based Multitask Joint Sparse Representation for Hyperspectral Image Classification. - Sen Jia 001; Jie Hu 004; Yao Xie 001; LinLin Shen; Xiuping Jia; Qingquan Li (IEEE Trans. Geosci. Remote. Sens., 2016)

Positive and negative HEp-2 image classification fusing global and local features. - Jiancan Zhou; Yuexiang Li; Xiande Zhou; Linlin Shen (CISP-BMEI, 2017)

Fusing 3D Gabor and Block-Wise Spatial Features for Hyperspectral Palmprint Recognition. - Mian Li 003; Weicheng Xie 001; Linlin Shen (CCBR, 2017)

Feature Guided Fingerprint Pore Matching. - Feng Liu 013; Yuanhao Zhao; Linlin Shen (CCBR, 2017)

Synthesis and Recognition of Internet Celebrity Face Based on Deep Learning. - Jiancan Zhou; Guohang Zeng; Jia He 011; Xi Jia; Linlin Shen (CCBR, 2017)

Multi-way Multi-level Kernel Modeling for Neuroimaging Classification. - Lifang He 001; Chun-Ta Lu; Hao Ding 003; Shen Wang 005; Linlin Shen; Philip S. Yu; Ann B. Ragin (CVPR, 2017)

Gabor phase feature-based hyperspectral imagery classification. - Sen Jia 001; Huimin Xie; Lin Deng; Linlin Shen (ICME, 2017)

Kernelized Support Tensor Machines. - Lifang He 001; Chun-Ta Lu; Guixiang Ma; Shen Wang 005; LinLin Shen; Philip S. Yu; Ann B. Ragin (ICML, 2017)

HEp-2 cell classification based on a Deep Autoencoding-Classification convolutional neural network. - Jingxin Liu; Bolei Xu; LinLin Shen; Jon Garibaldi; Guoping Qiu (ISBI, 2017)

A Deep Residual Inception Network for HEp-2 Cell Classification. - Yuexiang Li; Linlin Shen (DLMIA/ML-CDS@MICCAI, 2017)

Deep Learning Based Multimodal Brain Tumor Diagnosis. - Yuexiang Li; Linlin Shen (BrainLes@MICCAI, 2017)

Object specific deep feature and its application to face detection. - Xianxu Hou; Jiasong Zhu; Ke Sun 006; LinLin Shen; Guoping Qiu (MVA, 2017)

Deep Feature Consistent Variational Autoencoder. - Xianxu Hou; LinLin Shen; Ke Sun 006; Guoping Qiu (WACV, 2017)

Skin Lesion Classification using Class Activation Map. - Xi Jia; Linlin Shen (CoRR, 2017)

Invariant feature extraction for gait recognition using only one uniform model. - Shiqi Yu 001; Haifeng Chen; Qing Wang; Linlin Shen; Yongzhen Huang (Neurocomputing, 2017)

Joint regularized nearest points for image set based face recognition. - Meng Yang 001; Xing Wang 012; Weiyang Liu; Linlin Shen (Image Vis. Comput., 2017)

Joint and collaborative representation with local adaptive convolution feature for face recognition with single sample per person. - Meng Yang 001; Xing Wang 012; Guohang Zeng; Linlin Shen (Pattern Recognit., 2017)

Active AU Based Patch Weighting for Facial Expression Recognition. - Weicheng Xie 001; Linlin Shen; Meng Yang 001; Zhihui Lai 001 (Sensors, 2017)

Rotational Invariant Dimensionality Reduction Algorithms. - Zhihui Lai 001; Yong Xu 001; Jian Yang 003; Linlin Shen; David Zhang 001 (IEEE Trans. Cybern., 2017)

HEp-2 Specimen Image Segmentation and Classification Using Very Deep Fully Convolutional Network. - Yuexiang Li; Linlin Shen; Shiqi Yu 001 (IEEE Trans. Medical Imaging, 2017)

A Novel Transient Wrinkle Detection Algorithm and Its Application for Expression Synthesis. - Weicheng Xie 001; Linlin Shen; Jianmin Jiang (IEEE Trans. Multim., 2017)

Output Constraint Transfer for Kernelized Correlation Filter in Tracking. - Baochang Zhang 001; Zhigang Li; Xianbin Cao 001; Qixiang Ye; Chen Chen 001; Linlin Shen; Alessandro Perina; Rongrong Ji (IEEE Trans. Syst. Man Cybern. Syst., 2017)

Fusing Multiple Deep Features for Face Anti-spoofing. - Yan Tang; Xing Wang 012; Xi Jia; Linlin Shen (CCBR, 2018)

Fingerprint Pore Extraction Using Convolutional Neural Networks and Logical Operation. - Yuanhao Zhao; Feng Liu 013; Linlin Shen (CCBR, 2018)

Human Behaviour-Based Automatic Depression Analysis Using Hand-Crafted Statistics and Deep Learned Spectral Features. - Siyang Song; Linlin Shen; Michel F. Valstar (FG, 2018)

Hand-Crafted Feature Guided Deep Learning for Facial Expression Recognition. - Guohang Zeng; Jiancan Zhou; Xi Jia; Weicheng Xie 001; Linlin Shen (FG, 2018)

A Self-Organizing Tensor Architecture for Multi-view Clustering. - Lifang He 001; Chun-Ta Lu; Yong Chen 016; Jiawei Zhang 001; Linlin Shen; Philip S. Yu; Fei Wang 001 (ICDM, 2018)

Adaptive convolution local and global learning for class-level joint representation of face recognition with single sample per person. - Wei Wen; Xing Wang 012; Linlin Shen; Meng Yang 001 (ICPR, 2018)

GT-Net: A Deep Learning Network for Gastric Tumor Diagnosis. - Yuexiang Li; Xinpeng Xie; Shaoxiong Liu; Xuechen Li 001; Linlin Shen (ICTAI, 2018)

Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification. - Siyang Song; Shuimei Zhang; Björn W. Schuller; Linlin Shen; Michel F. Valstar (IJCNN, 2018)

Deep learning based gastric cancer identification. - Yuexiang Li; Xuechen Li 001; Xinpeng Xie; Linlin Shen (ISBI, 2018)

Optic Disc and Fovea Detection Using Multi-Stage Region-Based Convolutional Neural Network. - Xuechen Li 001; Linlin Shen; Jiang Duan (ISICDM, 2018)

Robust Segmentation of Nucleus in Histopathology Images via Mask R-CNN. - Xinpeng Xie; Yuexiang Li; Menglu Zhang; Linlin Shen (BrainLes@MICCAI (1), 2018)

cC-GAN: A Robust Transfer-Learning Framework for HEp-2 Specimen Image Segmentation. - Yuexiang Li; Linlin Shen (IEEE Access, 2018)

Active Learning for Breast Cancer Identification. - Xinpeng Xie; Yuexiang Li; Linlin Shen (CoRR, 2018)

Reversed Active Learning based Atrous DenseNet for Pathological Image Classification. - Yuexiang Li; Xinpeng Xie; Linlin Shen; Shaoxiong Liu (CoRR, 2018)

Texture Deformation Based Generative Adversarial Networks for Face Editing. - Wenting Chen; Xinpeng Xie; Xi Jia; Linlin Shen (CoRR, 2018)

Object Specific Deep Feature for Face Detection. - Xianxu Hou; Jiasong Zhu; Ke Sun 006; Linlin Shen; Guoping Qiu (IEICE Trans. Inf. Syst., 2018)

Open snake model based on global guidance field for embryo vessel location. - Weicheng Xie 001; Jinming Duan 001; Linlin Shen; Yuexiang Li; Meng Yang 001; Guojun Lin (IET Comput. Vis., 2018)

Joint Bayesian guided metric learning for end-to-end face verification. - Di Chen; Chunyan Xu; Jian Yang 003; Jianjun Qian; Yuhui Zheng; Linlin Shen (Neurocomputing, 2018)

Robust and discriminative dictionary learning for face recognition. - Guojun Lin; Meng Yang 001; Linlin Shen; Mingzhong Yang; Mei Xie (Int. J. Wavelets Multiresolution Inf. Process., 2018)

Facial expression synthesis with direction field preservation based mesh deformation and lighting fitting based wrinkle mapping. - Weicheng Xie 001; Linlin Shen; Meng Yang 001; Jianmin Jiang (Multim. Tools Appl., 2018)

Robust, discriminative and comprehensive dictionary learning for face recognition. - Guojun Lin; Meng Yang 001; Jian Yang 003; Linlin Shen; Weicheng Xie 001 (Pattern Recognit., 2018)

Deep cross residual network for HEp-2 cell staining pattern classification. - Linlin Shen; Xi Jia; Yuexiang Li (Pattern Recognit., 2018)

Skin Lesion Analysis towards Melanoma Detection Using Deep Learning Network. - Yuexiang Li; Linlin Shen (Sensors, 2018)

A 3-D Gabor Phase-Based Coding and Matching Framework for Hyperspectral Imagery Classification. - Sen Jia 001; Linlin Shen; Jiasong Zhu; Qingquan Li (IEEE Trans. Cybern., 2018)

A Solitary Feature-Based Lung Nodule Detection Approach for Chest X-Ray Radiographs. - Xuechen Li 001; Linlin Shen; Suhuai Luo (IEEE J. Biomed. Health Informatics, 2018)

Low-Rank Linear Embedding for Image Recognition. - Yudong Chen 002; Zhihui Lai 001; Wai Keung Wong; Linlin Shen; Qinghua Hu (IEEE Trans. Multim., 2018)

Clustering-Based Adaptive Dropout for CNN-Based Classification. - Zhiwei Wen; Zhiwei Ke; Weicheng Xie 001; Linlin Shen (ACPR (1), 2019)

PNet: An Efficient Network for Pneumonia Detection. - Zhongliang Li; Juan Yu; Xuechen Li 001; Yingqi Li; Weicai Dai; Linlin Shen; Lisha Mou; Zuhui Pu (CISP-BMEI, 2019)

Face Analysis for Coronary Heart Disease Diagnosis. - Shisong Lin; Xiaodong Zhuang; Shiyun Huang; Yahui Liu; Linlin Shen; Xinxue Liao (CISP-BMEI, 2019)

Hybrid Labels for Brain Tumor Segmentation. - Parvez Ahmad; Saqib Qamar; Seyed Raein Hashemi; Linlin Shen (BrainLes@MICCAI (2), 2019)

Latent Spatial Features Based on Generative Adversarial Networks for Face Anti-spoofing. - Jingtian Xia; Yan Tang; Xi Jia; Linlin Shen; Zhihui Lai 001 (CCBR, 2019)

Local Feature Tensor Based Deep Learning for 3D Face Recognition. - Shisong Lin; Feng Liu 013; Yahui Liu; Linlin Shen (FG, 2019)

