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1. Pengfei Zhang, Guiyuan Jiang, Kehan Kang, Junyu Dong, Chong Peng*, Inter-class Separable Anchor Concept Factorization on Bipartite Graph ， Knowledge-based Systems (中科院一区Top) ， 2025 ， 通讯作者
2. Chong Peng , Kehan Kang, Yongyong Chen, Zhao Kang, Qiang Cheng, Chenglizhhao Chen*,Fine-Grained Essential Tensor Learning for Multi-View Subspace Clustering ， IEEE Transactions on Image Processing(中科院1区top,CCF-A) ， 2024 ， 第一作者
3. Chong Peng , Pengfei Zhang, Zhao Kang, Qiang Cheng, Yongyong Chen*，Chenglizhao Chen*，Fine-Grained Bipartite Concept Factorization for Clustering ， IEEE International Conference on Computer Vision and Pattern Recognition (CVPR，CCF-A) ， 2024 ， 第一作者
4. Chong Peng , Kai Zhang, Yongyong Chen*, Chenglizhao Chen*, Qiang Cheng, Cross-View Diversity Embedded Consensus Learning for Multi-View Clustering ， International Joint Conference on Artificial Intelligence(IJCAI, CCF-A) ， 2024 ， 第一作者
5. Chong Peng ,Xingrong Hou Yongyong Chen, Zhao Kang, Qiang Cheng, Chenglizhao Chen*，Global and local similarity learning in multi-kernel space for nonnegative matrix factorization ， Knowledge-Based Systems(中科院1区) ， 2023 ， 第一作者
6. Kehan Kang, Chenglizhao Chen, Chong Peng* ，Consensus Low-Rank Multi-View Subspace Clustering With Cross-View Diversity Preserving ， IEEE Signal Processing Letters(中科院2区) ， 2023 ， 通讯作者
7. Fusheng Wang, Chenglizhao Chen, Chong Peng* ，Essential Low-Rank Sample Learning for Group-Aware Subspace Clustering ， IEEE Signal Processing Letters(中科院2区) ， 2023 ， 通讯作者
8. Hengsen Wang, Chenglizhao Chen, Linfeng Li, Chong Peng* , Video Saliency Object Detection with Motion Quality Compensation ， ELECTRONICS(中科院4区) ， 2023 ， 通讯作者
9. Chenglizhao Chen, Hengsen Wang, Yuming Fang, Chong Peng* , A Novel Long-term Iterative Mining Scheme for Video Salient Object Detection ， IEEE Transactions on Circuits and Systems for Video Technology(中科院1区top, CCF-B) ， 2022 ， 通讯作者
10. Chong Peng , Zhilu Zhang, Zhao Kang, Qiang Cheng, Chenglizhao Chen*, Two-Dimensional Semi-Nonnegative Matrix Factorization for Clustering ， Information Sciences(中科院1区, CCF-B) ， 2022 ， 第一作者
11. Chong Peng , Jing Zhang, Yongyong Chen, Xin Xing,Chenglizhao Chen,Zhao Kang,Qiang Cheng, Li Guo*, Preserving Bilateral View Structural Information for Subspace Clustering ， Knowledge-Based Systems(中科院1区) ， 2022 ， 第一作者
12. Chong Peng , Yiqun Zhang, Yongyong Chen, Zhao Kang, Qiang Cheng, Chenglizhao Chen*, Log-based sparse nonnegative matrix factorization for data representation ， Knowledge-Based Systems(中科院1区) ， 2022 ， 第一作者
13. Xinxing Wu, Chong Peng , Gregory Jicha, Donna Wilcock, Qiang Cheng*, PRIME: Uncovering Circadian Oscillation Patterns and Associations with AD in Untimed Genome-wide Gene Expression across Multiple Brain Regions ， Journal Of The American Medical Informatics Association(AMIA,中科院1区) ， 2022 ， 第二作者
14. Xinxing Wu, Chong Peng , Peter T. Nelson, Qiang Cheng*, Alcohol Intake Differentiates AD and LATE: A Telltale Lifestyle from Two Large-Scale Datasets ， Journal Of The American Medical Informatics Association(AMIA,中科院1区) ， 2022 ， 第二作者
15. Xin Xing, Chong Peng , Yu Zhang, Ailing Lin, Nathan Jacobs*, AssocFormer: Association Transformer for Multi-label Classification ， British Machine Vision Conference (BMVC, CCF-C) ， 2022 ， 第二作者
16. Xinxing Wu, Chong Peng , Peter T. Nelson, Qiang Cheng*, Machine Learning Approach Predicts Probability of Time to Stage-Specific Conversion of Alzheimer’s Disease ， Journal of Alzheimer’s disease: JAD (中科院3区) ， 2022 ， 第二作者
