Naiyang Guan

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 32

Top Topics

Negative Matrix Factorization

Scene Classification

Overlapping Community Detection

Top Venues

Publications

Yujie Miao, Xiaodong Yi, Naiyang Guan, Hailun Lu
DGAT-net: Dynamic Graph Attention for 3D Point Cloud Semantic Segmentation. ICIC (11) (2024)
Junjie Zhu, Yiying Li, Ke Yang, Naiyang Guan, Zunlin Fan, Chunping Qiu, Xiaodong Yi
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Junjie Zhu, Yiying Li, Chunping Qiu, Ke Yang, Naiyang Guan, Xiaodong Yi
MVP: Meta Visual Prompt Tuning for Few-Shot Remote Sensing Image Scene Classification. CoRR (2023)
Zhao Song, Ke Yang, Naiyang Guan, Junjie Zhu, Peng Qiao, Qingyong Hu
VPPT: Visual Pre-Trained Prompt Tuning Framework for Few-Shot Image Classification. ICASSP (2023)
Hang Cheng, Naiyang Guan, Jiangang Wu, Yujie Miao, Hao Li
Learning High-Quality Bounding Box for Rotated Object Detection via Rotated Cascade Region Proposal Network. CCRIS (2023)
Zhao Song, Ke Yang, Naiyang Guan, Junjie Zhu, Peng Qiao, Qingyong Hu
PVP: Pre-trained Visual Parameter-Efficient Tuning. CoRR (2023)
Junjie Zhu, Ke Yang, Chunping Qiu, Mengyuan Dai, Naiyang Guan, Xiaodong Yi
Hybrid Contrastive Prototypical Network for Few-Shot Scene Classification. ICIP (2023)
Kaihui Cheng, Chule Yang, Zunlin Fan, Dayan Wu, Naiyang Guan
TeAw: Text-Aware Few-Shot Remote Sensing Image Scene Classification. ICASSP (2023)
Chunping Qiu, Anzhu Yu, Xiaodong Yi, Naiyang Guan, Dianxi Shi, Xiaochong Tong
Open Self-Supervised Features for Remote-Sensing Image Scene Classification Using Very Few Samples. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Junjie Zhu, Ke Yang, Naiyang Guan, Xiaodong Yi, Chunping Qiu
HCPNet: Learning discriminative prototypes for few-shot remote sensing image scene classification. Int. J. Appl. Earth Obs. Geoinformation 123 (2023)
Chao Zhang, Chule Yang, Kaihui Cheng, Naiyang Guan, Hongbin Dong, Baosong Deng
MSIF: Multisize Inference Fusion-Based False Alarm Elimination for Ship Detection in Large-Scale SAR Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Guowei Wang, Naiyang Guan, Hanjia Ye, Xiaodong Yi, Hang Cheng, Junjie Zhu
Channel-Wise Mix-Fusion Deep Neural Networks for Zero-Shot Learning. ICASSP (2021)
Junjie Zhu, Xiaodong Yi, Naiyang Guan, Hang Cheng
Robust Re-weighting Prototypical Networks for Few-Shot Classification. ICRAI (2020)
Canqun Yang, Naiyang Guan
Correlation maximization machine for multi-modalities multiclass classification. Pattern Anal. Appl. 23 (1) (2020)
Mingkun Wang, Dianxi Shi, Naiyang Guan, Tao Zhang, Liujing Wang, Ruoxiang Li
Unsupervised Pedestrian Trajectory Prediction with Graph Neural Networks. ICTAI (2019)
Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis
Truncated Cauchy Non-Negative Matrix Factorization. IEEE Trans. Pattern Anal. Mach. Intell. 41 (1) (2019)
Haotian Wang, Wenjing Yang, Naiyang Guan
Cauchy sparse NMF with manifold regularization: A robust method for hyperspectral unmixing. Knowl. Based Syst. 184 (2019)
Chen Pan, Dianxi Shi, Naiyang Guan, Yongjun Zhang, Liujing Wang, Songchang Jin
Learning to Track by Bi-Directional Long Short-Term Memory Networks. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Mingkun Wang, Dianxi Shi, Naiyang Guan, Wei Yi, Tao Zhang, Zunlin Fan
Multi-Target Multi-Camera Tracking with Human Body Part Semantic Features. CIKM (2019)
Liujing Wang, Naiyang Guan, Dianxi Shi, Zunlin Fan, Longfei Su