Local Normalization Based BN Layer Pruning. - Yuan Liu; Xi Jia; Linlin Shen; Zhong Ming 001; Jinming Duan 001 (ICANN (2), 2019)

Dynamic Facial Models for Video-Based Dimensional Affect Estimation. - Siyang Song; Enrique Sánchez-Lozano; Mani Kumar Tellamekala; Linlin Shen; Alan Johnston; Michel F. Valstar (ICCV Workshops, 2019)

Disentangled Feature Based Adversarial Learning for Facial Expression Recognition. - Mengchao Bai; Weicheng Xie 001; Linlin Shen (ICIP, 2019)

Introspective Gan for Meshface Recognition. - Wenting Chen; Linlin Shen; Zhihui Lai 001 (ICIP, 2019)

Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition. - Yi Tian; Zhiwei Wen; Weicheng Xie 001; Xi Zhang; Linlin Shen; Jinming Duan 001 (ICIP, 2019)

DEEPPOREID: An Effective Pore Representation Descriptor in Direct Pore Matching. - Yuanhao Zhao; Guojie Liu; Feng Liu 013; Linlin Shen; Qin Li (ICIP, 2019)

SwitchGAN for Multi-domain Facial Image Translation. - Yuanlue Zhu; Mengchao Bai; Linlin Shen; Zhiwei Wen (ICME, 2019)

Bladder Cancer Multi-Class Segmentation in MRI With Pyramid-In-Pyramid Network. - Jingxin Liu; Libo Liu; Bolei Xu; Xianxu Hou; Bozhi Liu; Xin Chen 003; Linlin Shen; Guoping Qiu (ISBI, 2019)

Look, Investigate, and Classify: A Deep Hybrid Attention Method for Breast Cancer Classification. - Bolei Xu; Jingxin Liu; Xianxu Hou; Bozhi Liu; Jon Garibaldi; Ian O. Ellis; Andy Green 001; Linlin Shen; Guoping Qiu (ISBI, 2019)

Adversarial Feature Distillation for Facial Expression Recognition. - Mengchao Bai; Xi Jia; Weicheng Xie 001; Linlin Shen (PRICAI (3), 2019)

Texture Deformation Based Generative Adversarial Networks for Multi-domain Face Editing. - Wenting Chen; Xinpeng Xie; Xi Jia; Linlin Shen (PRICAI (1), 2019)

Robust Locally Discriminant Analysis via Capped Norm. - Zhihui Lai 001; Ning Liu; Linlin Shen; Heng Kong (IEEE Access, 2019)

Integrating Handcrafted and Deep Features for Optical Coherence Tomography Based Retinal Disease Classification. - Xuechen Li 001; Linlin Shen; Meixiao Shen; Connor S. Qiu (IEEE Access, 2019)

Reverse active learning based atrous DenseNet for pathological image classification. - Yuexiang Li; Xinpeng Xie; Linlin Shen; Shaoxiong Liu (BMC Bioinform., 2019)

Improved softmax loss for deep learning-based face and expression recognition. - Jiancan Zhou; Xi Jia; Linlin Shen; Zhenkun Wen; Zhong Ming 001 (Cogn. Comput. Syst., 2019)

HEp-Net: a smaller and better deep-learning network for HEp-2 cell classification. - Yuexiang Li; Linlin Shen (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2019)

Inferring Dynamic Representations of Facial Actions from a Still Image. - Siyang Song; Enrique Sánchez-Lozano; Linlin Shen; Alan Johnston; Michel F. Valstar (CoRR, 2019)

Improving variational autoencoder with deep feature consistent and generative adversarial training. - Xianxu Hou; Ke Sun 006; Linlin Shen; Guoping Qiu (Neurocomputing, 2019)

Deep learning based early stage diabetic retinopathy detection using optical coherence tomography. - Xuechen Li 001; Linlin Shen; Meixiao Shen; Fan Tan; Connor S. Qiu (Neurocomputing, 2019)

Hybrid CMOS-Memristive Convolutional computation for on-chip learning. - Yang Zhang 012; Menglin Cui; Yang Liu; Linlin Shen (Neurocomputing, 2019)

Binary sparse signal recovery algorithms based on logic observation. - Xiao-Li Hu; Jiajun Wen 001; Zhihui Lai 001; Wai Keung Wong; Linlin Shen (Pattern Recognit., 2019)

Sparse deep feature learning for facial expression recognition. - Weicheng Xie 001; Xi Jia; Linlin Shen; Meng Yang 001 (Pattern Recognit., 2019)

UP-CNN: Un-pooling augmented convolutional neural network. - Chunyan Xu; Jian Yang 003; Hanjiang Lai; Junbin Gao; Linlin Shen; Shuicheng Yan (Pattern Recognit. Lett., 2019)

Generalized Robust Regression for Jointly Sparse Subspace Learning. - Zhihui Lai 001; Dongmei Mo; Jiajun Wen 001; Linlin Shen; Wai Keung Wong (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)

Group-Wise Dynamic Dropout Based on Latent Semantic Variations. - Zhiwei Ke; Zhiwei Wen; Weicheng Xie 001; Yi Wang 017; Linlin Shen (AAAI, 2020)

Backbone Based Feature Enhancement for Object Detection. - Haoqin Ji; Weizeng Lu; Linlin Shen (ACCV (3), 2020)

Context Aware 3D UNet for Brain Tumor Segmentation. - Parvez Ahmad; Saqib Qamar; Linlin Shen; Adnan Saeed (BrainLes@MICCAI (1), 2020)

HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation. - Saqib Qamar; Parvez Ahmad; Linlin Shen (BrainLes@MICCAI (2), 2020)

Automatic Primary Gross Tumor Volume Segmentation for Nasopharyngeal Carcinoma using ResSE-UNet. - Zhihao Jin; Xuechen Li 001; Linlin Shen; Jinyi Lang; Jie Li; Junxiang Wu; Peng Xu; Jiang Duan (CBMS, 2020)

Wavelet Integrated CNNs for Noise-Robust Image Classification. - Qiufu Li; Linlin Shen; Sheng Guo 005; Zhihui Lai 001 (CVPR, 2020)

Geometry Constrained Weakly Supervised Object Localization. - Weizeng Lu; Xi Jia; Weicheng Xie 001; Linlin Shen; Yicong Zhou; Jinming Duan 001 (ECCV (26), 2020)

Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (ECCV (20), 2020)

Feature map masking based single-stage face detection. - Xi Zhang; Junliang Chen 002; Weicheng Xie 001; Linlin Shen (IJCB, 2020)

Analyzing Facial Temporal Patterns for Face Anti-Spoofing. - Jingtian Xia; Siyang Song; Yan Tang; Linlin Shen (ICCPR, 2020)

Cervical Cell Detection Benchmark with Effective Feature Representation. - Menglu Zhang; Linlin Shen (ICCSIP, 2020)

Feature Embedding Based Text Instance Grouping for Largely Spaced and Occluded Text Detection. - Pan Gao; Qi Wan; Renwu Gao; LinLin Shen (ICPR, 2020)

SATGAN: Augmenting Age Biased Dataset for Cross-Age Face Recognition. - Wenshuang Liu; Wenting Chen; Yuanlue Zhu; Linlin Shen (ICPR, 2020)

One-stage Multi-task Detector for 3D Cardiac MR Imaging. - Weizeng Lu; Xi Jia; Wei Chen 092; Nicoló Savioli; Antonio de Marvao; Linlin Shen; Declan P. O'Regan; Jinming Duan 001 (ICPR, 2020)

Self-supervised learning of Dynamic Representations for Static Images. - Siyang Song; Enrique Sanchez; Linlin Shen; Michel F. Valstar (ICPR, 2020)

Group-wise Feature Orthogonalization and Suppression for GAN based Facial Attribute Translation. - Zhiwei Wen; Haoqian Wu; Weicheng Xie 001; Linlin Shen (ICPR, 2020)

Pose-aware Multi-feature Fusion Network for Driver Distraction Recognition. - Mingyan Wu; Xi Zhang; Linlin Shen; Hang Yu (ICPR, 2020)

Split and Merge: Component Based Segmentation Network for Text Detection. - Pan Gao; Qi Wan; Linlin Shen (ICPRAI, 2020)

CycleGAN-Based Image Translation for Near-Infrared Camera-Trap Image Recognition. - Renwu Gao; Siting Zheng; Jia He 011; Linlin Shen (ICPRAI, 2020)

TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. - Wenting Chen; Shuang Yu; Junde Wu; Kai Ma 002; Cheng Bian; Chunyan Chu; Linlin Shen; Yefeng Zheng 001 (MICCAI (5), 2020)

MI2GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (MICCAI (2), 2020)

Instance-Aware Self-supervised Learning for Nuclei Segmentation. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (MICCAI (5), 2020)

Multi-resolution convolutional networks for chest X-ray radiograph based lung nodule detection. - Xuechen Li 001; Linlin Shen; Xinpeng Xie; Shiyun Huang; Zhien Xie; Xian Hong; Juan Yu (Artif. Intell. Medicine, 2020)

MI^2GAN: Generative Adversarial Network for Medical Image Domain Adaptation using Mutual Information Constraint. - Xinpeng Xie; Jiawei Chen 009; Yuexiang Li; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2020)

Translate the Facial Regions You Like Using Region-Wise Normalization. - Wenshuang Liu; Wenting Chen; Linlin Shen (CoRR, 2020)

GuidedStyle: Attribute Knowledge Guided Style Manipulation for Semantic Face Editing. - Xianxu Hou; Xiaokang Zhang; Linlin Shen; Zhihui Lai 001; Jun Wan 005 (CoRR, 2020)

Robust and high-security fingerprint recognition system using optical coherence tomography. - Feng Liu 013; Guojie Liu; Qijun Zhao; Linlin Shen (Neurocomputing, 2020)

Fingerprint pore matching using deep features. - Feng Liu 013; Yuanhao Zhao; Guojie Liu; Linlin Shen (Pattern Recognit., 2020)

Adaptive Convolution Local and Global Learning for Class-Level Joint Representation of Facial Recognition With a Single Sample Per Data Subject. - Meng Yang 001; Wei Wen; Xing Wang 012; Linlin Shen; Guangwei Gao (IEEE Trans. Inf. Forensics Secur., 2020)

A Multi-Organ Nucleus Segmentation Challenge. - Neeraj Kumar 002; Ruchika Verma; Deepak Anand; Yanning Zhou 001; Omer Fahri Onder; Efstratios Tsougenis; Hao Chen 011; Pheng-Ann Heng; Jiahui Li 005; Zhiqiang Hu; Yunzhi Wang; Navid Alemi Koohbanani; et al. (IEEE Trans. Medical Imaging, 2020)

3D Neuron Reconstruction in Tangled Neuronal Image With Deep Networks. - Qiufu Li; Linlin Shen (IEEE Trans. Medical Imaging, 2020)

Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification. - Bolei Xu; Jingxin Liu; Xianxu Hou; Bozhi Liu; Jon Garibaldi; Ian O. Ellis; Andy Green 001; Linlin Shen; Guoping Qiu (IEEE Trans. Medical Imaging, 2020)

Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles. - Bo Huang; Zhiwei Ke; Yi Wang 017; Wei Wang 011; Linlin Shen; Feng Liu 013 (AAAI, 2021)

Translate the Facial Regions You Like Using Self-Adaptive Region Translation. - Wenshuang Liu; Wenting Chen; Zhanjia Yang; Linlin Shen (AAAI, 2021)

A Contrastive Learning-based PPC-UNet for Colorectal Histopathology Whole Slide Image Segmentation. - Yuxuan Wang; Xuechen Li 001; Jingxin Liu; Linlin Shen; Kunming Sun; Suying Wang (BIBM, 2021)

MS UNet: Multi-scale 3D UNet for Brain Tumor Segmentation. - Parvez Ahmad; Saqib Qamar; Linlin Shen; Syed Qasim Afser Rizvi; Aamir Ali; Girija Chetty (BrainLes@MICCAI (2), 2021)

Classification and Localization Consistency Regularized Student-Teacher Network for Semi-supervised Cervical Cell Detection. - Menglu Zhang; Xuechen Li 001; Linlin Shen (CBMS, 2021)

One-Class Face Anti-spoofing Based on Attention Auto-encoder. - Xiaobin Huang; Jingtian Xia; Linlin Shen (CCBR, 2021)

FS-Net: Fast Shape-Based Network for Category-Level 6D Object Pose Estimation With Decoupled Rotation Mechanism. - Wei Chen 092; Xi Jia; Hyung Jin Chang; Jinming Duan 001; Linlin Shen; Ales Leonardis (CVPR, 2021)

Self-Attention Based Text Knowledge Mining for Text Detection. - Qi Wan; Haoqin Ji; Linlin Shen (CVPR, 2021)

Selective Multi-scale Learning for Object Detection. - Junliang Chen 002; Weizeng Lu; Linlin Shen (ICANN (2), 2021)

PointFace: Point Set Based Feature Learning for 3D Face Recognition. - Changyuan Jiang; Shisong Lin; Wei Chen 092; Feng Liu 013; Linlin Shen (IJCB, 2021)

High Quality Facial Data Synthesis and Fusion for 3D Low-quality Face Recognition. - Shisong Lin; Changyuan Jiang; Feng Liu 013; Linlin Shen (IJCB, 2021)

RamFace: Race Adaptive Margin Based Face Recognition for Racial Bias Mitigation. - Zhanjia Yang; Xiangping Zhu; Changyuan Jiang; Wenshuang Liu; Linlin Shen (IJCB, 2021)

Imperceptible adversarial attack with entropy feature and segmentation-based constraint. - Rongdong Li; Qinliang Lin; Yinglong Fu; Weicheng Xie 001; Linlin Shen (ICCPR, 2021)

Group-wise Inhibition based Feature Regularization for Robust Classification. - Haozhe Liu; Haoqian Wu; Weicheng Xie 001; Feng Liu 013; Linlin Shen (ICCV, 2021)

Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization. - Jinheng Xie; Cheng Luo; Xiangping Zhu; Ziqi Jin; Weizeng Lu; Linlin Shen (ICCV, 2021)

Multi-scale Attention-Based Feature Pyramid Networks for Object Detection. - Xiaodong Zhao; Junliang Chen 002; Minmin Liu; Kai Ye 004; Linlin Shen (ICIG (1), 2021)

Delving into the Scale Variance Problem in Object Detection. - Junliang Chen 002; Xiaodong Zhao; Linlin Shen (ICTAI, 2021)

Selective Adversarial Adaptation Learning via Exclusive Regularization for Partial Domain Adaptation. - Ping Li 021; Linlin Shen; Hefei Ling; Lei Wu 010; Qian Wang 001; Chuang Zhao 001 (IJCNN, 2021)

GazeFlow: Gaze Redirection with Normalizing Flows. - Yong Wu; Hanbang Liang; Xianxu Hou; Linlin Shen (IJCNN, 2021)

Think About Boundary: Fusing Multi-level Boundary Information for Landmark Heatmap Regression. - Jinheng Xie; Jun Wan 005; Linlin Shen; Zhihui Lai 001 (IJCNN, 2021)

SSFlow: Style-guided Neural Spline Flows for Face Image Manipulation. - Hanbang Liang; Xianxu Hou; Linlin Shen (ACM Multimedia, 2021)

Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation. - Zilong Shao; Siyang Song; Shashank Jaiswal; Linlin Shen; Michel F. Valstar; Hatice Gunes (ACM Multimedia, 2021)

OP-convNet: A Patch Classification-Based Framework for CT Vertebrae Segmentation. - Syed Furqan Qadri; Linlin Shen; Mubashir Ahmad; Salman Qadri; Syeda Shamaila Zareen; Salabat Khan (IEEE Access, 2021)

Intelligent flow control algorithm for microservice system. - Yudong Li 001; Yuqing Zhang; Zhangbing Zhou; Linlin Shen (Cogn. Comput. Syst., 2021)

Deep learning based neuronal soma detection and counting for Alzheimer's disease analysis. - Qiufu Li; Yu Zhang; Hanbang Liang; Hui Gong; Liang Jiang; Qiong Liu; Linlin Shen (Comput. Methods Programs Biomed., 2021)

Dense Encoder-Decoder-Based Architecture for Skin Lesion Segmentation. - Saqib Qamar; Parvez Ahmad; Linlin Shen (Cogn. Comput., 2021)

MixSearch: Searching for Domain Generalized Medical Image Segmentation Architectures. - Luyan Liu; Zhiwei Wen; Songwei Liu; Hong-Yu Zhou; Hongwei Zhu; Weicheng Xie 001; Linlin Shen; Kai Ma 002; Yefeng Zheng 001 (CoRR, 2021)

3D WaveUNet: 3D Wavelet Integrated Encoder-Decoder Network for Neuron Segmentation. - Qiufu Li; Linlin Shen (CoRR, 2021)

Taming Self-Supervised Learning for Presentation Attack Detection: In-Image De-Folding and Out-of-Image De-Mixing. - Haozhe Liu; Zhe Kong; Raghavendra Ramachandra; Feng Liu 013; Linlin Shen; Christoph Busch 001 (CoRR, 2021)

Manifold-preserved GANs. - Haozhe Liu; Hanbang Liang; Xianxu Hou; Haoqian Wu; Feng Liu 013; Linlin Shen (CoRR, 2021)

Learning Graph Representation of Person-specific Cognitive Processes from Audio-visual Behaviours for Automatic Personality Recognition. - Siyang Song; Zilong Shao; Shashank Jaiswal; Linlin Shen; Michel F. Valstar; Hatice Gunes (CoRR, 2021)

Face Presentation Attack Detection using Taskonomy Feature. - Wentian Zhang; Haozhe Liu; Raghavendra Ramachandra; Feng Liu 013; Linlin Shen; Christoph Busch 001 (CoRR, 2021)

Imbalanced data learning by minority class augmentation using capsule adversarial networks. - Pourya Shamsolmoali; Masoumeh Zareapoor; Linlin Shen; Abdul Hamid Sadka; Jie Yang 002 (Neurocomputing, 2021)

Robust facial landmark detection by cross-order cross-semantic deep network. - Jun Wan 005; Zhihui Lai 001; Linlin Shen; Jie Zhou 009; Can Gao; Gang Xiao; Xianxu Hou (Neural Networks, 2021)

Surrogate network-based sparseness hyper-parameter optimization for deep expression recognition. - Weicheng Xie 001; Wenting Chen; Linlin Shen; Jinming Duan 001; Meng Yang 001 (Pattern Recognit., 2021)

Two-dimensional jointly sparse robust discriminant regression. - Zhihui Lai 001; Zhuozhen Yu; Heng Kong; Linlin Shen (Signal Process. Image Commun., 2021)

Locality Preserving Robust Regression for Jointly Sparse Subspace Learning. - Ning Liu; Zhihui Lai 001; Xuechen Li 001; Yudong Chen 002; Dongmei Mo; Heng Kong; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2021)

Adaptive Weighting of Handcrafted Feature Losses for Facial Expression Recognition. - Weicheng Xie 001; Linlin Shen; Jinming Duan 001 (IEEE Trans. Cybern., 2021)

Memristive Quantized Neural Networks: A Novel Approach to Accelerate Deep Learning On-Chip. - Yang Zhang 012; Menglin Cui; Linlin Shen; Zhigang Zeng (IEEE Trans. Cybern., 2021)

Memristive Fuzzy Deep Learning Systems. - Yang Zhang 012; Menglin Cui; Linlin Shen; Zhigang Zeng (IEEE Trans. Fuzzy Syst., 2021)

WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification. - Qiufu Li; Linlin Shen; Sheng Guo 005; Zhihui Lai 001 (IEEE Trans. Image Process., 2021)

One-Class Fingerprint Presentation Attack Detection Using Auto-Encoder Network. - Feng Liu 013; Haozhe Liu; Wentian Zhang; Guojie Liu; Linlin Shen (IEEE Trans. Image Process., 2021)

Orthogonalization-Guided Feature Fusion Network for Multimodal 2D+3D Facial Expression Recognition. - Shisong Lin; Mengchao Bai; Feng Liu 013; Linlin Shen; Yicong Zhou (IEEE Trans. Multim., 2021)

Left and Right Ventricular Segmentation Based on 3D Region-Aware U-Net. - Xiaoting Huang; Wenjie Chen; Xueting Liu 001; Huisi Wu; Zhenkun Wen; Linlin Shen (CBMS, 2022)

Dual Fusion Mass Detector for Mammogram Mass Detection. - Shuo Liu; Zhihui Lai 001; Heng Kong; Linlin Shen (CBMS, 2022)

Breast Lesions Segmentation using Dual-level UNet (DL-UNet). - Yanjiao Zhao; Zhihui Lai 001; Linlin Shen; Heng Kong (CBMS, 2022)

Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic Image. - Siting Zheng; Xuechen Li 001; Mingmin Bi; Yuxuan Wang; Haiyan Liu; Xiaoshan Feng; Yunping Fan; Linlin Shen (CBMS, 2022)

Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition. - Fan Yang; Weicheng Xie 001; Tao Zhong; Jingyu Hu; Linlin Shen (CCBR, 2022)

CSL: A Large-scale Chinese Scientific Literature Dataset. - Yudong Li 001; Yuqing Zhang; Zhe Zhao 006; Linlin Shen; Weijie Liu 002; Weiquan Mao; Hui Zhang (COLING, 2022)

