Guocan Feng

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 30

Top Topics

Dimensionality Reduction

Dictionary Learning

Magnetic Resonance

Top Venues

计算机科学

Int. J. Pattern Recognit. Artif. Intell.

Publications

Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Ziwei Yang, Zheyang Li, Quanshi Zhang
Unifying Fourteen Post-Hoc Attribution Methods With Taylor Interactions. IEEE Trans. Pattern Anal. Mach. Intell. 46 (7) (2024)
Peng Qin, Weifu Chen, Min Zhang, Defang Li, Guocan Feng
CC-GNN: A Clustering Contrastive Learning Network for Graph Semi-Supervised Learning. IEEE Access 12 (2024)
Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Ziwei Yang, Zheyang Li, Quanshi Zhang
Understanding and Unifying Fourteen Attribution Methods with Taylor Interactions. CoRR (2023)
Ruigang Zheng, Weifu Chen, Guocan Feng
Semi-supervised node classification via adaptive graph smoothing networks. Pattern Recognit. 124 (2022)
Defang Li, Min Zhang, Lifang Zhang, Weifu Chen, Guocan Feng
A novel attribute-based generation architecture for facial image editing. Multim. Tools Appl. 80 (4) (2021)
Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Xia Hu
A Unified Taylor Framework for Revisiting Attribution Methods. AAAI (2021)
Huiqi Deng, Na Zou, Weifu Chen, Guocan Feng, Mengnan Du, Xia Hu
Mutual Information Preserving Back-propagation: Learn to Invert for Faithful Attribution. KDD (2021)
Huiqi Deng, Na Zou, Weifu Chen, Guocan Feng, Mengnan Du, Xia Hu
Mutual Information Preserving Back-propagation: Learn to Invert for Faithful Attribution. CoRR (2021)
Zhong Zhao, Qi Shen, Guocan Feng, Jiehua Zhu
Collaborative coding and dictionary learning for nearest subspace classification. Soft Comput. 25 (11) (2021)
Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Xia Hu
A General Taylor Framework for Unifying and Revisiting Attribution Methods. CoRR (2021)
Haifeng Xia, Guocan Feng, Jia-xin Cai, Xin Tang, Hongmei Chi
Embedded conformal deep low-rank auto-encoder network for matrix recovery. Pattern Recognit. Lett. 132 (2020)
Xiezhang Li, Guocan Feng, Jiehua Zhu
An Algorithm of l1-Norm and l0-Norm Regularization Algorithm for CT Image Reconstruction from Limited Projection. Int. J. Biomed. Imaging 2020 (2020)
Huiqi Deng, Na Zou, Mengnan Du, Weifu Chen, Guocan Feng, Xia Hu
A Unified Taylor Framework for Revisiting Attribution Methods. CoRR (2020)
Huiqi Deng, Weifu Chen, Qi Shen, Andy Jinhua Ma, Pong C. Yuen, Guocan Feng
Invariant subspace learning for time series data based on dynamic time warping distance. Pattern Recognit. 102 (2020)
Qinhong Yan, Meihan Tang, Weifu Chen, Guocan Feng
Deep Convolutional Center-Based Clustering. PRCV (1) (2019)
Zhong Zhao, Guocan Feng, Lifang Zhang, Jiehua Zhu, Qi Shen
Novel orthogonal based collaborative dictionary learning for efficient face recognition. Knowl. Based Syst. 163 (2019)
Xuefei Zheng, Min Zhang, Jiawei Hu, Weifu Chen, Guocan Feng
Weighted Graph Classification by Self-Aligned Graph Convolutional Networks Using Self-Generated Structural Features. PRCV (2) (2018)
Weifu Chen, Mingquan Lin, Eli Gibson, Matthew Bastian-Jordan, Derek W. Cool, Zahra Kassam, Huageng Liang, Guocan Feng, Aaron D. Ward, Bernard Chiu
A self-tuned graph-based framework for localization and grading prostate cancer lesions: An initial evaluation based on multiparametric magnetic resonance imaging. Comput. Biol. Medicine 96 (2018)
Huiqi Deng, Weifu Chen, Andy Jinhua Ma, Qi Shen, Pong C. Yuen, Guocan Feng
Robust Shapelets Learning: Transform-Invariant Prototypes. PRCV (3) (2018)
Defang Li, Min Zhang, Weifu Chen, Guocan Feng
Facial Attribute Editing by Latent Space Adversarial Variational Autoencoders. ICPR (2018)
Hanbo Sun, Guocan Feng
基于改进的Porter Stemmer词干提取与核方法的垃圾邮件过滤算法 (Spam Filter Algorithm with Improved Porter Stemmer and Kernels Methods). 计算机科学 44 (Z6) (2017)
Jia-xin Cai, Xin Tang, Lifang Zhang, Guocan Feng
Learning Zeroth Class Dictionary for Human Action Recognition. CCCV (3) (2017)
