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Visual-linguistic Diagnostic Semantic Enhancement for medical report generation Journal article
Chen, Jiahong, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Tan, Zhe, Pun, Chi Man, Yang, Qi. Visual-linguistic Diagnostic Semantic Enhancement for medical report generation[J]. Journal of Biomedical Informatics, 2025, 161, 104764.
Authors:  Chen, Jiahong;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Tan, Zhe; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/7.4 | Submit date：2025/01/22
Contrastive Learning  Medical Report Generation  Semantic Consistency  Semantic Enhancement  
The Structure-sharing Hypergraph Reasoning Attention Module for CNNs Journal article
Wang, Jingchao, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Lin, Tongxu, Pun, Chi Man, Xie, Fenfang. The Structure-sharing Hypergraph Reasoning Attention Module for CNNs[J]. Expert Systems with Applications, 2025, 259, 125240.
Authors:  Wang, Jingchao;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Lin, Tongxu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.5/7.6 | Submit date：2025/01/22
Attention Mechanism  Hypergraph  Structure-sharing  
TCIA: A Transformer-CNN Model with Illumination Adaptation for Enhancing Cell Image Saliency and Contrast Journal article
Yang, Jietao, Huang, Guoheng, Luo, Yanzhang, Zhang, Xiaofeng, Yuan, Xiaochen, Chen, Xuhang, Pun, Chi Man, Cai, Mu Yan. TCIA: A Transformer-CNN Model with Illumination Adaptation for Enhancing Cell Image Saliency and Contrast[J]. IEEE Transactions on Instrumentation and Measurement, 2025, 74, 4001315.
Authors:  Yang, Jietao;  Huang, Guoheng;  Luo, Yanzhang;  Zhang, Xiaofeng;  Yuan, Xiaochen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/5.6 | Submit date：2025/01/22
Cell Detection  Cell Image Enhancement  Illumination-adaptive  Transformer-cnn  
SQ-ViT: A Multi-Scale Vision Transformer With Quaternion For Endoscopic Images Classification Journal article
Jin, Zhanjun, Huang, Guoheng, Zhang, Feng, Yuan, Xiaochen, Zhu, Dingzhou, Tan, Zhe, Pun, Chi Man, Zhong, Guo. SQ-ViT: A Multi-Scale Vision Transformer With Quaternion For Endoscopic Images Classification[J]. IEEE Transactions on Consumer Electronics, 2024.
Authors:  Jin, Zhanjun;  Huang, Guoheng;  Zhang, Feng;  Yuan, Xiaochen;  Zhu, Dingzhou; et al.
Favorite | TC[Scopus]:0  IF:4.3/3.9 | Submit date：2025/01/13
Endoscopic Images Classification  Endoscopy  Interpretability  Quaternion Convolution  Superpixel  Vision Transformer  
A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization Journal article
Liu, Tong, Yuan, Xiaochen, Xie, Zhiyao, Zhao, Kaiqi, Huang, Guoheng, Pun, Chi Man. A Two-Phase Scheme by Integration of Deep and Corner Feature for Balanced Copy-Move Forgery Localization[J]. IEEE Transactions on Industrial Informatics, 2024.
Authors:  Liu, Tong;  Yuan, Xiaochen;  Xie, Zhiyao;  Zhao, Kaiqi;  Huang, Guoheng; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:11.7/11.4 | Submit date：2024/12/05
Balanced Copy-move Forgery Detection (Cmfd)  Corner Points Matching  Correlation-based Network  Two-phase Scheme For Forgery Localization  
Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification Journal article
Li, Xiaohong, Huang, Guoheng, Cheng, Lianglun, Zhong, Guo, Liu, Weihuang, Chen, Xuhang, Cai, Muyan. Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification[J]. Journal of Biomedical Informatics, 2024, 158, 104728.
Authors:  Li, Xiaohong;  Huang, Guoheng;  Cheng, Lianglun;  Zhong, Guo;  Liu, Weihuang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3  IF:4.0/7.4 | Submit date：2024/10/10
Cross-domain Visual Prompting  Dynamic Learnable Temperature  Histological Image Classification  Knowledge Distillation  Spatial Proximity  
Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression Journal article
Liu, Xinyi, Huang, Guoheng, Yuan, Xiaochen, Zheng, Zewen, Zhong, Guo, Chen, Xuhang, Pun, Chi Man. Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression[J]. Visual Computer, 2024.
Authors:  Liu, Xinyi;  Huang, Guoheng;  Yuan, Xiaochen;  Zheng, Zewen;  Zhong, Guo; et al.
Favorite | TC[WOS]:1 TC[Scopus]:5  IF:3.0/3.0 | Submit date：2024/08/05
Attention Mechanism  Class Activation Mapping  Uncertainty Estimation  Weakly Supervised Semantic Segmentation  
Black-box reversible adversarial examples with invertible neural network Journal article
Huang, Jielun, Huang, Guoheng, Zhang, Xuhui, Yuan, Xiaochen, Xie, Fenfang, Pun, Chi Man, Zhong, Guo. Black-box reversible adversarial examples with invertible neural network[J]. Image and Vision Computing, 2024, 147, 105094.
Authors:  Huang, Jielun;  Huang, Guoheng;  Zhang, Xuhui;  Yuan, Xiaochen;  Xie, Fenfang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.2/4.3 | Submit date：2024/06/05
Adversarial Attack  Image Restoration  Invertible Neural Network  
Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing Journal article
Liu, Huanbai, Zhang, Fanlong, Tan, Yin, Huang, Lian, Li, Yan, Huang, Guoheng, Luo, Shenghong, Zeng, An. Multi-scale quaternion CNN and BiGRU with cross self-attention feature fusion for fault diagnosis of bearing[J]. Measurement Science and Technology, 2024, 35(8), 086138.
Authors:  Liu, Huanbai;  Zhang, Fanlong;  Tan, Yin;  Huang, Lian;  Li, Yan; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:2.7/2.4 | Submit date：2024/07/04
Bidirectional Gated Recurrent Unit  Cross Self- Attention  Fault Diagnosis  Multi-scale Quaternion Convolutional Layer  
SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning Journal article
Lin, Tongxu, Huang, Guoheng, Yuan, Xiaochen, Zhong, Guo, Huang, Xiaocong, Pun, Chi Man. SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning[J]. Visual Computer, 2024, 40(5), 3357-3369.
Authors:  Lin, Tongxu;  Huang, Guoheng;  Yuan, Xiaochen;  Zhong, Guo;  Huang, Xiaocong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.0/3.0 | Submit date：2024/02/23
Low-light Environment  Dark Object Detection  Supervised Contrastive Learning  Representation Decoupling