Frequency-driven Imperceptible Adversarial Attack on Semantic Similarity. - Cheng Luo; Qinliang Lin; Weicheng Xie 001; Bizhu Wu; Jinheng Xie; Linlin Shen (CVPR, 2022)

Scene Consistency Representation Learning for Video Scene Segmentation. - Haoqian Wu; Keyu Chen; Yanan Luo; Ruizhi Qiao; Bo Ren 002; Haozhe Liu; Weicheng Xie 001; Linlin Shen (CVPR, 2022)

CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Jinheng Xie; Xianxu Hou; Kai Ye 004; Linlin Shen (CVPR, 2022)

C2 AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation. - Jinheng Xie; Jianfeng Xiang; Junliang Chen 002; Xianxu Hou; Xiaodong Zhao; Linlin Shen (CVPR, 2022)

RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer. - Jianfeng Xiang; Junliang Chen 002; Wenshuang Liu; Xianxu Hou; Linlin Shen (ECCV (22), 2022)

Which One is Better? Self-supervised Temporal Coherence Learning for Skeleton Based Action Recognition. - Bizhu Wu; Mingyan Wu; Haoqin Ji; Linlin Shen (IJCB, 2022)

Research on Power Fault Inference Diagnosis Method based on Knowledge Mapping. - Meiwei Hao; Yang Yan; Jian Sun; Yongdi Bao; Linlin Shen; Senda Zhang; Junyi Xie (ICITEE, 2022)

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition. - Cheng Luo; Siyang Song; Weicheng Xie 001; Linlin Shen; Hatice Gunes (IJCAI, 2022)

Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays. - Haoqin Ji; Haozhe Liu; Yuexiang Li; Jinheng Xie; Nanjun He; Yawen Huang; Dong Wei 004; Xinrong Chen; Linlin Shen; Yefeng Zheng 001 (MICCAI (3), 2022)

Sample Hardness Based Gradient Loss for Long-Tailed Cervical Cell Detection. - Minmin Liu; Xuechen Li 001; Xiangbo Gao; Junliang Chen 002; Linlin Shen; Huisi Wu (MICCAI (2), 2022)

Talk2Face: A Unified Sequence-based Framework for Diverse Face Generation and Analysis Tasks. - Yudong Li 001; Xianxu Hou; Zhe Zhao 006; Linlin Shen; Xuefeng Yang; Kimmo Yan (ACM Multimedia, 2022)

Content and Gradient Model-driven Deep Network for Single Image Reflection Removal. - Ya-Nan Zhang; Linlin Shen; Qiufu Li (ACM Multimedia, 2022)

WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation. - Qiufu Li; Linlin Shen (PRCV (4), 2022)

Neuron segmentation using 3D wavelet integrated encoder-decoder network. - Qiufu Li; Linlin Shen (Bioinform., 2022)

FEAT: Face Editing with Attention. - Xianxu Hou; Linlin Shen; Or Patashnik; Daniel Cohen-Or; Hui Huang 004 (CoRR, 2022)

Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Jinheng Xie; Xianxu Hou; Kai Ye 004; Linlin Shen (CoRR, 2022)

Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation. - Jinheng Xie; Jianfeng Xiang; Junliang Chen 002; Xianxu Hou; Xiaodong Zhao; Linlin Shen (CoRR, 2022)

Robust Representation via Dynamic Feature Aggregation. - Haozhe Liu; Haoqin Ji; Yuexiang Li; Nanjun He; Haoqian Wu; Feng Liu 013; Linlin Shen; Yefeng Zheng 001 (CoRR, 2022)

Scale-free Photo-realistic Adversarial Pattern Attack. - Xiangbo Gao; Weicheng Xie 001; Minmin Liu; Cheng Luo; Qinliang Lin; Linlin Shen; Keerthy Kusumam; Siyang Song (CoRR, 2022)

A Benchmark for Weakly Semi-Supervised Abnormality Localization in Chest X-Rays. - Haoqin Ji; Haozhe Liu; Yuexiang Li; Jinheng Xie; Nanjun He; Yawen Huang; Dong Wei 004; Xinrong Chen; Linlin Shen; Yefeng Zheng 001 (CoRR, 2022)

SLAM: Semantic Learning based Activation Map for Weakly Supervised Semantic Segmentation. - Junliang Chen 002; Xiaodong Zhao; Minmin Liu; Linlin Shen (CoRR, 2022)

SemFormer: Semantic Guided Activation Transformer for Weakly Supervised Semantic Segmentation. - Junliang Chen 002; Xiaodong Zhao; Cheng Luo; Linlin Shen (CoRR, 2022)

ImplantFormer: Vision Transformer based Implant Position Regression Using Dental CBCT Data. - Xinquan Yang; Xuguang Li; Xuechen Li 001; Peixi Wu; Linlin Shen; Xin Li; Yongqiang Deng (CoRR, 2022)

GRATIS: Deep Learning Graph Representation with Task-specific Topology and Multi-dimensional Edge Features. - Siyang Song; Yuxin Song; Cheng Luo; Zhiyuan Song; Selim Kuzucu; Xi Jia; Zhijiang Guo; Weicheng Xie 001; Linlin Shen; Hatice Gunes (CoRR, 2022)

Category-Level 6D Object Pose Estimation with Flexible Vector-Based Rotation Representation. - Wei Chen 092; Xi Jia; Zhongqun Zhang; Hyung Jin Chang; Linlin Shen; Ales Leonardis (CoRR, 2022)

Reasonable object detection guided by knowledge of global context and category relationship. - Haoqin Ji; Kai Ye 004; Qi Wan; Linlin Shen (Expert Syst. Appl., 2022)

TW-GAN: Topology and width aware GAN for retinal artery/vein classification. - Wenting Chen; Shuang Yu; Kai Ma 002; Wei Ji 011; Cheng Bian; Chunyan Chu; Linlin Shen; Yefeng Zheng 001 (Medical Image Anal., 2022)

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. - Qian Da; Xiaodi Huang; Zhongyu Li 002; Yanfei Zuo; Chenbin Zhang; Jingxin Liu; Wen Chen 001; Jiahui Li 005; Dou Xu; Zhiqiang Hu; Hongmei Yi; Yan Guo; et al. (Medical Image Anal., 2022)

Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images. - Zhihao Jin; Xuechen Li 001; Yudi Zhang 005; LinLin Shen; Zhihui Lai 001; Heng Kong (Neural Comput. Appl., 2022)

GuidedStyle: Attribute knowledge guided style manipulation for semantic face editing. - Xianxu Hou; Xiaokang Zhang; Hanbang Liang; Linlin Shen; Zhihui Lai 001; Jun Wan 005 (Neural Networks, 2022)

Spectral Representation of Behaviour Primitives for Depression Analysis. - Siyang Song; Shashank Jaiswal; Linlin Shen; Michel F. Valstar (IEEE Trans. Affect. Comput., 2022)

PointFace: Point Cloud Encoder-Based Feature Embedding for 3-D Face Recognition. - Changyuan Jiang; Shisong Lin; Wei Chen 092; Feng Liu 013; Linlin Shen (IEEE Trans. Biom. Behav. Identity Sci., 2022)

A Novel High-Resolution Fingerprint Representation Method. - Feng Liu 013; Guojie Liu; Wentian Zhang; Lei Wang 018; Linlin Shen (IEEE Trans. Biom. Behav. Identity Sci., 2022)

Triplet Loss With Multistage Outlier Suppression and Class-Pair Margins for Facial Expression Recognition. - Weicheng Xie 001; Haoqian Wu; Yi Tian; Mengchao Bai; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2022)

Fingerprint Presentation Attack Detector Using Global-Local Model. - Haozhe Liu; Wentian Zhang; Feng Liu 013; Haoqian Wu; Linlin Shen (IEEE Trans. Cybern., 2022)

Fingerprint Presentation Attack Detection by Channel-Wise Feature Denoising. - Feng Liu 013; Zhe Kong; Haozhe Liu; Wentian Zhang; Linlin Shen (IEEE Trans. Inf. Forensics Secur., 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)

Learning a Model-Driven Variational Network for Deformable Image Registration. - Xi Jia; Alexander Thorley; Wei Chen 092; Huaqi Qiu; Linlin Shen; Iain B. Styles; Hyung Jin Chang; Ales Leonardis; Antonio de Marvao; Declan P. O'Regan; Daniel Rueckert; Jinming Duan 001 (IEEE Trans. Medical Imaging, 2022)

AniGAN: Style-Guided Generative Adversarial Networks for Unsupervised Anime Face Generation. - Bing Li 024; Yuanlue Zhu; Yitong Wang; Chia-Wen Lin; Bernard Ghanem; Linlin Shen (IEEE Trans. Multim., 2022)

Gated SwitchGAN for Multi-Domain Facial Image Translation. - Xiaokang Zhang; Yuanlue Zhu; Wenting Chen; Wenshuang Liu; Linlin Shen (IEEE Trans. Multim., 2022)

Generalized Embedding Regression: A Framework for Supervised Feature Extraction. - Jianglin Lu; Zhihui Lai 001; Hailing Wang; Yudong Chen 002; Jie Zhou 009; Linlin Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities. - Zhe Zhao 006; Yudong Li 001; Cheng Hou; Jing Zhao; Rong Tian; Weijie Liu 002; Yiren Chen; Ningyuan Sun; Haoyan Liu; Weiquan Mao; Han Guo; Weigang Guo; et al. (ACL (demo), 2023)

TCSloT: Text Guided 3D Context and Slope Aware Triple Network for Dental Implant Position Prediction. - Xinquan Yang; Jinheng Xie; Xuechen Li 001; Xuguang Li; Linlin Shen; Yongqiang Deng (BIBM, 2023)

Multi-scale Contrastive Learning for Gastroenteroscopy Classification. - Dan Li; Xuechen Li 001; Zhibin Peng; Wenting Chen; Linlin Shen; Guangyao Wu (CBMS, 2023)

StyleGene: Crossover and Mutation of Region-level Facial Genes for Kinship Face Synthesis. - Hao Li; Xianxu Hou; Zepeng Huang; Linlin Shen (CVPR, 2023)

Spatial-Temporal Graph-Based AU Relationship Learning for Facial Action Unit Detection. - Zihan Wang 005; Siyang Song; Cheng Luo; Yuzhi Zhou; Shiling Wu; Weicheng Xie 001; Linlin Shen (CVPR Workshops, 2023)

Activation Template Matching Loss for Explainable Face Recognition. - Huawei Lin 001; Haozhe Liu; Qiufu Li; Linlin Shen (FG, 2023)

StyleAU: StyleGAN based Facial Action Unit Manipulation for Expression Editing. - Yanliang Guo; Xianxu Hou; Feng Liu 013; Linlin Shen; Lei Wang 018; Zhen Wang 009; Peng Liu 039 (IJCB, 2023)

