Nuclear-L1 Norm Joint Regression for Face Reconstruction and Recognition. - Lei Luo 001; Jian Yang 003; Jianjun Qian; Ying Tai (ACCV (2), 2014)

Schatten p-Norm Based Matrix Regression Model for Image Classification. - Lei Luo 001; Jian Yang 003; Jinhui Chen; Yicheng Gao (CCPR (1), 2014)

Nuclear Norm Regularized Sparse Coding. - Lei Luo 001; Jian Yang 003; Jianjun Qian; Jingyu Yang 001 (ICPR, 2014)

Nuclear Norm based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes. - Jian Yang 003; Jianjun Qian; Lei Luo 001; Fanlong Zhang; Yicheng Gao (CoRR, 2014)

Locality-constrained group sparse coding regularized NMR for robust face recognition. - Hengmin Zhang; Wei Luo 006; Jian Yang 003; Lei Luo 001 (ACPR, 2015)

Orthogonal Procrustes Problem Based Regression with Application to Face Recognition with Pose Variations. - Ying Tai; Jian Yang 003; Lei Luo 001; Jianjun Qian (IScIDE (1), 2015)

Mixed noise removal by weighted low rank model. - Jielin Jiang; Jian Yang 003; Yan Cui 007; Lei Luo 001 (Neurocomputing, 2015)

Nuclear-L1 norm joint regression for face reconstruction and recognition with mixed noise. - Lei Luo 001; Jian Yang 003; Jianjun Qian; Ying Tai (Pattern Recognit., 2015)

Robust nuclear norm regularized regression for face recognition with occlusion. - Jianjun Qian; Lei Luo 001; Jian Yang 003; Fanlong Zhang; Zhouchen Lin (Pattern Recognit., 2015)

Matrix Variate Distribution-Induced Sparse Representation for Robust Image Classification. - Jinhui Chen; Jian Yang 003; Lei Luo 001; Jianjun Qian; Wei Xu (IEEE Trans. Neural Networks Learn. Syst., 2015)

Dual approximated nuclear norm based matrix regression via adaptive line search scheme. - Lei Luo 001; Qinghua Tu; Jian Yang 003; Yigong Zhang (ICPR, 2016)

Structural Orthogonal Procrustes Regression for Face Recognition with Pose Variations and Misalignment. - Ying Tai; Jian Yang 003; Fanlong Zhang; Yigong Zhang; Lei Luo 001; Jianjun Qian (SDM, 2016)

Schatten p-norm based principal component analysis. - Heyou Chang; Lei Luo 001; Jian Yang 003; Meng Yang 001 (Neurocomputing, 2016)

Adaptive noise dictionary construction via IRRPCA for face recognition. - Yu Chen 037; Jian Yang 003; Lei Luo 001; Hengmin Zhang; Jianjun Qian; Ying Tai; Jian Zhang 025 (Pattern Recognit., 2016)

Learning discriminative singular value decomposition representation for face recognition. - Ying Tai; Jian Yang 003; Lei Luo 001; Fanlong Zhang; Jianjun Qian (Pattern Recognit., 2016)

Double Low Rank Matrix Recovery for Saliency Fusion. - Junxia Li; Lei Luo 001; Fanlong Zhang; Jian Yang 003; Deepu Rajan (IEEE Trans. Image Process., 2016)

Tree-Structured Nuclear Norm Approximation With Applications to Robust Face Recognition. - Lei Luo 001; Liang Chen 003; Jian Yang 003; Jianjun Qian; Bob Zhang 001 (IEEE Trans. Image Process., 2016)

Face Recognition With Pose Variations and Misalignment via Orthogonal Procrustes Regression. - Ying Tai; Jian Yang 003; Yigong Zhang; Lei Luo 001; Jianjun Qian; Yu Chen 037 (IEEE Trans. Image Process., 2016)

Kernel orthogonal Procrustes regression for face recognition across pose. - Ying Tai; Jian Yang 003; Lei Luo 001; Jianjun Qian (Neurocomputing, 2017)

Bi-weighted robust matrix regression for face recognition. - Jianchun Xie; Jian Yang 003; Jianjun Qian; Lei Luo 001 (Neurocomputing, 2017)

