Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent. - Naiyang Guan; Dacheng Tao; Zhigang Luo; Bo Yuan 003 (IEEE Trans. Image Process., 2011)

Non-Negative Patch Alignment Framework. - Naiyang Guan; Dacheng Tao; Zhigang Luo; Bo Yuan 003 (IEEE Trans. Neural Networks, 2011)

Discriminative Locality Preserving Canonical Correlation Analysis. - Xiang Zhang 008; Naiyang Guan; Zhigang Luo; Long Lan (CCPR, 2012)

Graph Based Semi-supervised Non-negative Matrix Factorization for Document Clustering. - Naiyang Guan; Xuhui Huang; Long Lan; Zhigang Luo; Xiang Zhang 008 (ICMLA (1), 2012)

Sparse Representation Based Discriminative Canonical Correlation Analysis for Face Recognition. - Naiyang Guan; Xiang Zhang 008; Zhigang Luo; Long Lan (ICMLA (1), 2012)

Semi-supervised Non-negative Patch Alignment Framework. - Long Lan; Xuhui Huang; Naiyang Guan; Zhigang Luo; Xiang Zhang 008 (ICMLA (1), 2012)

MahNMF: Manhattan Non-negative Matrix Factorization - Naiyang Guan; Dacheng Tao; Zhigang Luo; John Shawe-Taylor (CoRR, 2012)

Online Nonnegative Matrix Factorization With Robust Stochastic Approximation. - Naiyang Guan; Dacheng Tao; Zhigang Luo; Bo Yuan 003 (IEEE Trans. Neural Networks Learn. Syst., 2012)

NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization. - Naiyang Guan; Dacheng Tao; Zhigang Luo; Bo Yuan 003 (IEEE Trans. Signal Process., 2012)

Orthogonal Nonnegative Locally Linear Embedding. - Lei Weit; Naiyang Guan; Xiang Zhang 008; Zhigang Luo; Dacheng Tao (SMC, 2013)

Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. - Naiyang Guan; Dacheng Tao; Long Lan; Zhigang Luo; Xuejun Yang (ECCV Workshops (1), 2014)

Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. - Naiyang Guan; Long Lan; Dacheng Tao; Zhigang Luo; Xuejun Yang (ICASSP, 2014)

Soft-constrained nonnegative matrix factorization via normalization. - Long Lan; Naiyang Guan; Xiang Zhang 008; Dacheng Tao; Zhigang Luo (IJCNN, 2014)

Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. - Xiang Zhang 008; Naiyang Guan; Long Lan; Dacheng Tao; Zhigang Luo (IJCNN, 2014)

Translation non-negative matrix factorization with fast optimization. - Yuanyuan Wang 004; Naiyang Guan; Bin Mao; Xuhui Huang; Zhigang Luo (SMC, 2014)

Single image defogging with single and multiple hybrid scattering model. - Weijiang Feng; Naiyang Guan; Xiang Zhang 008; Xuhui Huang; Zhigang Luo (SPAC, 2014)

Online graph regularized non-negative matrix factorization for streamming data. - Fudong Liu; Naiyang Guan; Yuhua Tang (SPAC, 2014)

Correntropy induced metric based graph regularized non-negative matrix factorization. - Bin Mao; Naiyang Guan; Dacheng Tao; Xuhui Huang; Zhigang Luo (SPAC, 2014)

Overlapping community detection via link partition of asymmetric weighted graph. - Wenju Zhang; Naiyang Guan; Xuhui Huang; Zhigang Luo; Jianwu Li (SPAC, 2014)

Labelwalking nonnegative matrix factorization. - Long Lan; Naiyang Guan; Xiang Zhang 008; Xuhui Huang; Zhigang Luo (ICASSP, 2015)

Logdet Divergence Based Sparse Non-Negative Matrix Factorization for Stable Representation. - Qing Liao 001; Naiyang Guan; Qian Zhang 001 (ICDM, 2015)

Local Coordinate Projective Non-negative Matrix Factorization. - Qing Liao 001; Xiang Zhang 008; Naiyang Guan; Qian Zhang 001 (ICMLA, 2015)

Constrained Projective Non-negative Matrix Factorization for Semi-supervised Multi-label Learning. - Xiang Zhang 008; Naiyang Guan; Zhigang Luo; Xuejun Yang (ICMLA, 2015)

Semi-supervised Non-negative Local Coordinate Factorization. - Cherong Zhou; Xiang Zhang 008; Naiyang Guan; Xuhui Huang; Zhigang Luo (ICONIP (2), 2015)

New insights into the landscape relationships of host response to bacterial pathogens. - Xiaoyao Yin; Lu Han; Hui Bai; Xiaochen Bo; Yun Bai; Cong Niu; Naiyang Guan; Zhigang Luo (IJCNN, 2015)