Shift from Texture-bias to Shape-bias: Edge Deformation-based Augmentation for Robust Object Recognition. - Xilin He; Qinliang Lin; Cheng Luo; Weicheng Xie 001; Siyang Song; Feng Liu 013; Linlin Shen (ICCV, 2023)

UniFace: Unified Cross-Entropy Loss for Deep Face Recognition. - Jiancan Zhou; Xi Jia; Qiufu Li; Linlin Shen; Jinming Duan 001 (ICCV, 2023)

Multi Task-Based Facial Expression Synthesis with Supervision Learning and Feature Disentanglement of Image Style. - Wenya Lu; Zhibin Peng; Cheng Luo; Weicheng Xie 001; Jiajun Wen 001; Zhihui Lai 001; Linlin Shen (ICIP, 2023)

ADATS: Adaptive RoI-Align based Transformer for End-to-End Text Spotting. - Zepeng Huang; Qi Wan; Junliang Chen 002; Xiaodong Zhao; Kai Ye 004; Linlin Shen (ICME, 2023)

Optimal Low-Rank QR Decomposition with an Application on RP-TSOD. - Haiyan Yu 003; Jianfeng Ren; Ruibin Bai; Linlin Shen (ICONIP (14), 2023)

CDNet: Cross-frequency Dual-branch Network for Face Anti-Spoofing. - Xiaobin Huang; Qiufu Li; Linlin Shen; Xingwei Chen (IJCNN, 2023)

TCEIP: Text Condition Embedded Regression Network for Dental Implant Position Prediction. - Xinquan Yang; Jinheng Xie; Xuguang Li; Xuechen Li 001; Xin Li; Linlin Shen; Yongqiang Deng (MICCAI (6), 2023)

QA-CLIMS: Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Songhe Deng; Wei Zhuo; Jinheng Xie; Linlin Shen (ACM Multimedia, 2023)

CCF-Net: A Cascade Center-Based Framework Towards Efficient Human Parts Detection. - Kai Ye 004; Haoqin Ji; Yuan Li; Lei Wang 018; Peng Liu 039; Linlin Shen (MMM (2), 2023)

UniTSFace: Unified Threshold Integrated Sample-to-Sample Loss for Face Recognition. - Qiufu Li; Xi Jia; Jiancan Zhou; Linlin Shen; Jinming Duan 001 (NeurIPS, 2023)

Learning Visual Prior via Generative Pre-Training. - Jinheng Xie; Kai Ye 004; Yudong Li 001; Yuexiang Li; Kevin Qinghong Lin; Yefeng Zheng 001; Linlin Shen; Mike Zheng Shou (NeurIPS, 2023)

MaskDiffuse: Text-Guided Face Mask Removal Based on Diffusion Models. - Jingxia Lu; Xianxu Hou; Hao Li; Zhibin Peng; Linlin Shen; Lixin Fan (PRCV (6), 2023)

Learning Adapters for Text-Guided Portrait Stylization with Pretrained Diffusion Models. - Mintu Yang; Xianxu Hou; Hao Li; Linlin Shen; Lixin Fan (PRCV (1), 2023)

Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation. - Yudi Zhang 005; Wenting Chen; Xuechen Li 001; Linlin Shen; Zhihui Lai 001; Heng Kong (PRCV (13), 2023)

JLInst: Boundary-Mask Joint Learning for Instance Segmentation. - Xiaodong Zhao; Junliang Chen 002; Zepeng Huang; Linlin Shen (PRCV (12), 2023)

Dual Multi-Scale Dehazing Network. - Shengdong Zhang; Xiaoqin Zhang 002; Linlin Shen (IEEE Access, 2023)

Spatio-Temporal AU Relational Graph Representation Learning For Facial Action Units Detection. - Zihan Wang 005; Siyang Song; Cheng Luo; Yuzhi Zhou; Shiling Wu; Weicheng Xie 001; Linlin Shen (CoRR, 2023)

Open-World Weakly-Supervised Object Localization. - Jinheng Xie; Zhaochuan Luo; Yuexiang Li; Haozhe Liu; Linlin Shen; Mike Zheng Shou (CoRR, 2023)

YOLOCS: Object Detection based on Dense Channel Compression for Feature Spatial Solidification. - Lin Huang; Weisheng Li 001; Linlin Shen; Haojie Fu; Xue Xiao; Suihan Xiao (CoRR, 2023)

VisorGPT: Learning Visual Prior via Generative Pre-Training. - Jinheng Xie; Kai Ye 004; Yudong Li 001; Yuexiang Li; Kevin Qinghong Lin; Yefeng Zheng 001; Linlin Shen; Mike Zheng Shou (CoRR, 2023)

ReactFace: Multiple Appropriate Facial Reaction Generation in Dyadic Interactions. - Cheng Luo; Siyang Song; Weicheng Xie 001; Micol Spitale; Linlin Shen; Hatice Gunes (CoRR, 2023)

MRecGen: Multimodal Appropriate Reaction Generator. - Jiaqi Xu; Cheng Luo; Weicheng Xie 001; Linlin Shen; Xiaofeng Liu; Lu Liu 001; Hatice Gunes; Siyang Song (CoRR, 2023)

High-Performance Fine Defect Detection in Artificial Leather Using Dual Feature Pool Object Detection. - Lin Huang; Weisheng Li 001; Linlin Shen; Xue Xiao; Suihan Xiao (CoRR, 2023)

Fine-Grained Image-Text Alignment in Medical Imaging Enables Cyclic Image-Report Generation. - Wenting Chen; Linlin Shen; Xiang Li 001; Yixuan Yuan (CoRR, 2023)

SCPMan: Shape Context and Prior Constrained Multi-scale Attention Network for Pancreatic Segmentation. - Leilei Zeng; Xuechen Li 001; Xinquan Yang; Linlin Shen; Song Wu (CoRR, 2023)

CT-Based Automatic Spine Segmentation Using Patch-Based Deep Learning. - Syed Furqan Qadri; Hongxiang Lin; Linlin Shen; Mubashir Ahmad; Salman Qadri; Salabat Khan; Maqbool Khan; Syeda Shamaila Zareen; Muhammad Azeem Akbar; Md Belal Bin Heyat; Saqib Qamar (Int. J. Intell. Syst., 2023)

Self-Supervised Learning of Person-Specific Facial Dynamics for Automatic Personality Recognition. - Siyang Song; Shashank Jaiswal; Enrique Sánchez-Lozano; Georgios Tzimiropoulos; Linlin Shen; Michel F. Valstar (IEEE Trans. Affect. Comput., 2023)

Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition. - Siyang Song; Zilong Shao; Shashank Jaiswal; Linlin Shen; Michel F. Valstar; Hatice Gunes (IEEE Trans. Affect. Comput., 2023)

Robust Twin Bounded Support Vector Classifier With Manifold Regularization. - Junhong Zhang; Zhihui Lai 001; Heng Kong; Linlin Shen (IEEE Trans. Cybern., 2023)

Precise Facial Landmark Detection by Reference Heatmap Transformer. - Jun Wan 005; Jun Liu 036; Jie Zhou 009; Zhihui Lai 001; Linlin Shen; Hang Sun; Ping Xiong 001; Wenwen Min (IEEE Trans. Image Process., 2023)

TextFace: Text-to-Style Mapping Based Face Generation and Manipulation. - Xianxu Hou; Xiaokang Zhang; Yudong Li 001; Linlin Shen (IEEE Trans. Multim., 2023)

Lifelong Age Transformation With a Deep Generative Prior. - Xianxu Hou; Xiaokang Zhang; Hanbang Liang; Linlin Shen; Zhong Ming 001 (IEEE Trans. Multim., 2023)

Consistency Preservation and Feature Entropy Regularization for GAN Based Face Editing. - Weicheng Xie 001; Wenya Lu; Zhibin Peng; Linlin Shen (IEEE Trans. Multim., 2023)

Weakly Supervised Pedestrian Segmentation for Person Re-Identification. - Ziqi Jin; Jinheng Xie; Bizhu Wu; Linlin Shen (IEEE Trans. Circuits Syst. Video Technol., 2023)

Tongue size and shape classification fusing segmentation features for traditional Chinese medicine diagnosis. - Yating Huang; Xuechen Li 001; Siting Zheng; Zhongliang Li; Sihan Li; Linlin Shen; Changen Zhou; Zhihui Lai 001 (Neural Comput. Appl., 2023)

Enhanced robust spatial feature selection and correlation filter learning for UAV tracking. - Jiajun Wen 001; Hong-Lin Chu; Zhihui Lai 001; Tianyang Xu; Linlin Shen (Neural Networks, 2023)

Learning from pseudo-lesion: a self-supervised framework for COVID-19 diagnosis. - Zhongliang Li; Xuechen Li 001; Zhihao Jin; Linlin Shen (Neural Comput. Appl., 2023)

Adaptive weighted rain streaks model-driven deep network for single image deraining. - Ya-Nan Zhang; Linlin Shen; Zhihui Lai 001 (Expert Syst. Appl., 2023)

Deep generative image priors for semantic face manipulation. - Xianxu Hou; Linlin Shen; Zhong Ming 001; Guoping Qiu (Pattern Recognit., 2023)

Adversarial Learning of Object-Aware Activation Map for Weakly-Supervised Semantic Segmentation. - Junliang Chen 002; Weizeng Lu; Yuexiang Li; Linlin Shen; Jinming Duan 001 (IEEE Trans. Circuits Syst. Video Technol., 2023)

Texture and semantic convolutional auto-encoder for anomaly detection and segmentation. - Jintao Luo; Can Gao; Da Wan; Linlin Shen (IET Comput. Vis., 2023)

Cervical cancerous cell classification: opposition-based harmony search for deep feature selection. - Nibaran Das; Bodhisatwa Mandal; KC Santosh; Linlin Shen; Sukanta Chakraborty (Int. J. Mach. Learn. Cybern., 2023)

Possibilistic Neighborhood Graph: A New Concept of Similarity Graph Learning. - Can Gao; Yangbo Wang; Jie Zhou 009; Weiping Ding 001; Linlin Shen; Zhihui Lai 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2023)

Boosting Adversarial Transferability across Model Genus by Deformation-Constrained Warping. - Qinliang Lin; Cheng Luo; Zenghao Niu; Xilin He; Weicheng Xie 001; Yuanbo Hou; Linlin Shen; Siyang Song (AAAI, 2024)

Fine-Grained Image-Text Alignment in Medical Imaging Enables Explainable Cyclic Image-Report Generation. - Wenting Chen; Linlin Shen; Jingyang Lin; Jiebo Luo 001; Xiang Li 001; Yixuan Yuan (ACL (1), 2024)