17. Keke Fei, Chong Peng* , Kehan Kang, Wenjiang Shao, Robust Sparse and Low-rank Subspace Clustering with Log-based Nonconvex Approximations ， International Conference on Big Data Technology ， 2022 ， 通讯作者
18. Chong Peng , Qiang Cheng*, Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data ， IEEE Transactions on Neural Networks and Learning Systems(中科院1区top) ， 2021 ， 第一作者
19. Chenglizhao Chen, Guotao Wang, Yuming Fang, Dingwen Zhang, Hong Qin, Chong Peng* , Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object Detection ， IEEE Transactions on Image Processing(中科院1区top) ， 2021 ， 通讯作者
20. Chenglizhao Chen, Jipeng Wei, Hong Qin, Chong Peng* , Depth-Quality-Aware Salient Object Detection ， IEEE Transactions on Image Processing(中科院1区top) ， 2021 ， 通讯作者
21. Chong Peng , Qian Zhang, Zhao Kang, Qiang Cheng, Chenglizhao Chen*, Nonnegative Matrix Factorization with Local Similarity Learning ， Information Sciences(中科院1区, CCF-B) ， 2021 ， 第一作者
22. Chong Peng , Qian Zhang, Zhao Kang, Qiang Cheng, Chenglizhao Chen*, Kernel Two-Dimensional Ridge Regression for Subspace Clustering ， Pattern Recognition(中科院1区top) ， 2021 ， 第一作者
23. Chenglizhao Chen, Jia Song, Guotao Wang, Yuming Fang, Chong Peng* , A Novel Video Salient Object Detection Method via Semi-supervised Motion Quality Perception ， IEEE Transactions on Circuits and Systems for Video Technology(中科院1区top) ， 2021 ， 通讯作者
24. Chong Peng , Yang Liu, Xin Zhang, Zhao Kang, Yongyong Chen,Qiang Cheng, Chenglizhao Chen*, Learning Discriminative Representation for Image Classification ， Knowledge-Based Systems(中科院1区) ， 2021 ， 第一作者
25. Chenglizhao Chen, Hongmeng Zhao, Huan Yang, Hong Qin, Chong Peng* , Full Reference Screen Content Image Quality Assessment by Fusing Multi-level Structure Similarity ， ACM Transactions on Multimedia Computing, Communications, and Applications (TOMM) ， 2021 ， 通讯作者
26. Yang Liu, Qian Zhang, Yongyong Chen, QiangCheng, Chong Peng* , Hyperspectral Image Denoising With Log-based Robust PCA ， IEEE International Conference on Image Processing (ICIP, 中科院3区) ， 2021 ， 通讯作者
27. Yongyong Chen, Shuqing Wang*, Chong Peng , Guangming Lu, Yicong Zhou,Partial Tubal Nuclear Norm-Regularized Multiview Subspace Learning ， ACM International Conference on Multimedia (ACM MM, CCF-A) ， 2021 ， 第三作者
28. Yongyong Chen, Xiaolin Xiao, Chong Peng , Guangming Lu, Yicong Zhou*, Low-Rank Tensor Graph Learning for Multi-View Subspace Clustering ， IEEE Transactions on Circuits and Systems for Video Technology (中科院1区) ， 2021 ， 第三作者
29. Jiangxin Li, Zhao Kang*, Chong Peng , Wenyu Chen, Self-Paced Two-dimensional PCA ， Proceedings of the AAAI Conference on Artificial Intelligence (CCF-A) ， 2021 ， 第三作者
30. XinXing Wu, Chong Peng , Peter T. Nelson, Qiang Cheng*, Random forestintegrated analysis in AD and LATE brain transcriptome-wide data to identify diseasespecific gene expression ， PLoS ONE (CCF-A) ， 2021 ， 第二作者
31. Yongyong Chen, Shuqing Wang, Chong Peng , Zhongyun Hua*, Yicong Zhou, Generalized Nonconvex Low-Rank Tensor Approximation for Multi-View Subspace Clustering ， IEEE Transactions on Image Processing (中科院1区top) ， 2021 ， 第二作者
32. Chenglizhao Chen, Jipeng Wei, Weizhong Zhang, Hong Qin, Chong Peng* , Improved Saliency Detection in RGB-D Images Using Two-Phase Depth Estimation and Selective Deep Fusion ， IEEE Transactions on Image Processing（中科院1区top） ， 2020 ， 通讯作者
33. Chong Peng , Yongyong Chen, Zhao Kang, Qiang Cheng, Chenglizhao Chen*, Robust Principal Component Analysis: A Factorization- Based Approach with Linear Complexity ， Information Sciences (中科院1区top) ， 2020 ， 第一作者