Correntropy supervised non-negative matrix factorization. - Wenju Zhang; Naiyang Guan; Dacheng Tao; Bin Mao; Xuhui Huang; Zhigang Luo (IJCNN, 2015)

Two-Dimensional Euler PCA for Face Recognition. - Huibin Tan; Xiang Zhang 008; Naiyang Guan; Dacheng Tao; Xuhui Huang; Zhigang Luo (MMM (2), 2015)

Non-negative Low-Rank and Group-Sparse Matrix Factorization. - Shuyi Wu; Xiang Zhang 008; Naiyang Guan; Dacheng Tao; Xuhui Huang; Zhigang Luo (MMM (2), 2015)

Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria. - Qing Liao 001; Xiang Zhang 008; Naiyang Guan; Qian Zhang 001 (SMC, 2015)

Constraint-Relaxation Approach for Nonnegative Matrix Factorization: A Case Study. - Jue Wang; Naiyang Guan; Xuhui Huang; Zhigang Luo (SMC, 2015)

Symmetric Non-negative Matrix Factorization Based Link Partition Method for Overlapping Community Detection. - Xiang Zhang 008; Naiyang Guan; Wenju Zhang; Xuhui Huang; Shuyi Wu; Zhigang Luo (SMC, 2015)

SupraBiology 2014: Promoting UK-China collaboration on Systems Biology and High Performance Computing. - Ettore Murabito; Riccardo Colombo; Chengkun Wu; Malkhey Verma; Samrina Rehman; Jacky L. Snoep; Shaoliang Peng; Naiyang Guan; Xiangke Liao; Hans V. Westerhoff (Quant. Biol., 2015)

Gauss-Seidel based non-negative matrix factorization for gene expression clustering. - Qing Liao 001; Naiyang Guan; Qian Zhang 001 (ICASSP, 2016)

Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization. - Long Lan; Dacheng Tao; Chen Gong 002; Naiyang Guan; Zhigang Luo (IJCAI, 2016)

Monaural Speech Separation on Many Integrated Core Architecture. - He Wang; Weixia Xu; Naiyang Guan; Canqun Yang (NCCET, 2016)

Predicting Unknown Interactions Between Known Drugs and Targets via Matrix Completion. - Qing Liao 001; Naiyang Guan; Chengkun Wu; Qian Zhang 001 (PAKDD (1), 2016)

Distributed graph regularized non-negative matrix factorization with greedy coordinate descent. - Ziheng Gao; Naiyang Guan; Xuhui Huang; Xuefeng Peng; Zhigang Luo; Yuhua Tang (SMC, 2016)

Online graph regularized non-negative matrix factorization for large-scale datasets. - Fudong Liu; Xuejun Yang; Naiyang Guan; Xiaodong Yi 002 (Neurocomputing, 2016)

Unsupervised domain adaptation with joint supervised sparse coding and discriminative regularization term. - Lin Zhu; Xiang Zhang 008; Wenju Zhang; Xuhui Huang; Naiyang Guan; Zhigang Luo (ICIP, 2017)

Deep Transductive Nonnegative Matrix Factorization for Speech Separation. - Yalin Liu; Naiyang Guan; Jie Liu (ICMLA, 2017)

Audio visual speech recognition with multimodal recurrent neural networks. - Weijiang Feng; Naiyang Guan; Yuan Li 007; Xiang Zhang 008; Zhigang Luo (IJCNN, 2017)

Delay Compensated Asynchronous Adam Algorithm for Deep Neural Networks. - Naiyang Guan; Lei Shan; Canqun Yang; Weixia Xu; Minxuan Zhang (ISPA/IUCC, 2017)

Graph Regularized Symmetric Non-Negative Matrix Factorization for Graph Clustering. - Ziheng Gao; Naiyang Guan; Longfei Su (ICDM Workshops, 2018)

Multi-Target Multi-Camera Tracking with Human Body Part Semantic Features. - Mingkun Wang; Dianxi Shi; Naiyang Guan; Wei Yi; Tao Zhang; Zunlin Fan (CIKM, 2019)

Unsupervised Pedestrian Trajectory Prediction with Graph Neural Networks. - Mingkun Wang; Dianxi Shi; Naiyang Guan; Tao Zhang; Liujing Wang; Ruoxiang Li (ICTAI, 2019)

Learning to Track by Bi-Directional Long Short-Term Memory Networks. - Chen Pan; Dianxi Shi; Naiyang Guan; Yongjun Zhang 006; Liujing Wang; Songchang Jin (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Robust Semi-Supervised Non-Negative Matrix Factorization With Structured Normalization. - Liujing Wang; Naiyang Guan; Dianxi Shi; Zunlin Fan; Longfei Su (IEEE Access, 2019)