Multi-Scale Dynamic and Hierarchical Relationship Modeling for Facial Action Units Recognition. - Zihan Wang 005; Siyang Song; Cheng Luo; Songhe Deng; Weicheng Xie 001; Linlin Shen (CVPR, 2024)

APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation. - Weizhao He; Yang Zhang 012; Wei Zhuo; Linlin Shen; Jiaqi Yang; Songhe Deng; Liang Sun (CVPR, 2024)

Tune-an-Ellipse: CLIP Has Potential to Find what you Want. - Jinheng Xie; Songhe Deng; Bing Li 024; Haozhe Liu; Yawen Huang; Yefeng Zheng 001; Jürgen Schmidhuber; Bernard Ghanem; Linlin Shen; Mike Zheng Shou (CVPR, 2024)

MTaDCS: Moving Trace and Feature Density-Based Confidence Sample Selection Under Label Noise. - Qingzheng Huang; Xilin He; Xiaole Xian; Qinliang Lin; Weicheng Xie 001; Siyang Song; Linlin Shen; Zitong Yu (ECCV (71), 2024)

PointFaceFormer: Local and Global Attention Based Transformer for 3D Point Cloud Face Recognition. - Ziqi Gao; Qiufu Li; Gui Wang; Linlin Shen (FG, 2024)

Expression-Aware Masking and Progressive Decoupling for Cross-Database Facial Expression Recognition. - Tao Zhong; Xiaole Xian; Zihan Wang 005; Weicheng Xie 001; Linlin Shen (FG, 2024)

Scale-Free And Task-Generic Attack: Generating Photo-Realistic Adversarial Patterns With Patch Quilting Generator. - Xiangbo Gao; Qinliang Lin; Cheng Luo; Weicheng Xie 001; Linlin Shen; Keerthy Kusumam; Siyang Song (ICASSP, 2024)

Dynamic Data Sampler for Cross-Language Transfer Learning in Large Language Models. - Yudong Li 001; Yuhao Feng; Wen Zhou; Zhe Zhao 006; Linlin Shen; Cheng Hou; Xianxu Hou (ICASSP, 2024)

Circular Decomposition and Cross-Modal Recombination for Multimodal Sentiment Analysis. - Haijian Liang; Weicheng Xie 001; Xilin He; Siyang Song; Linlin Shen (ICASSP, 2024)

MERG: Multi-Dimensional Edge Representation Generation Layer for Graph Neural Networks. - Yuxin Song; Cheng Luo; Aaron Jackson; Xi Jia; Weicheng Xie 001; Linlin Shen; Hatice Gunes; Siyang Song (ICASSP, 2024)

CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition. - Junliang Zhang; Xu Liu; Yu Liang; Xiaole Xian; Weicheng Xie 001; Linlin Shen; Siyang Song (IJCB, 2024)

Towards AI-driven Next Generation Personalized Healthcare and Well-being. - Fatih Aksu; Alessandro Bria; Alice Natalina Caragliano; Camillo Maria Caruso; Wenting Chen; Ermanno Cordelli; Omar Coser; Arianna Francesconi; Leonardo Furia; Valerio Guarrasi; Giulio Iannello; Clemente Lauretti; et al. (Ital-IA, 2024)

WiNet: Wavelet-Based Incremental Learning for Efficient Medical Image Registration. - Xinxing Cheng; Xi Jia; Wenqi Lu 001; Qiufu Li; Linlin Shen; Alexander Krull; Jinming Duan 001 (MICCAI (2), 2024)

[inline-graphic not available: see fulltext] GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph. - Shaonan Liu; Wenting Chen; Jie Liu 044; Xiaoling Luo 001; Linlin Shen (MICCAI (1), 2024)

Multi-Dataset Multi-Task Learning for COVID-19 Prognosis. - Filippo Ruffini; Lorenzo Tronchin; Zhuoru Wu; Wenting Chen; Paolo Soda; Linlin Shen; Valerio Guarrasi (MICCAI (12), 2024)

Simplify Implant Depth Prediction as Video Grounding: A Texture Perceive Implant Depth Prediction Network. - Xinquan Yang; Xuguang Li; Xiaoling Luo 001; Leilei Zeng; Yudi Zhang 005; Linlin Shen; Yongqiang Deng (MICCAI (5), 2024)

A New Dataset and Baseline Model for Rectal Cancer Risk Assessment in Endoscopic Ultrasound Videos. - Jiansong Zhang 005; Shengnan Wu; Peizhong Liu; Linlin Shen (MICCAI (3), 2024)

FLIP-80M: 80 Million Visual-Linguistic Pairs for Facial Language-Image Pre-Training. - Yudong Li 001; Xianxu Hou; Dezhi Zheng; Linlin Shen; Zhe Zhao 006 (ACM Multimedia, 2024)

PerFRDiff: Personalised Weight Editing for Multiple Appropriate Facial Reaction Generation. - Hengde Zhu; Xiangyu Kong; Weicheng Xie 001; Xin Huang; Linlin Shen; Lu Liu 001; Hatice Gunes; Siyang Song (ACM Multimedia, 2024)

Towards High-resolution 3D Anomaly Detection via Group-Level Feature Contrastive Learning. - Hongze Zhu; Guoyang Xie; Chengbin Hou; Tao Dai 001; Can Gao; Jinbao Wang; Linlin Shen (ACM Multimedia, 2024)

Towards Combating Frequency Simplicity-biased Learning for Domain Generalization. - Xilin He; Jingyu Hu; Qinliang Lin; Cheng Luo; Weicheng Xie 001; Siyang Song; Muhammad Haris Khan; Linlin Shen (NeurIPS, 2024)

HairDiffusion: Vivid Multi-Colored Hair Editing via Latent Diffusion. - Yu Zeng; Yang Zhang 012; Jiachen Liu; Linlin Shen; Kaijun Deng; Weizhao He; Jinbao Wang (NeurIPS, 2024)

3DFaceMAE: Pre-training of Masked Autoencoder Using Patch-Based Random Masking Reconstruction and Super-resolution for 3D Face Recognition. - Ziqi Gao; Qiufu Li; Linlin Shen; Junpeng Yang (PRCV (11), 2024)

Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine. - Rosa Sicilia; Linlin Shen; Alejandro Rodríguez González; KC Santosh; Peter J. F. Lucas (Artif. Intell. Medicine, 2024)

Question-Answer Cross Language Image Matching for Weakly Supervised Semantic Segmentation. - Songhe Deng; Wei Zhuo; Jinheng Xie; Linlin Shen (CoRR, 2024)

GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning. - Yaning Zhang; Zitong Yu; Xiaobin Huang; Linlin Shen; Jianfeng Ren (CoRR, 2024)

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models. - Wenxuan Wang 001; Yihang Su; Jingyuan Huan; Jie Liu 044; Wenting Chen; Yudi Zhang 005; Cheng-Yi Li; Kao-Jung Chang; Xiaohan Xin; Linlin Shen; Michael R. Lyu (CoRR, 2024)

Rediscovering BCE Loss for Uniform Classification. - Qiufu Li; Xi Jia; Jiancan Zhou; Linlin Shen; Jinming Duan 001 (CoRR, 2024)

CodeEnhance: A Codebook-Driven Approach for Low-Light Image Enhancement. - Xu Wu; Xianxu Hou; Zhihui Lai 001; Jie Zhou 009; Ya-nan Zhang; Witold Pedrycz; Linlin Shen (CoRR, 2024)

EPL: Empirical Prototype Learning for Deep Face Recognition. - Weijia Fan; Jiajun Wen 001; Xi Jia; Linlin Shen; Jiancan Zhou; Qiufu Li (CoRR, 2024)

QUBIQ: Uncertainty Quantification for Biomedical Image Segmentation Challenge. - Hongwei Bran Li; Fernando Navarro; Ivan Ezhov; Amirhossein Bayat; Dhritiman Das; Florian Kofler; Suprosanna Shit; Diana Waldmannstetter; Johannes C. Paetzold; Xiaobin Hu; Benedikt Wiestler; Lucas Zimmer; et al. (CoRR, 2024)

SSAD: Self-supervised Auxiliary Detection Framework for Panoramic X-ray based Dental Disease Diagnosis. - Zijian Cai; Xinquan Yang; Xuguang Li; Xiaoling Luo 001; Xuechen Li 001; Linlin Shen; He Meng 008; Yongqiang Deng (CoRR, 2024)

GM-DF: Generalized Multi-Scenario Deepfake Detection. - Yingxin Lai; Zitong Yu; Jing Yang; Bin Li; Xiangui Kang; Linlin Shen (CoRR, 2024)

GEM: Context-Aware Gaze EstiMation with Visual Search Behavior Matching for Chest Radiograph. - Shaonan Liu; Wenting Chen; Jie Liu 044; Xiaoling Luo 001; Linlin Shen (CoRR, 2024)

Activation Space Selectable Kolmogorov-Arnold Networks. - Zhuoqin Yang; Jiansong Zhang 005; Xiaoling Luo 001; Zheng Lu; Linlin Shen (CoRR, 2024)

TAVP: Task-Adaptive Visual Prompt for Cross-domain Few-shot Segmentation. - Jiaqi Yang; Ye Huang; Xiangjian He; Linlin Shen; Guoping Qiu (CoRR, 2024)

SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency. - Yiping Xie; Zitong Yu; Bingjie Wu; Weicheng Xie 001; Linlin Shen (CoRR, 2024)

Low-Light Enhancement Effect on Classification and Detection: An Empirical Study. - Xu Wu; Zhihui Lai 001; Jie Zhou 009; Can Gao; Xianxu Hou; Ya-nan Zhang; Linlin Shen (CoRR, 2024)

SynFER: Towards Boosting Facial Expression Recognition with Synthetic Data. - Xilin He; Cheng Luo; Xiaole Xian; Bing Li 024; Siyang Song; Muhammad Haris Khan; Weicheng Xie 001; Linlin Shen; Zongyuan Ge (CoRR, 2024)

Medchain: Bridging the Gap Between LLM Agents and Clinical Practice through Interactive Sequential Benchmarking. - Jie Liu 044; Wenxuan Wang 001; Zizhan Ma; Guolin Huang; Yihang Su; Kao-Jung Chang; Wenting Chen; Haoliang Li; Linlin Shen; Michael R. Lyu (CoRR, 2024)

WSI-LLaVA: A Multimodal Large Language Model for Whole Slide Image. - Yuci Liang; Xinheng Lyu; Meidan Ding; Wenting Chen; Jipeng Zhang; Yuexiang Ren; Xiangjian He; Song Wu; Sen Yang; Xiyue Wang; Xiaohan Xing; Linlin Shen (CoRR, 2024)

{S3-Mamba}: Small-Size-Sensitive Mamba for Lesion Segmentation. - Gui Wang; Yuexiang Li; Wenting Chen; Meidan Ding; Wooi Ping Cheah; Rong Qu; Jianfeng Ren; Linlin Shen (CoRR, 2024)