34. Qian Zhang, Chong Peng* , Feature Selection Embedded Robust K-Means ， IEEE ACCESS (中科院2区) ， 2020 ， 通讯作者
35. Zhao Kang, Xiao Lu, Yiwei Lu, Chong Peng , Wenyu Chen*, Zenglin Xu, Structure learning with similarity preserving ， Neural Networks(中科院1区) ， 2020 ， 第四作者
36. Zhao Kang, Chong Peng , Qiang Cheng, Xinwang Liu, Xi Peng, Zenglin Xu, Ling Tian*, Structured Graph Learning for Clustering and Semi-supervised Classification ， Pattern Recognition(中科院1区top) ， 2020 ， 第二作者
37. Guangxiao Ma, Chenglizhao Chen, Shuai Li, Aimin Hao, Hong Qin, Chong Peng* , Salient Object Detection via Multiple Instance Joint Re-learning ， IEEE Transactions on Multimedia (中科院1区top) ， 2019 ， 通讯作者
38. Chenglizhao Chen, Guotao Wang, Chong Peng* , Improved Robust Video Saliency Detection based on Long-term Spatial-temporal Information ， IEEE Transactions on Image Processing (中科院1区top) ， 2019 ， 通讯作者
39. Chenglizhao Chen, Guotao Wang, Chong Peng* , Structure-Aware Adaptive Diffusion for Video Saliency Detection ， IEEE ACCESS (中科院2区) ， 2019 ， 通讯作者
40. Chong Peng ,ChenglizhaoChen, ZhaoKang, JianboLi, Qiang Cheng*, RES-PCA: A Scalable Approach to Recovering Low-rank Matrices ， International Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A) ， 2019 ， 第一作者
41. Zhao Kang, Xinjia Zhao, Chong Peng , Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen*, Zenglin Xu**, Partition level multiview subspace clustering ， Neural Networks(中科院1区) ， 2019 ， 第三作者
42. Shuting Cai, ZhaoKang, MingYang, Xiaoming Xiong, Mingqing Xiao, Chong Peng* , Image Denoising via Improved Dictionary Learning with Global Structure and Local Similarity Preservations ， Symmetry (中科院4区) ， 2018 ， 通讯作者
43. Chong Peng , Zhao Kang, Shuting Cai, Qiang Cheng*, Integrate and Conquer: Double Sided Two-Dimensional k-Means Via Integrating of Projection and Mainifold Construction ， ACM Transactions on Intelligent Systems and Technology (中科院2区) ， 2018 ， 第一作者
44. Zhao Kang, Chong Peng , Qiang Cheng, Zenglin Xu*, Unified Spectral Clustering With Optimal Graph ， Proceedings of the AAAI Conference on Artificial Intelligence (CCF-A) ， 2018 ， 第二作者
45. Chong Peng , Zhao Kang, Shuting Cai, Qiang Cheng*, Subspace clustering via variance regularized ridge regression ， International Conference on Computer Vision and Pattern Recognition (CVPR, CCF-A) ， 2017 ， 第一作者
46. Chong Peng , Zhao Kang, Qiang Cheng*, Integrating Feature and Graph Learning with Low-Rank Representation ， Neurocomputing (中科院2区) ， 2017 ， 第一作者
47. Chong Peng , Zhao Kang, Yunhong Hu, Jie Cheng, Qiang Cheng*, Nonnegative matrix factorization with integrated graph and feature learning ， ACM Transactions on Intelligent Systems and Technology (中科院3区) ， 2017 ， 第一作者
48. Chong Peng , Jie Cheng, Qiang Cheng*, A supervised learning model for high-dimensional and large-scale data ， ACM Transactions on Intelligent Systems and Technology (中科院3区) ， 2017 ， 第一作者
49. Chong Peng , Zhao Kang, Yunhong Hu, Jie Cheng, Qiang Cheng*, Robust graph regularized nonnegative matrix factorization for clustering ， ACM Transactions on Knowledge Discovery from Data (中科院4区) ， 2017 ， 第一作者
50. Chong Peng* , Zhao Kang, Fei Xu, Yongyong Chen, Qiang Cheng, Image Projection Ridge Regression for Subspace Clustering ， IEEE Signal Processing Letters(中科院3区) ， 2017 ， 通讯作者
51. Zhao Kang, Chong Peng , Qiang Cheng*, Clustering with Adaptive Manifold Structure Learning ， IEEE International Conference on Data Engineering (ICDE-17, CCF-A) ， 2017 ， 第二作者