Nuclear Norm Based Matrix Regression with Applications to Face Recognition with Occlusion and Illumination Changes. - Jian Yang 003; Lei Luo 001; Jianjun Qian; Ying Tai; Fanlong Zhang; Yong Xu 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

Low-Rank Latent Pattern Approximation With Applications to Robust Image Classification. - Shuo Chen 003; Jian Yang 003; Lei Luo 001; Yang Wei; Kaihua Zhang 001; Ying Tai (IEEE Trans. Image Process., 2017)

Robust Image Regression Based on the Extended Matrix Variate Power Exponential Distribution of Dependent Noise. - Lei Luo 001; Jian Yang 003; Jianjun Qian; Ying Tai; Gui-Fu Lu (IEEE Trans. Neural Networks Learn. Syst., 2017)

Matrix Variate Gaussian Mixture Distribution Steered Robust Metric Learning. - Lei Luo 001; Heng Huang (AAAI, 2018)

Multi-Level Metric Learning via Smoothed Wasserstein Distance. - Jie Xu 012; Lei Luo 001; Cheng Deng; Heng Huang (IJCAI, 2018)

New Robust Metric Learning Model Using Maximum Correntropy Criterion. - Jie Xu 012; Lei Luo 001; Cheng Deng; Heng Huang (KDD, 2018)

Bilevel Distance Metric Learning for Robust Image Recognition. - Jie Xu 012; Lei Luo 001; Cheng Deng; Heng Huang (NeurIPS, 2018)

An adaptive line search scheme for approximated nuclear norm based matrix regression. - Lei Luo 001; Qinghua Tu; Jian Yang 003; Jingyu Yang 001 (Neurocomputing, 2018)

Nonparametric Bayesian Correlated Group Regression With Applications to Image Classification. - Lei Luo 001; Jian Yang 003; Bob Zhang 001; Jielin Jiang; Heng Huang (IEEE Trans. Neural Networks Learn. Syst., 2018)

Orthogonality-Promoting Dictionary Learning via Bayesian Inference. - Lei Luo 001; Jie Xu 012; Cheng Deng; Heng Huang (AAAI, 2019)

Robust Metric Learning on Grassmann Manifolds with Generalization Guarantees. - Lei Luo 001; Jie Xu 012; Cheng Deng; Heng Huang (AAAI, 2019)

Curvilinear Distance Metric Learning. - Shuo Chen 003; Lei Luo 001; Jian Yang 003; Chen Gong 002; Jun Li 027; Heng Huang (NeurIPS, 2019)

Nesting-structured nuclear norm minimization for spatially correlated matrix variate. - Lei Luo 001; Jian Yang 003; Yigong Zhang; Yong Xu 001; Heng Huang (Pattern Recognit., 2019)

Adversarial Nonnegative Matrix Factorization. - Lei Luo 001; Yanfu Zhang; Heng Huang (ICML, 2020)

Sinkhorn Regression. - Lei Luo 001; Jian Pei 001; Heng Huang (IJCAI, 2020)

Unsupervised Hyperbolic Metric Learning. - Jiexi Yan; Lei Luo 001; Cheng Deng; Heng Huang (CVPR, 2021)

Learning Better Visual Data Similarities via New Grouplet Non-Euclidean Embedding. - Yanfu Zhang; Lei Luo 001; Wenhan Xian; Heng Huang (ICCV, 2021)

Unified Fairness from Data to Learning Algorithm. - Yanfu Zhang; Lei Luo 001; Heng Huang (ICDM, 2021)

A new nonlocal means based framework for mixed noise removal. - Jielin Jiang; Kang Yang; Jian Yang 003; Zhi-Xin Yang 001; Yadang Chen; Lei Luo 001 (Neurocomputing, 2021)

Learnable low-rank latent dictionary for subspace clustering. - Yesong Xu; Shuo Chen 003; Jun Li 027; Lei Luo 001; Jian Yang 003 (Pattern Recognit., 2021)

δ-Norm-Based Robust Regression With Applications to Image Analysis. - Shuo Chen 003; Jian Yang 003; Yang Wei; Lei Luo 001; Gui-Fu Lu; Chen Gong 002 (IEEE Trans. Cybern., 2021)