BIG-MoE: Bypass Isolated Gating MoE for Generalized Multimodal Face Anti-Spoofing. - Yingjie Ma; Zitong Yu; Xun Lin; Weicheng Xie 001; Linlin Shen (CoRR, 2024)

Photo realistic synthetic dataset and multi-scale attention dehazing network. - Shengdong Zhang; Xiaoqin Zhang 002; Wenqi Ren; Linlin Shen; Li Zhao 005; Jun Zhang 011 (Eng. Appl. Artif. Intell., 2024)

Dual-branch interactive cross-frequency attention network for deep feature learning. - Qiufu Li; Linlin Shen (Expert Syst. Appl., 2024)

SCPMan: Shape context and prior constrained multi-scale attention network for pancreatic segmentation. - Leilei Zeng; Xuechen Li 001; Xinquan Yang; Wenting Chen; Jingxin Liu; Linlin Shen; Song Wu (Expert Syst. Appl., 2024)

Unsupervised fabric defect detection with high-frequency feature mapping. - Da Wan; Can Gao; Jie Zhou 009; Xinrui Shen; Linlin Shen (Multim. Tools Appl., 2024)

Heterogeneous domain adaptation via incremental discriminative knowledge consistency. - Yuwu Lu; Dewei Lin; Jiajun Wen 001; Linlin Shen; Xuelong Li 001; Zhenkun Wen (Pattern Recognit., 2024)

Network characteristics adaption and hierarchical feature exploration for robust object recognition. - Weicheng Xie 001; Cheng Luo; Gui Wang; Linlin Shen; Zhihui Lai 001; Siyang Song (Pattern Recognit., 2024)

PointSurFace: Discriminative point cloud surface feature extraction for 3D face recognition. - Junpeng Yang; Qiufu Li; Linlin Shen (Pattern Recognit., 2024)

Fine-Grained Temporal-Enhanced Transformer for Dynamic Facial Expression Recognition. - Yaning Zhang; Jiahe Zhang; Linlin Shen; Zitong Yu; Zan Gao (IEEE Signal Process. Lett., 2024)

A Lightweight and Noise-Robust Method for Internal OCT Fingerprint Reconstruction. - Feng Liu 013; Wenfeng Zeng; Yin Li; Linlin Shen (IEEE Trans. Inf. Forensics Secur., 2024)

Generative Imperceptible Attack With Feature Learning Bias Reduction and Multi-Scale Variance Regularization. - Weicheng Xie 001; Zenghao Niu; Qinliang Lin; Siyang Song; Linlin Shen (IEEE Trans. Inf. Forensics Secur., 2024)

GenFace: A Large-Scale Fine-Grained Face Forgery Benchmark and Cross Appearance-Edge Learning. - Yaning Zhang; Zitong Yu; Tianyi Wang 006; Xiaobin Huang; Linlin Shen; Zan Gao; Jianfeng Ren (IEEE Trans. Inf. Forensics Secur., 2024)

Cross-Layer Contrastive Learning of Latent Semantics for Facial Expression Recognition. - Weicheng Xie 001; Zhibin Peng; Linlin Shen; Wenya Lu; Yang Zhang 012; Siyang Song (IEEE Trans. Image Process., 2024)

Enhancing Unsupervised Semantic Segmentation Through Context-Aware Clustering. - Wei Zhuo; Yuan Wang 083; Junliang Chen 002; Songhe Deng; Zhi Wang 001; Linlin Shen; Wenwu Zhu 001 (IEEE Trans. Multim., 2024)

Two-stream regression network for dental implant position prediction. - Xinquan Yang; Xuguang Li; Xuechen Li 001; Wenting Chen; Linlin Shen; Xin Li; Yongqiang Deng (Expert Syst. Appl., 2024)

Coarse-to-Fine Low-Light Image Enhancement With Light Restoration and Color Refinement. - Xu Wu; Zhihui Lai 001; Shiqi Yu 001; Jie Zhou 009; Zhuoqian Liang; Linlin Shen (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

Generative Adversarial and Self-Supervised Dehazing Network. - Shengdong Zhang; Xiaoqin Zhang 002; Shaohua Wan 001; Wenqi Ren; Liping Zhao 005; Linlin Shen (IEEE Trans. Ind. Informatics, 2024)

ImplantFormer: vision transformer-based implant position regression using dental CBCT data. - Xinquan Yang; Xuguang Li; Xuechen Li 001; Peixi Wu; Linlin Shen; Yongqiang Deng (Neural Comput. Appl., 2024)

Deep Variational Inference Network for Single Image Reflection Removal. - Ya-Nan Zhang; Qiufu Li; Linlin Shen; Ailian He; Song Wu (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

GAN-based dehazing network with knowledge transferring. - Shengdong Zhang; Xiaoqin Zhang 002; Linlin Shen; En Fan (Multim. Tools Appl., 2024)

Diverse Hazy Image Synthesis via Coloring Network. - Shengdong Zhang; Xiaoqin Zhang 002; Shaohua Wan 001; Wenqi Ren; Liping Zhao 005; Li Zhao 005; Linlin Shen (IEEE Trans. Artif. Intell., 2024)

Taming Self-Supervised Learning for Presentation Attack Detection: De-Folding and De-Mixing. - Zhe Kong; Wentian Zhang; Feng Liu 013; Wenhan Luo; Haozhe Liu; Linlin Shen; Raghavendra Ramachandra (IEEE Trans. Neural Networks Learn. Syst., 2024)

Automatic Learning Rate Adaption for Memristive Deep Learning Systems. - Yang Zhang 012; Linlin Shen (IEEE Trans. Neural Networks Learn. Syst., 2024)

OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning. - Yuting Zhou; Can Gao; Jie Zhou 009; Weiping Ding 001; Linlin Shen; Zhihui Lai 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2024)

DAMPER: A Dual-Stage Medical Report Generation Framework with Coarse-Grained MeSH Alignment and Fine-Grained Hypergraph Matching. - Xiaofei Huang; Wenting Chen; Jie Liu 044; Qisheng Lu; Xiaoling Luo 001; Linlin Shen (AAAI, 2025)

Like an Ophthalmologist: Dynamic Selection Driven Multi-View Learning for Diabetic Retinopathy Grading. - Xiaoling Luo 001; Qihao Xu; Huisi Wu; Chengliang Liu 003; Zhihui Lai 001; Linlin Shen (AAAI, 2025)

S³-Mamba: Small-Size-Sensitive Mamba for Lesion Segmentation. - Gui Wang; Yuexiang Li; Wenting Chen; Meidan Ding; Wooi Ping Cheah; Rong Qu; Jianfeng Ren; Linlin Shen (AAAI, 2025)

CA-Edit: Causality-Aware Condition Adapter for High-Fidelity Local Facial Attribute Editing. - Xiaole Xian; Xilin He; Zenghao Niu; Junliang Zhang; Weicheng Xie 001; Siyang Song; Zitong Yu; Linlin Shen (AAAI, 2025)

PerReactor: Offline Personalised Multiple Appropriate Facial Reaction Generation. - Hengde Zhu; Xiangyu Kong; Weicheng Xie 001; Xin Huang; Xilin He; Lu Liu 001; Linlin Shen; Wei Zhang; Hatice Gunes; Siyang Song (AAAI, 2025)

EAGLE: Expert-Guided Self-Enhancement for Preference Alignment in Pathology Large Vision-Language Model. - Meidan Ding; Jipeng Zhang; Wenxuan Wang 001; Haiqin Zhong; Xiaoqin Wang; Xinheng Lyu; Wenting Chen; Linlin Shen (ACL (1), 2025)

Asclepius: A Spectrum Evaluation Benchmark for Medical Multi-Modal Large Language Models. - Jie Liu 044; Wenxuan Wang 001; Yihang Su; Jingyuan Huang; Yudi Zhang 005; Cheng-Yi Li; Wenting Chen; Xiaohan Xing; Kao-Jung Chang; Linlin Shen; Michael R. Lyu (ACL (1), 2025)

Can Foundation Models Really Segment Tumors? A Benchmarking Odyssey in Lung CT Imaging. - Elena Mulero Ayllon; Massimiliano Mantegna; Linlin Shen; Paolo Soda; Valerio Guarrasi; Matteo Tortora (CBMS, 2025)

MANet-CycleGAN: An Unsupervised LDCT Image Denoising Method Based on Channel Attention and Multi-scale Features. - Jinglong Tian; Tianze Zhao; Zhijun Fan; Linlin Shen; Jieyao Wei; Qiumei Pu (CVM (1), 2025)

FaceBench: A Multi-View Multi-Level Facial Attribute VQA Dataset for Benchmarking Face Perception MLLMs. - Xiaoqin Wang; Xusen Ma; Xianxu Hou; Meidan Ding; Yudong Li 001; Junliang Chen 002; Wenting Chen; Xiaoyang Peng; Linlin Shen (CVPR, 2025)

MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities. - Bizhu Wu; Jinheng Xie; Keming Shen; Zhe Kong; Jianfeng Ren; Ruibin Bai; Rong Qu; Linlin Shen (CVPR, 2025)

DEGSTalk: Decomposed Per-Embedding Gaussian Fields for Hair-Preserving Talking Face Synthesis. - Kaijun Deng; Dezhi Zheng; Jindong Xie; Jinbao Wang; Weicheng Xie 001; Linlin Shen; Siyang Song (ICASSP, 2025)

Big-Moe: Bypassing Isolated Gating For Generalized Multimodal Face Anti-Spoofing. - Yingjie Ma; Zitong Yu; Xun Lin; Weicheng Xie 001; Linlin Shen (ICASSP, 2025)

High-Fidelity Editable Portrait Synthesis with 3D GAN Inversion. - Jindong Xie; Jiachen Liu; Yupei Lin; Jinbao Wang; Xianxu Hou; Linlin Shen (ICASSP, 2025)

Dual Encoders for Diffusion-based Image Inpainting. - Dezhi Zheng; Kaijun Deng; Jinbao Wang; Linlin Shen (ICASSP, 2025)

DeeperForward: Enhanced Forward-Forward Training for Deeper and Better Performance. - Liang Sun; Yang Zhang 012; Weizhao He; Jiajun Wen 001; Linlin Shen; Weicheng Xie 001 (ICLR, 2025)

Towards Robust Training via Gradient-Diversified Backpropagation. - Xilin He; Cheng Luo; Qinliang Lin; Weicheng Xie 001; Muhammad Haris Khan; Siyang Song; Linlin Shen (WACV, 2025)

A codebook-driven approach for low-light image enhancement. - Xu Wu; Xianxu Hou; Zhihui Lai 001; Jie Zhou 009; Ya-nan Zhang; Witold Pedrycz; Linlin Shen (Eng. Appl. Artif. Intell., 2025)