52. Zhao Kang, Chong Peng , Ming Yang, Qiang Cheng*, Exploiting Nonlinear Relationships for Top-N Recommender Systems ， IEEE International Conference on Big Knowledge (ICBK, CCF-A) ， 2017 ， 第二作者
53. Ming Yang, Dunren Che, Wen Liu, Zhao Kang, Chong Peng , Mingqing Xiao, Qiang Cheng*, On identifiability of 3-tensors of multilinear rank ， Big Data and Information Analytics ， 2017 ， 第五作者
54. Fei Xu, Yongyong Chen, Chong Peng , Yongli Wang*, Xuefeng Liu, Guoping He, Denoising of Hyperspectral Image Using Low-Rank Matrix Factorization ， IEEE Geoscience and Remote Sensing Letters(中科院3区) ， 2017 ， 第二作者
55. Zhao Kang*, Chong Peng , Qiang Cheng, Kernel-driven Similarity Learning ， Neurocomputing(中科院2区) ， 2017 ， 第二作者
56. Yongyong Chen, Yanwen Guo*, Yongli Wang, Dong Wang, Chong Peng , Guoping He, Denoising of Hyperspectral Images Using Nonconvex Low Rank Matrix Approximation ， IEEE Transactions on Geoscience and Remote Sensing(中科院1区, CCF-B) ， 2017 ， 第五作者
57. Fei Xu, Chong Peng* , Yunhong Hu, Guoping He,Two rank approximations for low-rank based subspace clustering ， IEEE International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI) ， 2017 ， 通讯作者
58. Zhao Kang*, Chong Peng , Qiang Cheng, Twin Learning for Similarity and Clustering: A Unified Kernel Approach ， Proceedings of the AAAI Conference on Artificial Intelligence (CCF-A) ， 2017 ， 第二作者
59. Fei Xu, Chong Peng* , Yunhong Hu, Guoping He, A Gaussian-based rank approximation for subspace clustering ， International Conference on Graphic and Image Processing (ICGIP) ， 2017 ， 通讯作者
60. Chong Peng* , Qiang Cheng, Ming Yang, Zhao Kang, Feature selection embedded subspace clustering ， IEEE Signal Processing Letters(中科院3区) ， 2016 ， 通讯作者
61. Chong Peng , Zhao Kang, Ming Yang, Qiang Cheng*, RAP: Scalable RPCA for Low-rank Matrix Recovery ， ACM International Conference on Information and Knowledge Management(CCF-B) ， 2016 ， 第一作者
62. Chong Peng , Zhao Kang, Qiang Cheng*, A Fast Factorization-Based Approach to Robust PCA ， IEEE International Conference on Data Mining (ICDM, CCF-B) ， 2016 ， 第一作者
63. Zhao Kang, Ming Yang, Chong Peng , Qiang Cheng*, Top-N Recommendation on Graphs ， ACM International on Conference on Information and Knowledge Management(CCF-B) ， 2016 ， 第三作者
64. Zhao Kang, Chong Peng , Qiang Cheng*, Top-N Recommender System via Matrix Completion ， Proceedings of the AAAI Conference on Artificial Intelligence (CCF-A) ， 2016 ， 第二作者
65. Chong Peng , Zhao Kang, uiqing Li, Qiang Cheng*, Subspace clustering using log-determinant rank approximation ， ACM SIGKDD Conference on Knowledge Discovery and Data Mining(CCF-A) ， 2015 ， 第一作者
66. Zhao Kang, Chong Peng , Qiang Cheng*, Robust Subspace Clustering via Tighter Rank Approximation ， ACM International on Conference on Information and Knowledge Management(CCF-B) ， 2015 ， 第二作者
67. Zhao Kang, Chong Peng , Qiang Cheng*, Robust PCA via Nonconvex Rank Approximation ， IEEE International Conference on Data Mining (ICDM, CCF-B) ， 2015 ， 第二作者
68. Zhao Kang, Chong Peng , Qiang Cheng*, Robust Subspace Clustering via Smoothed Rank Approximation, ， IEEE Signal Processing Letters(中科院2区) ， 2015 ， 第二作者
69. Zhao Kang, Chong Peng , Jie Cheng, Qiang Cheng*, LogDet Rank Minimization with Application to Subspace Clustering ， Computational Intelligence and Neuroscience(中科院3区) ， 2015 ， 第二作者
70. Dengsong Zhu*, Guoqing Fan, Chong Peng , C. Austerlitz, SU-F-T-627: A Conformity Index Study of SBRT Plans for Lung Cancer Patient ， Medical Physics(中科院2区) ， 2015 ， 第三作者
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