Robust Semi-Supervised Non-Negative Matrix Factorization With Structured Normalization. IEEE Access 7 (2019)
Naiyang Guan, Tongliang Liu, Yangmuzi Zhang, Dacheng Tao, Larry S. Davis
Truncated Cauchy Non-negative Matrix Factorization. CoRR (2019)
Ziheng Gao, Naiyang Guan, Longfei Su
Graph Regularized Symmetric Non-Negative Matrix Factorization for Graph Clustering. ICDM Workshops (2018)
Naiyang Guan, Lei Shan, Canqun Yang, Weixia Xu, Minxuan Zhang
Delay Compensated Asynchronous Adam Algorithm for Deep Neural Networks. ISPA/IUCC (2017)
Yalin Liu, Naiyang Guan, Jie Liu
Deep Transductive Nonnegative Matrix Factorization for Speech Separation. ICMLA (2017)
Lin Zhu, Xiang Zhang, Wenju Zhang, Xuhui Huang, Naiyang Guan, Zhigang Luo
Unsupervised domain adaptation with joint supervised sparse coding and discriminative regularization term. ICIP (2017)
Weijiang Feng, Naiyang Guan, Yuan Li, Xiang Zhang, Zhigang Luo
Audio visual speech recognition with multimodal recurrent neural networks. IJCNN (2017)
Ziheng Gao, Naiyang Guan, Xuhui Huang, Xuefeng Peng, Zhigang Luo, Yuhua Tang
Distributed graph regularized non-negative matrix factorization with greedy coordinate descent. SMC (2016)
He Wang, Weixia Xu, Naiyang Guan, Canqun Yang
Monaural Speech Separation on Many Integrated Core Architecture. NCCET (2016)
Long Lan, Dacheng Tao, Chen Gong, Naiyang Guan, Zhigang Luo
Online Multi-Object Tracking by Quadratic Pseudo-Boolean Optimization. IJCAI (2016)
Qing Liao, Naiyang Guan, Chengkun Wu, Qian Zhang
Predicting Unknown Interactions Between Known Drugs and Targets via Matrix Completion. PAKDD (1) (2016)
Qing Liao, Naiyang Guan, Qian Zhang
Gauss-Seidel based non-negative matrix factorization for gene expression clustering. ICASSP (2016)
Fudong Liu, Xuejun Yang, Naiyang Guan, Xiaodong Yi
Online graph regularized non-negative matrix factorization for large-scale datasets. Neurocomputing 204 (2016)
Jue Wang, Naiyang Guan, Xuhui Huang, Zhigang Luo
Constraint-Relaxation Approach for Nonnegative Matrix Factorization: A Case Study. SMC (2015)
Ettore Murabito, Riccardo Colombo, Chengkun Wu, Malkhey Verma, Samrina Rehman, Jacky L. Snoep, Shaoliang Peng, Naiyang Guan, Xiangke Liao, Hans V. Westerhoff
SupraBiology 2014: Promoting UK-China collaboration on Systems Biology and High Performance Computing. Quant. Biol. 3 (1) (2015)
Qing Liao, Naiyang Guan, Qian Zhang
Logdet Divergence Based Sparse Non-Negative Matrix Factorization for Stable Representation. ICDM (2015)
Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang
Robust Local Coordinate Non-negative Matrix Factorization via Maximum Correntropy Criteria. SMC (2015)
Xiaoyao Yin, Lu Han, Hui Bai, Xiaochen Bo, Yun Bai, Cong Niu, Naiyang Guan, Zhigang Luo
New insights into the landscape relationships of host response to bacterial pathogens. IJCNN (2015)
Xiang Zhang, Naiyang Guan, Zhigang Luo, Xuejun Yang
Constrained Projective Non-negative Matrix Factorization for Semi-supervised Multi-label Learning. ICMLA (2015)
Shuyi Wu, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
Non-negative Low-Rank and Group-Sparse Matrix Factorization. MMM (2) (2015)
Cherong Zhou, Xiang Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo
Semi-supervised Non-negative Local Coordinate Factorization. ICONIP (2) (2015)
Wenju Zhang, Naiyang Guan, Dacheng Tao, Bin Mao, Xuhui Huang, Zhigang Luo
Correntropy supervised non-negative matrix factorization. IJCNN (2015)
Xiang Zhang, Naiyang Guan, Wenju Zhang, Xuhui Huang, Shuyi Wu, Zhigang Luo