Weakly supervised bounding-box generation for camera-trap image based animal detection. - Puxuan Xie; Renwu Gao; Weizeng Lu; Linlin Shen (IET Comput. Vis., 2025)

YOLOCS: Object detection based on dense channel compression for feature spatial solidification. - Lin Huang; Weisheng Li 001; Yujuan Tan; Linlin Shen; Jing Yu; Haojie Fu (Knowl. Based Syst., 2025)

An efficient and effective pore matching method using ResCNN descriptor and local outliers. - Feng Liu 013; Qiuheng Wang; Yanfeng Xiao; Linlin Shen (Pattern Recognit., 2025)

SymGraphAU: Prior knowledge based symbolic graph for action unit recognition. - Wei-Cheng Xie 001; Fan Yang; Junliang Zhang; Siyang Song; Linlin Shen; Zitong Yu; Cheng Luo (Pattern Recognit., 2025)

Distilled transformers with locally enhanced global representations for face forgery detection. - Yaning Zhang; Qiufu Li; Zitong Yu; Linlin Shen (Pattern Recognit., 2025)

MFCLIP: Multi-Modal Fine-Grained CLIP for Generalizable Diffusion Face Forgery Detection. - Yaning Zhang; Tianyi Wang 006; Zitong Yu; Zan Gao; Linlin Shen; Shengyong Chen (IEEE Trans. Inf. Forensics Secur., 2025)

Open-Set Fabric Defect Detection With Defect Generation and Transfer. - Can Gao; Xiujian Chen; Jie Zhou 009; Jinbao Wang; Linlin Shen (IEEE Trans. Instrum. Meas., 2025)

Enhanced Fabric Defect Detection With Feature Contrast Interference Suppression. - Jinbao Wang; Jiayi Cheng; Can Gao; Jie Zhou 009; Linlin Shen (IEEE Trans. Instrum. Meas., 2025)

A Wavelet-Guided Deep Unfolding Network for Single Image Reflection Removal. - Ya-Nan Zhang; Qiufu Li; Xu Wu; Nan Mu; Xiaoning Li; Linlin Shen (IEEE Trans. Image Process., 2025)

Heterogeneous Domain Adaptation via Correlative and Discriminative Feature Learning. - Yuwu Lu; Dewei Lin; Linlin Shen; Yicong Zhou; Jiahui Pan (IEEE Trans. Multim., 2025)

Progressive Pseudo Labeling for Multi-Dataset Detection Over Unified Label Space. - Kai Ye 004; Zepeng Huang; Yilei Xiong; Yu Gao; Jinheng Xie; Linlin Shen (IEEE Trans. Multim., 2025)

MedCoDi-M: A Multi-Prompt Foundation Model for Multimodal Medical Data Generation. - Daniele Molino; Francesco Di Feola; Eliodoro Faiella; Deborah Fazzini; Domiziana Santucci; Linlin Shen; Valerio Guarrasi; Paolo Soda (CoRR, 2025)

Benchmarking Graph Representations and Graph Neural Networks for Multivariate Time Series Classification. - Wennuo Yang; Shiling Wu; Yuzhi Zhou; Cheng Luo; Xilin He; Weicheng Xie 001; Linlin Shen; Siyang Song (CoRR, 2025)

Bringing RGB and IR Together: Hierarchical Multi-Modal Enhancement for Robust Transmission Line Detection. - Shengdong Zhang; Xiaoqin Zhang 002; Wenqi Ren; Linlin Shen; Shaohua Wan 001; Jun Zhang 011; Yujing M. Jiang (CoRR, 2025)

MedKAN: An Advanced Kolmogorov-Arnold Network for Medical Image Classification. - Zhuoqin Yang; Jiansong Zhang 005; Xiaoling Luo 001; Zheng Lu; Linlin Shen (CoRR, 2025)

Subspace Sequentially Iterative Leaning for Semi-Supervised SVM. - Jiajun Wen 001; Xi Chen 096; Heng Kong; Junhong Zhang; Zhihui Lai 001; Linlin Shen (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

YOLO-PRO: Enhancing Instance-Specific Object Detection with Full-Channel Global Self-Attention. - Lin Huang; Yujuan Tan; Weisheng Li 001; Shitai Shan; Linlin Shen; Jing Yu (CoRR, 2025)

HySurvPred: Multimodal Hyperbolic Embedding with Angle-Aware Hierarchical Contrastive Learning and Uncertainty Constraints for Survival Prediction. - Jiaqi Yang; Wenting Chen; Xiaohan Xing; Sean He; Xiaoling Luo 001; Xinheng Lyu; Linlin Shen; Guoping Qiu (CoRR, 2025)

SPF-Portrait: Towards Pure Portrait Customization with Semantic Pollution-Free Fine-tuning. - Xiaole Xian; Zhichao Liao; Qingyu Li; Wenyu Qin; Pengfei Wan 001; Weicheng Xie 001; Long Zeng 001; Linlin Shen; Pingfa Feng (CoRR, 2025)

DINOv2-powered Few-Shot Semantic Segmentation: A Unified Framework via Cross-Model Distillation and 4D Correlation Mining. - Wei Zhuo; Zhiyue Tang; Wufeng Xue; Hao Ding 003; Linlin Shen (CoRR, 2025)

Any-to-Any Vision-Language Model for Multimodal X-ray Imaging and Radiological Report Generation. - Daniele Molino; Francesco Di Feola; Linlin Shen; Paolo Soda; Valerio Guarrasi (CoRR, 2025)

Mitigating Group-Level Fairness Disparities in Federated Visual Language Models. - Chaomeng Chen; Zitong Yu; Junhao Dong 001; Sen Su; LinLin Shen; Shutao Xia; Xiaochun Cao (CoRR, 2025)

PhysLLM: Harnessing Large Language Models for Cross-Modal Remote Physiological Sensing. - Yiping Xie; Bo Zhao; Mingtong Dai; Jian-Ping Zhou; Yue Sun; Tao Tan 002; Weicheng Xie 001; Linlin Shen; Zitong Yu (CoRR, 2025)

BCE vs. CE in Deep Feature Learning. - Qiufu Li; Huibin Xiao; Linlin Shen (CoRR, 2025)

Denoising and Alignment: Rethinking Domain Generalization for Multimodal Face Anti-Spoofing. - Yingjie Ma; Xun Lin; Zitong Yu; Xin Liu 012; Xiaochen Yuan; Weicheng Xie 001; Linlin Shen (CoRR, 2025)

Oral Imaging for Malocclusion Issues Assessments: OMNI Dataset, Deep Learning Baselines and Benchmarking. - Pujun Xue; Junyi Ge; Xiaotong Jiang; Siyang Song; Zijian Wu; Yupeng Huo; Weicheng Xie 001; Linlin Shen; Xiaoqin Zhou; Xiaofeng Liu; Min Gu (CoRR, 2025)

Benchmarking Foundation Models and Parameter-Efficient Fine-Tuning for Prognosis Prediction in Medical Imaging. - Filippo Ruffini; Elena Mulero Ayllon; Linlin Shen; Paolo Soda; Valerio Guarrasi (CoRR, 2025)

LLM4Netlist: LLM-Enabled Step-Based Netlist Generation From Natural Language Description. - Kailiang Ye; Qingyu Yang; Zheng Lu 002; Heng Yu 001; Tianxiang Cui; Ruibin Bai; Linlin Shen (IEEE J. Emerg. Sel. Topics Circuits Syst., 2025)

Taming Anomalies with Down-Up Sampling Networks: Group Center Preserving Reconstruction for 3D Anomaly Detection. - Hanzhe Liang; Jie Zhang; Tao Dai 001; Linlin Shen; Jinbao Wang; Can Gao (CoRR, 2025)

WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis. - Xinheng Lyu; Yuci Liang; Wenting Chen; Meidan Ding; Jiaqi Yang; Guolin Huang; Daokun Zhang; Xiangjian He; Linlin Shen (CoRR, 2025)

FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing. - Bizhu Wu; Jinheng Xie; Meidan Ding; Zhe Kong; Jianfeng Ren; Ruibin Bai; Rong Qu; Linlin Shen (CoRR, 2025)

Beyond Class Tokens: LLM-guided Dominant Property Mining for Few-shot Classification. - Wei Zhuo; Runjie Luo; Wufeng Xue; Linlin Shen (CoRR, 2025)

Medical Reasoning in the Era of LLMs: A Systematic Review of Enhancement Techniques and Applications. - Wenxuan Wang 001; Zizhan Ma; Meidan Ding; Shiyi Zheng; Shengyuan Liu; Jie Liu 044; Jiaming Ji; Wenting Chen; Xiang Li 001; Linlin Shen; Yixuan Yuan (CoRR, 2025)

DisFaceRep: Representation Disentanglement for Co-occurring Facial Components in Weakly Supervised Face Parsing. - Xiaoqin Wang; Xianxu Hou; Meidan Ding; Junliang Chen 002; Kaijun Deng; Jinheng Xie; Linlin Shen (CoRR, 2025)

Beyond the Leaderboard: Rethinking Medical Benchmarks for Large Language Models. - Zizhan Ma; Wenxuan Wang 001; Guo Yu; Yiu-Fai Cheung; Meidan Ding; Jie Liu 044; Wenting Chen; Linlin Shen (CoRR, 2025)

D^3-Talker: Dual-Branch Decoupled Deformation Fields for Few-Shot 3D Talking Head Synthesis. - Yuhang Guo; Kaijun Deng; Siyang Song; Jindong Xie; Wenhui Ma; Linlin Shen (CoRR, 2025)

CLIMS++: Cross Language Image Matching with Automatic Context Discovery for Weakly Supervised Semantic Segmentation. - Jinheng Xie; Songhe Deng; Xianxu Hou; Zhaochuan Luo; Linlin Shen; Yawen Huang; Yefeng Zheng 001; Mike Zheng Shou (Int. J. Comput. Vis., 2025)

ReactFace: Online Multiple Appropriate Facial Reaction Generation in Dyadic Interactions. - Cheng Luo; Siyang Song; Wei-Cheng Xie 001; Micol Spitale; Zongyuan Ge; Linlin Shen; Hatice Gunes (IEEE Trans. Vis. Comput. Graph., 2025)

Variable-length time series classification: Benchmarking, analysis and effective spectral pooling strategy. - Shiling Wu; Siyang Song; Songhe Deng; Weicheng Xie 001; Linlin Shen (Inf. Fusion, 2026)

Open-world Weakly-Supervised Object Localization. - Jinheng Xie; Zhaochuan Luo; Rouyi Li; Yawen Huang; Haozhe Liu; Yuexiang Li; Yefeng Zheng 001; Yang Zhang; Linlin Shen; Mike Zheng Shou (Pattern Recognit., 2026)