Discriminative Cross-Modality Attention Network for Temporal Inconsistent Audio-Visual Event Localization. - Hanyu Xuan; Lei Luo 001; Zhenyu Zhang 005; Jian Yang 003; Yan Yan 002 (IEEE Trans. Image Process., 2021)

Noise Is Also Useful: Negative Correlation-Steered Latent Contrastive Learning. - Jiexi Yan; Lei Luo 001; Chenghao Xu; Cheng Deng; Heng Huang (CVPR, 2022)

Curriculum Temperature for Knowledge Distillation. - Zheng Li 028; Xiang Li 041; Lingfeng Yang; Borui Zhao; Renjie Song; Lei Luo 001; Jun Li 027; Jian Yang 003 (AAAI, 2023)

Faster Fair Machine via Transferring Fairness Constraints to Virtual Samples. - Zhou Zhai; Lei Luo 001; Heng Huang; Bin Gu 001 (AAAI, 2023)

Denoising Multi-Similarity Formulation: A Self-Paced Curriculum-Driven Approach for Robust Metric Learning. - Chenkang Zhang; Lei Luo 001; Bin Gu 001 (AAAI, 2023)

Local-Fusion Diffusion Model for Enhancing Few-Shot Image Generation. - Jishuai Hou; Lei Luo 001; Jian Yang 003 (ICIG (1), 2023)

Graph Matching Optimization Network for Point Cloud Registration. - Qianliang Wu; Yaqi Shen; Haobo Jiang; Guofeng Mei; Yaqing Ding 001; Lei Luo 001; Jin Xie 001; Jian Yang 003 (IROS, 2023)

Doubly Robust AUC Optimization against Noisy and Adversarial Samples. - Chenkang Zhang; Wanli Shi; Lei Luo 001; Bin Gu 001 (KDD, 2023)

Large-scale Point Cloud Registration Based on Graph Matching Optimization. - Qianliang Wu; Yaqi Shen; Guofeng Mei; Yaqing Ding 001; Lei Luo 001; Jin Xie 001; Jian Yang 003 (CoRR, 2023)

SGFeat: Salient Geometric Feature for Point Cloud Registration. - Qianliang Wu; Yaqing Ding 001; Lei Luo 001; Chuanwei Zhou; Jin Xie 001; Jian Yang 003 (CoRR, 2023)

Hyperbolic embedding steered spatiotemporal graph convolutional network for video-based remote heart rate estimation. - Hang Shao 001; Lei Luo 001; Shuo Chen 003; Chuanfei Hu; Jian Yang 003 (Eng. Appl. Artif. Intell., 2023)

Adaptive Hierarchical Similarity Metric Learning With Noisy Labels. - Jiexi Yan; Lei Luo 001; Cheng Deng; Heng Huang (IEEE Trans. Image Process., 2023)

Frequency-Spatial Entanglement Learning for Camouflaged Object Detection. - Yanguang Sun; Chunyan Xu; Jian Yang 003; Hanyu Xuan; Lei Luo 001 (ECCV (6), 2024)

Diff-Reg: Diffusion Model in Doubly Stochastic Matrix Space for Registration Problem. - Qianliang Wu; Haobo Jiang; Lei Luo 001; Jun Li 027; Yaqing Ding 001; Jin Xie 001; Jian Yang 003 (ECCV (65), 2024)

Efficiency Calibration of Implicit Regularization in Deep Networks via Self-paced Curriculum-Driven Singular Value Selection. - Zhe Li; Shuo Chen 003; Jian Yang 003; Lei Luo 001 (IJCAI, 2024)

SGNet: Salient Geometric Network for Point Cloud Registration. - Qianliang Wu; Yaqing Ding 001; Lei Luo 001; Haobo Jiang; Shuo Gu; Chuanwei Zhou; Jin Xie 001; Jian Yang 003 (IROS, 2024)

PCA Lab's Solution for RePSS 2024 by Vision-based Self-supervised Remote Heart Rate Sensing. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Wei Zhuo; Chuanfei Hu; Jian Yang 003 (RePSS@IJCAI, 2024)

Video-based Remote Blood Pressure Measurement Using Convolutional Networks and Random Forest. - Wei Zhuo; Jianjun Qian; Hang Shao 001; Lei Luo 001; Jian Yang 003 (RePSS@IJCAI, 2024)