Symmetric Non-negative Matrix Factorization Based Link Partition Method for Overlapping Community Detection. SMC (2015)
Huibin Tan, Xiang Zhang, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
Two-Dimensional Euler PCA for Face Recognition. MMM (2) (2015)
Long Lan, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo
Labelwalking nonnegative matrix factorization. ICASSP (2015)
Qing Liao, Xiang Zhang, Naiyang Guan, Qian Zhang
Local Coordinate Projective Non-negative Matrix Factorization. ICMLA (2015)
Bin Mao, Naiyang Guan, Dacheng Tao, Xuhui Huang, Zhigang Luo
Correntropy induced metric based graph regularized non-negative matrix factorization. SPAC (2014)
Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo, Xuejun Yang
Transductive nonnegative matrix factorization for semi-supervised high-performance speech separation. ICASSP (2014)
Weijiang Feng, Naiyang Guan, Xiang Zhang, Xuhui Huang, Zhigang Luo
Single image defogging with single and multiple hybrid scattering model. SPAC (2014)
Fudong Liu, Naiyang Guan, Yuhua Tang
Online graph regularized non-negative matrix factorization for streamming data. SPAC (2014)
Naiyang Guan, Dacheng Tao, Long Lan, Zhigang Luo, Xuejun Yang
Activity Recognition in Still Images with Transductive Non-negative Matrix Factorization. ECCV Workshops (1) (2014)
Yuanyuan Wang, Naiyang Guan, Bin Mao, Xuhui Huang, Zhigang Luo
Translation non-negative matrix factorization with fast optimization. SMC (2014)
Wenju Zhang, Naiyang Guan, Xuhui Huang, Zhigang Luo, Jianwu Li
Overlapping community detection via link partition of asymmetric weighted graph. SPAC (2014)
Xiang Zhang, Naiyang Guan, Long Lan, Dacheng Tao, Zhigang Luo
Box-constrained projective nonnegative matrix factorization via augmented Lagrangian method. IJCNN (2014)
Long Lan, Naiyang Guan, Xiang Zhang, Dacheng Tao, Zhigang Luo
Soft-constrained nonnegative matrix factorization via normalization. IJCNN (2014)
Lei Weit, Naiyang Guan, Xiang Zhang, Zhigang Luo, Dacheng Tao
Orthogonal Nonnegative Locally Linear Embedding. SMC (2013)
Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
Online Nonnegative Matrix Factorization With Robust Stochastic Approximation. IEEE Trans. Neural Networks Learn. Syst. 23 (7) (2012)
Naiyang Guan, Dacheng Tao, Zhigang Luo, John Shawe-Taylor
MahNMF: Manhattan Non-negative Matrix Factorization CoRR (2012)
Naiyang Guan, Xuhui Huang, Long Lan, Zhigang Luo, Xiang Zhang
Graph Based Semi-supervised Non-negative Matrix Factorization for Document Clustering. ICMLA (1) (2012)
Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
NeNMF: An Optimal Gradient Method for Nonnegative Matrix Factorization. IEEE Trans. Signal Process. 60 (6) (2012)
Xiang Zhang, Naiyang Guan, Zhigang Luo, Long Lan
Discriminative Locality Preserving Canonical Correlation Analysis. CCPR (2012)
Naiyang Guan, Xiang Zhang, Zhigang Luo, Long Lan
Sparse Representation Based Discriminative Canonical Correlation Analysis for Face Recognition. ICMLA (1) (2012)
Long Lan, Xuhui Huang, Naiyang Guan, Zhigang Luo, Xiang Zhang
Semi-supervised Non-negative Patch Alignment Framework. ICMLA (1) (2012)
Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
Manifold Regularized Discriminative Nonnegative Matrix Factorization With Fast Gradient Descent. IEEE Trans. Image Process. 20 (7) (2011)
Naiyang Guan, Dacheng Tao, Zhigang Luo, Bo Yuan
Non-Negative Patch Alignment Framework. IEEE Trans. Neural Networks 22 (8) (2011)