Cauchy sparse NMF with manifold regularization: A robust method for hyperspectral unmixing. - Haotian Wang 001; Wenjing Yang 002; Naiyang Guan (Knowl. Based Syst., 2019)

Truncated Cauchy Non-Negative Matrix Factorization. - Naiyang Guan; Tongliang Liu; Yangmuzi Zhang; Dacheng Tao; Larry S. Davis (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Robust Re-weighting Prototypical Networks for Few-Shot Classification. - Junjie Zhu; Xiaodong Yi 002; Naiyang Guan; Hang Cheng (ICRAI, 2020)

Correlation maximization machine for multi-modalities multiclass classification. - Canqun Yang; Naiyang Guan (Pattern Anal. Appl., 2020)

Channel-Wise Mix-Fusion Deep Neural Networks for Zero-Shot Learning. - Guowei Wang; Naiyang Guan; Hanjia Ye; Xiaodong Yi 002; Hang Cheng; Junjie Zhu (ICASSP, 2021)

MSIF: Multisize Inference Fusion-Based False Alarm Elimination for Ship Detection in Large-Scale SAR Images. - Chao Zhang 074; Chule Yang; Kaihui Cheng; Naiyang Guan; Hongbin Dong; Baosong Deng (IEEE Trans. Geosci. Remote. Sens., 2022)

Learning High-Quality Bounding Box for Rotated Object Detection via Rotated Cascade Region Proposal Network. - Hang Cheng; Naiyang Guan; Jiangang Wu; Yujie Miao; Hao Li (CCRIS, 2023)

TeAw: Text-Aware Few-Shot Remote Sensing Image Scene Classification. - Kaihui Cheng; Chule Yang; Zunlin Fan; Dayan Wu; Naiyang Guan (ICASSP, 2023)

VPPT: Visual Pre-Trained Prompt Tuning Framework for Few-Shot Image Classification. - Zhao Song 011; Ke Yang 004; Naiyang Guan; Junjie Zhu; Peng Qiao; Qingyong Hu (ICASSP, 2023)

Hybrid Contrastive Prototypical Network for Few-Shot Scene Classification. - Junjie Zhu; Ke Yang; Chunping Qiu; Mengyuan Dai; Naiyang Guan; Xiaodong Yi 002 (ICIP, 2023)

PVP: Pre-trained Visual Parameter-Efficient Tuning. - Zhao Song 011; Ke Yang 004; Naiyang Guan; Junjie Zhu; Peng Qiao; Qingyong Hu (CoRR, 2023)

MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification. - Junjie Zhu; Yiying Li; Chunping Qiu; Ke Yang; Naiyang Guan; Xiaodong Yi 002 (CoRR, 2023)

Open Self-Supervised Features for Remote-Sensing Image Scene Classification Using Very Few Samples. - Chunping Qiu; Anzhu Yu; Xiaodong Yi 002; Naiyang Guan; Dianxi Shi; Xiaochong Tong (IEEE Geosci. Remote. Sens. Lett., 2023)

HCPNet: Learning discriminative prototypes for few-shot remote sensing image scene classification. - Junjie Zhu; Ke Yang; Naiyang Guan; Xiaodong Yi 002; Chunping Qiu (Int. J. Appl. Earth Obs. Geoinformation, 2023)

Zero-Shot Sea-Land Segmentation Based on Edge Analysis and Automatic Prompt Point Generation. - Hao Li; Chule Yang; Naiyang Guan (ICARCV, 2024)

Text-Guided Feature Mining for Fine-Grained Ship Classification in Optical Remote Sensing Images. - Xiao Liu; Hao Wang; Chule Yang; Ke Yang; Naiyang Guan (ICARCV, 2024)

DGAT-net: Dynamic Graph Attention for 3D Point Cloud Semantic Segmentation. - Yujie Miao; Xiaodong Yi 002; Naiyang Guan; Hailun Lu (ICIC (11), 2024)

MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification. - Junjie Zhu; Yiying Li; Ke Yang; Naiyang Guan; Zunlin Fan; Chunping Qiu; Xiaodong Yi 002 (IEEE Trans. Geosci. Remote. Sens., 2024)

Simple yet Effective Incomplete Multi-view Clustering: Similarity-level Imputation and Intra-view Hybrid-group Prototype Construction. - Shengju Yu; Zhibin Dong; Siwei Wang 001; Pei Zhang 008; Yi Zhang 104; Xinwang Liu 002; Naiyang Guan; Tiejun Li; Yiu-ming Cheung (ICLR, 2025)

LPN: Language-Guided Prototypical Network for Few-Shot Classification. - Kaihui Cheng; Chule Yang; Xiao Liu; Naiyang Guan; Zhiyuan Wang (IEEE Trans. Circuits Syst. Video Technol., 2025)