Diff-PCR: Diffusion-Based Correspondence Searching in Doubly Stochastic Matrix Space for Point Cloud Registration. - Qianliang Wu; Haobo Jiang; Yaqing Ding 001; Lei Luo 001; Jin Xie 001; Jian Yang 003 (CoRR, 2024)

Diff-Reg v1: Diffusion Matching Model for Registration Problem. - Qianliang Wu; Haobo Jiang; Lei Luo 001; Jun Li 027; Yaqing Ding 001; Jin Xie 001; Jian Yang 003 (CoRR, 2024)

GLCONet: Learning Multi-source Perception Representation for Camouflaged Object Detection. - Yanguang Sun; Hanyu Xuan; Jian Yang 003; Lei Luo 001 (CoRR, 2024)

ERDDCI: Exact Reversible Diffusion via Dual-Chain Inversion for High-Quality Image Editing. - Jimin Dai; Yingzhen Zhang; Shuo Chen 003; Jian Yang 003; Lei Luo 001 (CoRR, 2024)

Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction. - Hongliang Zhang 002; Shuo Chen 003; Lei Luo 001; Jian Yang 003 (CoRR, 2024)

Robust Audio-Visual Contrastive Learning for Proposal-Based Self-Supervised Sound Source Localization in Videos. - Hanyu Xuan; Zhiliang Wu; Jian Yang 003; Bo Jiang 002; Lei Luo 001; Xavier Alameda-Pineda; Yan Yan 002 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

FeverNet: Enabling accurate and robust remote fever screening. - Mengkai Yan; Jianjun Qian; Hang Shao 001; Lei Luo 001; Jian Yang 003 (Pattern Recognit., 2024)

Few-shot learning with long-tailed labels. - Hongliang Zhang 002; Shuo Chen 003; Lei Luo 001; Jiang Yang (Pattern Recognit., 2024)

United Domain Cognition Network for Salient Object Detection in Optical Remote Sensing Images. - Yanguang Sun; Jian Yang 003; Lei Luo 001 (IEEE Trans. Geosci. Remote. Sens., 2024)

TranPulse: Remote Photoplethysmography Estimation With Time-Varying Supervision to Disentangle Multiphysiologically Interference. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Shuo Chen 003; Chuanfei Hu; Jian Yang 003 (IEEE Trans. Instrum. Meas., 2024)

TranPhys: Spatiotemporal Masked Transformer Steered Remote Photoplethysmography Estimation. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Shuo Chen 003; Chuanfei Hu; Jian Yang 003 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Dual Manifold Regularization Steered Robust Representation Learning for Point Cloud Analysis. - Jian Bi; Qianliang Wu; Jianjun Qian; Lei Luo 001; Jian Yang 003 (AAAI, 2025)

Remote Photoplethysmography in Real-World and Extreme Lighting Scenarios. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Mengkai Yan; Shuo Chen 003; Jian Yang 003 (CVPR, 2025)

Diff-Reg v2: Diffusion-Based Matching Matrix Estimation for Image Matching and 3D Registration. - Qianliang Wu; Haobo Jiang; Yaqing Ding 001; Lei Luo 001; Jin Xie 001; Jian Yang 003 (CoRR, 2025)

Video-Based Multiphysiological Disentanglement and Remote Robust Estimation for Respiration. - Hang Shao 001; Lei Luo 001; Jianjun Qian; Mengkai Yan; Shangbing Gao; Jian Yang 003 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Dual-Perspective United Transformer for Object Segmentation in Optical Remote Sensing Images. - Yanguang Sun; Jiexi Yan; Jianjun Qian; Chunyan Xu; Jian Yang 003; Lei Luo 001 (CoRR, 2025)

Straighten Viscous Rectified Flow via Noise Optimization. - Jimin Dai; Jiexi Yan; Jian Yang 003; Lei Luo 001 (CoRR, 2025)

Self-Supervised Temperature Representation Learning for Fever Screening. - Mengkai Yan; Jianjun Qian; Hang Shao 001; Lei Luo 001; Jian Yang 003 (IEEE Trans. Cybern., 2025)

GLCONet: Learning Multisource Perception Representation for Camouflaged Object Detection. - Yanguang Sun; Hanyu Xuan; Jian Yang 003; Lei Luo 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)