Jun Guo

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 21

Top Topics

Semantic Segmentation

Pattern Classification

Outlier Detection

Dictionary Learning

Top Venues

IEEE Signal Process. Lett.

IEEE Trans. Image Process.

Publications

Heng Chang, Jun Guo, Wenwu Zhu
Rethinking Embedded Unsupervised Feature Selection: A Simple Joint Approach. IEEE Trans. Big Data 9 (1) (2023)
Qingjie Zeng, Jie Geng, Kai Huang, Wen Jiang, Jun Guo
Prototype Calibration with Feature Generation for Few-Shot Remote Sensing Image Scene Classification. Remote. Sens. 13 (14) (2021)
Jun Guo, Wenwu Zhu
Collective Affinity Learning for Partial Cross-Modal Hashing. IEEE Trans. Image Process. 29 (2020)
Yitong Meng, Xinyan Dai, Xiao Yan, James Cheng, Weiwen Liu, Jun Guo, Benben Liao, Guangyong Chen
PMD: An Optimal Transportation-Based User Distance for Recommender Systems. ECIR (2) (2020)
Jun Guo, Heng Chang, Wenwu Zhu
Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data. AAAI (2020)
Weiwen Liu, Jun Guo, Nasim Sonboli, Robin Burke, Shengyu Zhang
Personalized fairness-aware re-ranking for microlending. RecSys (2019)
Zeyang Lei, Yujiu Yang, Min Yang, Wei Zhao, Jun Guo, Yi Liu
A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification. AAAI (2019)
Yi Li, Yanqing Guo, Jun Guo, Zhuang Ma, Xiangwei Kong, Qian Liu
Joint CRF and Locality-Consistent Dictionary Learning for Semantic Segmentation. IEEE Trans. Multim. 21 (4) (2019)
Jun Guo, Jiahui Ye
Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-View Clustering. AAAI (2019)
Xin Zheng, Yanqing Guo, Jun Guo, Xiangwei Kong
$$\hbox {U}^2\hbox {F}^2\hbox {S}^2$$ U 2 F 2 S 2 : Uncovering Feature-level Similarities for Unsupervised Feature Selection. Neural Process. Lett. 49 (3) (2019)
Jun Guo, Wenwu Zhu
Partial Multi-View Outlier Detection Based on Collective Learning. AAAI (2018)
Qianyu Wang, Yanqing Guo, Jun Guo, Xiangwei Kong
Synthesis K-SVD based analysis dictionary learning for pattern classification. Multim. Tools Appl. 77 (13) (2018)
Jun Guo, Wenwu Zhu
Dependence Guided Unsupervised Feature Selection. AAAI (2018)
Jun Guo, Yanqing Guo, Xiangwei Kong, Ran He
Unsupervised feature selection with ordinal locality. ICME (2017)
Jiujun Wang, Yanqing Guo, Jun Guo, Xiangyang Luo, Xiangwei Kong
Class-Aware Analysis Dictionary Learning for Pattern Classification. IEEE Signal Process. Lett. 24 (12) (2017)
Jiujun Wang, Yanqing Guo, Jun Guo, Ming Li, Xiangwei Kong
Synthesis linear classifier based analysis dictionary learning for pattern classification. Neurocomputing 238 (2017)
Jun Guo, Yanqing Guo, Bo Wang, Xiangwei Kong, Ran He
Topology preserving dictionary learning for pattern classification. IJCNN (2016)
Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, Ran He
Discriminative Analysis Dictionary Learning. AAAI (2016)
Jun Guo, Yanqing Guo, Yi Li, Bo Wang, Ming Li
Locality sensitive discriminative dictionary learning. ICIP (2015)
Zhihao Xu, Yanqing Guo, Jun Guo, Xiangwei Kong
Hybrid dictionary learning for JPEG steganalysis. APSIPA (2015)
Yi Li, Yanqing Guo, Jun Guo, Ming Li, Xiangwei Kong
CRF with locality-consistent dictionary learning for semantic segmentation. ACPR (2015)
Jun Guo, Yanqing Guo, Lingyun Li, Ming Li
A universal JPEG image steganalysis method based on collaborative representation. SPAC (2014)