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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  
Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis Journal article
Guo, Xiaojiao, Chen, Xuhang, Wang, Shuqiang, Pun, Chi Man. Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2025, 14(8), 1-17.
Authors:  Guo, Xiaojiao;  Chen, Xuhang;  Wang, Shuqiang;  Pun, Chi Man
Favorite | TC[Scopus]:0  IF:8.3/7.1 | Submit date：2025/01/22
Efficient Transformer  Image Enhancement  Multi-scales Hybridization  Prior Guided Attention  Underwater Image Restoration  
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  
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.
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  
MedPrompt: Cross-modal Prompting for Multi-task Medical Image Translation Conference paper
Chen, Xuhang, Luo, Shenghong, Pun, Chi Man, Wang, Shuqiang. MedPrompt: Cross-modal Prompting for Multi-task Medical Image Translation[C]:Springer Science and Business Media Deutschland GmbH, 2025, 61-75.
Authors:  Chen, Xuhang;  Luo, Shenghong;  Pun, Chi Man;  Wang, Shuqiang
Favorite | TC[Scopus]:0 | Submit date：2025/01/22
Medical Image Translation  Vision Transformer  Visual Prompting  
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  
Adaptive Pitfall: Exploring the Effectiveness of Adaptation in Skeleton-based Action Recognition Journal article
Miao, Qiguang, Xin, Wentian, Liu, Ruyi, Liu, Yi, Wu, Mengyao, Shi, Cheng, Pun, Chi Man. Adaptive Pitfall: Exploring the Effectiveness of Adaptation in Skeleton-based Action Recognition[J]. IEEE Transactions on Multimedia, 2024, 27, 56-71.
Authors:  Miao, Qiguang;  Xin, Wentian;  Liu, Ruyi;  Liu, Yi;  Wu, Mengyao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.4/8.0 | Submit date：2025/01/13
Skeleton-based Action Recognition  Graph Convolutional Network  Self-attention Method  Lightweight Network  
Efficient physical image attacks using adversarial fast autoaugmentation methods Journal article
Du, Xia, Pun, Chi Man, Zhou, Jizhe. Efficient physical image attacks using adversarial fast autoaugmentation methods[J]. Knowledge-Based Systems, 2024, 304, 112576.
Authors:  Du, Xia;  Pun, Chi Man;  Zhou, Jizhe
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/11/05
Adversarial Robust Attacks  Autoaugmentation  Computer Vision  Ensemble Method  
DP-RAE: A Dual-Phase Merging Reversible Adversarial Example for Image Privacy Protection Conference paper
Zhu, Jiajie, Du, Xia, Zhou, Jizhe, Pun, Chi Man, Xu, Qizhen, Liu, Xiaoyuan. DP-RAE: A Dual-Phase Merging Reversible Adversarial Example for Image Privacy Protection[C]:Association for Computing Machinery, Inc, 2024, 671-680.
Authors:  Zhu, Jiajie;  Du, Xia;  Zhou, Jizhe;  Pun, Chi Man;  Xu, Qizhen; et al.
Favorite | TC[Scopus]:0 | Submit date：2024/12/05
Adversarial Attack  Black-box Attack  Privacy Protection  
DH-GAN: Image manipulation localization via a dual homology-aware generative adversarial network Journal article
Liu, Weihuang, Cun, Xiaodong, Pun, Chi Man. DH-GAN: Image manipulation localization via a dual homology-aware generative adversarial network[J]. Pattern Recognition, 2024, 155, 110658.
Authors:  Liu, Weihuang;  Cun, Xiaodong;  Pun, Chi Man
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:7.5/7.6 | Submit date：2024/07/04
Adversarial Learning  Image Manipulation Localization  Masked Convolution  Selective Atrous Pyramid