Heng Kong

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 31

Top Topics

Ultrasound Image Segmentation

Discriminant Analysis

Dimensionality Reduction

Top Venues

IEEE Trans. Cybern.

Publications

Yufei Zhu, Jiajun Wen, Zhihui Lai, Jie Zhou, Heng Kong
LPRR: Locality preserving robust regression based jointly sparse feature extraction. Inf. Sci. 680 (2024)
Ziqing Deng, Zhihui Lai, Yujuan Ding, Heng Kong, Xu Wu
Deep Scaling Factor Quantization Network for Large-scale Image Retrieval. ICMR (2024)
Zhihui Lai, Guangfei Liang, Jie Zhou, Heng Kong, Yuwu Lu
A joint learning framework for optimal feature extraction and multi-class SVM. Inf. Sci. 671 (2024)
Weilin Huang, Zhihui Lai, Heng Kong, Junhong Zhang
Joint Sparse Locality Preserving Regression for Discriminative Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Yufei Zhu, Zhihui Lai, Can Gao, Heng Kong
Generalized robust linear discriminant analysis for jointly sparse learning. Appl. Intell. 54 (19) (2024)
Yudi Zhang, Wenting Chen, Xuechen Li, Linlin Shen, Zhihui Lai, Heng Kong
Adversarial Keyword Extraction and Semantic-Spatial Feature Aggregation for Clinical Report Guided Thyroid Nodule Segmentation. PRCV (13) (2023)
Yiling Lin, Zhihui Lai, Jie Zhou, Jiajun Wen, Heng Kong
Multiview Jointly Sparse Discriminant Common Subspace Learning. Pattern Recognit. 138 (2023)
Qiankun Zuo, Hao Tian, Ruiheng Li, Jia Guo, Jianmin Hu, Long Tang, Yi Di, Heng Kong
Hemisphere-Separated Cross-Connectome Aggregating Learning via VAE-GAN for Brain Structural Connectivity Synthesis. IEEE Access 11 (2023)
Zhihui Lai, Yiling Lin, Jiacan Zheng, Jie Zhou, Heng Kong
Generalized multiview regression for feature extraction. Inf. Sci. 648 (2023)
Junhong Zhang, Zhihui Lai, Heng Kong, Linlin Shen
Robust Twin Bounded Support Vector Classifier With Manifold Regularization. IEEE Trans. Cybern. 53 (8) (2023)
Zhihui Lai, Xi Chen, Junhong Zhang, Heng Kong, Jiajun Wen
Maximal Margin Support Vector Machine for Feature Representation and Classification. IEEE Trans. Cybern. 53 (10) (2023)
Honghao Xu, Zhihui Lai, Heng Kong
Jointly sparse fast hashing with orthogonal learning for large-scale image retrieval. Signal Process. Image Commun. 119 (2023)
Yanjiao Zhao, Zhihui Lai, Linlin Shen, Heng Kong
Breast Lesions Segmentation using Dual-level UNet (DL-UNet). CBMS (2022)
Heng Kong, Shuqiang Wang
Adversarial Learning Based Structural Brain-network Generative Model for Analyzing Mild Cognitive Impairment. CoRR (2022)
Zhihao Jin, Xuechen Li, Yudi Zhang, LinLin Shen, Zhihui Lai, Heng Kong
Boundary regression-based reep neural network for thyroid nodule segmentation in ultrasound images. Neural Comput. Appl. 34 (24) (2022)
Heng Kong, Junren Pan, Yanyan Shen, Shuqiang Wang
Adversarial Learning Based Structural Brain-Network Generative Model for Analyzing Mild Cognitive Impairment. PRCV (2) (2022)
Tao Wang, Jianglin Lu, Zhihui Lai, Jiajun Wen, Heng Kong
Uncertainty-Guided Pixel Contrastive Learning for Semi-Supervised Medical Image Segmentation. IJCAI (2022)
Shuo Liu, Zhihui Lai, Heng Kong, Linlin Shen
Dual Fusion Mass Detector for Mammogram Mass Detection. CBMS (2022)
Tao Wang, Zhihui Lai, Heng Kong
TFNet: Transformer Fusion Network for Ultrasound Image Segmentation. ACPR (1) (2021)
Heng Kong, Jixin Chen
Medical Monitoring and Management System of Mobile Thyroid Surgery Based on Internet of Things and Cloud Computing. Wirel. Commun. Mob. Comput. 2021 (2021)
Jian-Xun Mi, Li-Jian Yang, Lifang Zhou, Yueru Sun, Heng Kong
Symmetrical feature extraction via novel Mirror PCA. Neurocomputing 452 (2021)
Ning Liu, Zhihui Lai, Xuechen Li, Yudong Chen, Dongmei Mo, Heng Kong, Linlin Shen
Locality Preserving Robust Regression for Jointly Sparse Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 31 (6) (2021)
Zhihui Lai, Zhuozhen Yu, Heng Kong, Linlin Shen
Two-dimensional jointly sparse robust discriminant regression. Signal Process. Image Commun. 98 (2021)
Zhihui Lai, Jiaqi Bao, Heng Kong, Minghua Wan, Guowei Yang
Discriminative low-rank projection for robust subspace learning. Int. J. Mach. Learn. Cybern. 11 (10) (2020)
Jian-Xun Mi, Yueru Sun, Jia Lu, Heng Kong
Robust supervised sparse representation for face recognition. Cogn. Syst. Res. 62 (2020)
Chun-Mei Feng, Kai Wang, Shijian Lu, Yong Xu, Heng Kong, Ling Shao
Coupled-Projection Residual Network for MRI Super-Resolution. CoRR (2019)
Zhihui Lai, Ning Liu, Linlin Shen, Heng Kong
Robust Locally Discriminant Analysis via Capped Norm. IEEE Access 7 (2019)
Dongmei Mo, Zhihui Lai, Heng Kong
Jointly Sparse Reconstructed Regression Learning. PRCV (3) (2018)
Xiangxi Xu, Zhihui Lai, Yudong Chen, Heng Kong
Robust Discriminative Principal Component Analysis. CCBR (2018)
Zhihui Lai, Yudong Chen, Dongmei Mo, Jiajun Wen, Heng Kong
Robust jointly sparse embedding for dimensionality reduction. Neurocomputing 314 (2018)
Heng Kong, Zhihui Lai, Xu Wang, Feng Liu
Breast cancer discriminant feature analysis for diagnosis via jointly sparse learning. Neurocomputing 177 (2016)
Jin-Xing Liu, Yong Xu, Chun-Hou Zheng, Heng Kong, Zhihui Lai
RPCA-Based Tumor Classification Using Gene Expression Data. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (4) (2015)
Xiaoshuang Shi, Zhihui Lai, Zhenhua Guo, Minghua Wan, Cairong Zhao, Heng Kong
Sparse Principal Component Analysis via Joint L 2, 1-Norm Penalty. Australasian Conference on Artificial Intelligence (2013)