Haibao Yu, Qi Shen, Guocan Feng
在反卷积网络中引入数值解可视化卷积神经网络 (Introduce Numerical Solution to Visualize Convolutional Neuron Networks Based on Numerical Solution). 计算机科学 44 (Z6) (2017)
Xiaoyi Qin, Weifu Chen, Qi Shen, Jianmin Jiang, Guocan Feng
Image Inpainting: A Contextual Consistent and Deep Generative Adversarial Training Approach. ACPR (2017)
Lifang Zhang, Qi Shen, Defang Li, Guocan Feng, Xin Tang, Patrick S. Wang
Adaptive Hashing with Sparse Modification for Scalable Image Retrieval. Int. J. Pattern Recognit. Artif. Intell. 31 (6) (2017)
Weifu Chen, Bernard Chiu, Eli Gibson, Matthew Bastian-Jordan, Derek Cool, Zahra Kassam, Huageng Liang, Aaron D. Ward, Qi Shen, Guocan Feng
A Graph-Based Multi-kernel Feature Weight Learning Framework for Detection and Grading of Prostate Lesions Using Multi-parametric MR Images. ACPR (2017)
Zhong Zhao, Guocan Feng, Jiehua Zhu, Qi Shen
Manifold learning: Dimensionality reduction and high dimensional data reconstruction via dictionary learning. Neurocomputing 216 (2016)
Xian'en Qiu, Yanyi Qiu, Guocan Feng, Peixing Li
A sparse fuzzy c-means algorithm based on sparse clustering framework. Neurocomputing 157 (2015)
Zhihong Luo, Guocan Feng
一种新的去除混合噪声的变分模型及其应用 (Novel Denosing Model and its Application for Images Corrupted by Different Types Noises). 计算机科学 42 (5) (2015)
Zhong Zhao, Guocan Feng
Efficient algorithm for sparse coding and dictionary learning with applications to face recognition. J. Electronic Imaging 24 (2) (2015)
Zhong Zhao, Guocan Feng
A Dictionary-Based Algorithm for Dimensionality Reduction and Data Reconstruction. ICPR (2014)
Xian'en Qiu, Zhong Zhao, Guocan Feng, Patrick S. P. Wang
A General Framework for Manifold Reconstruction from Dimensionality Reduction. Int. J. Pattern Recognit. Artif. Intell. 28 (2) (2014)
Qianying Wang, Pong Chi Yuen, Guocan Feng
Semi-supervised metric learning via topology preserving multiple semi-supervised assumptions. Pattern Recognit. 46 (9) (2013)
Weifu Chen, Guocan Feng
Spectral clustering with discriminant cuts. Knowl. Based Syst. 28 (2012)
Weifu Chen, Guocan Feng
Spectral clustering: A semi-supervised approach. Neurocomputing 77 (1) (2012)
Xin Tang, Guocan Feng
Weighted Group Sparse Representation Based on Robust Regression for Face Recognition. CCBR (2012)
Qianying Wang, Pong Chi Yuen, Guocan Feng, Patrick S. P. Wang
Similarity Learning Based on Semi-Supervised Graph for Classification. Int. J. Pattern Recognit. Artif. Intell. 26 (4) (2012)
Xin Tang, Patrick S. P. Wang, Guocan Feng
A Novel Supervised Structure Dictionary Learning for Classification Based on Sparse Representation. Int. J. Pattern Recognit. Artif. Intell. 26 (7) (2012)
Weifu Chen, Guocan Feng, Xiaolin Zou, Zhi-Yong Liu
A Competitive Model for Semi-supervised Discriminant Analysis. CCBR (2012)
Jianfang Hu, Guocan Feng, Jian-Huang Lai, Wei-Shi Zheng
Asymmetric Facial Shape Based on Symmetry Assumption. CCBR (2011)
Weifu Chen, Guocan Feng, Zhi-Yong Liu
Discriminant cuts for data clustering and analysis. ACPR (2011)
Weifu Chen, Guocan Feng
Semi-supervised Graph Learning: Near Strangers or Distant Relatives. ICPR (2010)
Chunyuan Lu, Jianmin Jiang, Guocan Feng
A Boosted Manifold Learning for Automatic Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 24 (2) (2010)
Weiwen Zou, Guocan Feng
ROI Image Retrieval Based on the Spatial Structure of Objects. CSIE (7) (2009)
Chunyuan Lu, Guocan Feng, Jianmin Jiang, Patrick S. P. Wang
Metric Learning: A general dimension reduction framework for classification and visualization. ICPR (2008)
Chunyuan Lu, Jianmin Jiang, Guocan Feng, Chunmei Qing
A Manifolded AdaBoost for Face Recognition. KES (1) (2008)
Jianmin Jiang, Guocan Feng
The spatial relationship of DCT coefficients between a block and its sub-blocks. IEEE Trans. Signal Process. 50 (5) (2002)
Guocan Feng, Jianmin Jiang
Image spatial transformation in DCT domain. ICIP (3) (2001)