研究成果

每年研究成果 2009 2023 2024 2025

• 81 Article
• 39 Conference contribution

每年研究成果

每年研究成果

搜尋結果

• 2025

  The Structure-sharing Hypergraph Reasoning Attention Module for CNNs

  Wang, J., Huang, G., Yuan, X., Zhong, G., Lin, T., Pun, C. M. & Xie, F., 1 1月 2025, 於: Expert Systems with Applications. 259, 125240.

  研究成果: Article › 同行評審

  • Convolutional Neural Network 100%
  • Hypergraphs 100%
  • Attention (Machine Learning) 66%
  • Convolution 35%
  • Global Information 33%
• 2024

  A Graph-Based Framework for Traffic Forecasting and Congestion Detection Using Online Images From Multiple Cameras

  Liu, B., Lam, C. T., Ng, B. K., Yuan, X. & Im, S. K., 2024, 於: IEEE Access. 12, p. 3756-3767 12 p.

  研究成果: Article › 同行評審

  開啟存取

  • Graph Neural Network 100%
  • Traffic Network 100%
  • Multiple Camera 100%
  • Graph Convolutional Network 50%
  • Temporal Graph 50%
  4 引文 斯高帕斯（Scopus）

• Automatic detection of breast lesions in automated 3D breast ultrasound with cross-organ transfer learning

  Lingyun, B. A. O., HUANG, Z., LIN, Z., SUN, Y., CHEN, H., LI, Y., LI, Z., YUAN, X., XU, L. & TAN, T., 6月 2024, 於: Virtual Reality and Intelligent Hardware. 6, 3, p. 239-251 13 p.

  研究成果: Article › 同行評審

  開啟存取

  • Transfer Learning 100%
  • Contrastive Learning 100%
  • Automatic Detection 100%
  • Breast Cancer 100%
  • Deep Learning Method 100%

• Black-box reversible adversarial examples with invertible neural network

  Huang, J., Huang, G., Zhang, X., Yuan, X., Xie, F., Pun, C. M. & Zhong, G., 7月 2024, 於: Image and Vision Computing. 147, 105094.

  研究成果: Article › 同行評審

  • Invertible Neural Network 100%
  • Adversarial Example 100%
  • Black-Box Attack 22%
  • Data Hiding Technique 11%
  • Unknown Parameter 11%

• BWLM: A Balanced Weight Learning Mechanism for Long-Tailed Image Recognition

  Fan, B., Ma, H., Liu, Y. & Yuan, X., 1月 2024, 於: Applied Sciences (Switzerland). 14, 1, 454.

  研究成果: Article › 同行評審

  開啟存取

  • Learning Mechanism 100%
  • Transfer Learning 25%
  2 引文 斯高帕斯（Scopus）

• CAMU-Net: Copy-move forgery detection utilizing coordinate attention and multi-scale feature fusion-based up-sampling

  Zhao, K., Yuan, X., Liu, T., Xiang, Y., Xie, Z., Huang, G. & Feng, L., 15 3月 2024, 於: Expert Systems with Applications. 238, 121918.

  研究成果: Article › 同行評審

  • Feature Fusion 100%
  • Copy-Move Forgery Detection 100%
  • Copy Move Forgery 100%
  • Baseline Method 50%
  • Global Feature 50%
  7 引文 斯高帕斯（Scopus）

• Encryption-then-embedding-based hybrid data hiding scheme for medical images

  Meng, B., Yuan, X., Zhang, Q., Lam, C. T. & Huang, G., 1月 2024, 於: Journal of King Saud University - Computer and Information Sciences. 36, 1, 101932.

  研究成果: Article › 同行評審

  開啟存取

  • Advanced Encryption Standard 100%

• F3Net: Feature Filtering Fusing Network for Change Detection of Remote Sensing Images

  Huang, J., Yuan, X., Lam, C. T. & Huang, G., 2024, 於: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 17, p. 10621-10635 15 p.

  研究成果: Article › 同行評審

  開啟存取

  • Dimensional Feature 100%
  • Remote Sensing Image 100%
  • Filtration 100%
  • Detection Result 33%
  • Remote Sensing Data 33%
  1 引文 斯高帕斯（Scopus）

• GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition

  Huang, G., He, Q., Dai, Z., Zhong, G., Yuan, X. & Pun, C. M., 1 6月 2024, 於: IEEE Transactions on Computational Social Systems. 11, 3, p. 3944-3954 11 p.

  研究成果: Article › 同行評審

  • Named Entity Recognition 100%
  • Source Codes 33%
  • Textual Information 33%
  • Visual Feature 33%
  • Visual Informations 33%
  1 引文 斯高帕斯（Scopus）

• HEDN: multi-oriented hierarchical extraction and dual-frequency decoupling network for 3D medical image segmentation

  Wang, Y., Huang, G., Lu, Z., Wang, Y., Chen, X., Yuan, X., Li, Y., Ni, L. & Huang, Y., 2024, (Accepted/In press) 於: Medical and Biological Engineering and Computing.

  研究成果: Article › 同行評審

  • Decoupling Frequency 100%
  • Dice Similarity Score 50%

• KDTM: Multi-Stage Knowledge Distillation Transfer Model for Long-Tailed DGA Detection

  Fan, B., Ma, H., Liu, Y., Yuan, X. & Ke, W., 3月 2024, 於: Mathematics. 12, 5, 626.

  研究成果: Article › 同行評審

  開啟存取

  • Multistage 100%
  • Detection Algorithm 100%
  • Transfer Learning 100%
  • Knowledge Distillation 100%
  • Learning Transfer 100%
  1 引文 斯高帕斯（Scopus）

• Large kernel convolution application for land cover change detection of remote sensing images

  Huang, J., Yuan, X., Lam, C. T., Ke, W. & Huang, G., 8月 2024, 於: International Journal of Applied Earth Observation and Geoinformation. 132, 104077.

  研究成果: Article › 同行評審

  開啟存取

  • Land Cover Change 100%
  • Kernel Convolution 100%
  • Land Cover 50%

• Learning from Incorrectness: Active Learning with Negative Pre-Training and Curriculum Querying for Histological Tissue Classification

  Hu, W., Cheng, L., Huang, G., Yuan, X., Zhong, G., Pun, C. M., Zhou, J. & Cai, M., 1 2月 2024, 於: IEEE Transactions on Medical Imaging. 43, 2, p. 625-637 13 p.

  研究成果: Article › 同行評審

  • Training Process 100%
  • Labeled Data 100%
  • Source Coding 100%
  • Deep Learning 100%
  • Active Learning 100%

• LungNeXt: A novel lightweight network utilizing enhanced mel-spectrogram for lung sound classification

  Wang, F., Yuan, X., Liu, Y. & Lam, C. T., 10月 2024, 於: Journal of King Saud University - Computer and Information Sciences. 36, 8, 102200.

  研究成果: Article › 同行評審

  開啟存取

  • Feature Extraction 100%
  • Auxiliaries 100%
  • Model Architecture 33%
  • Computational Complexity 33%
  • Superior Performance 33%

• MMQW: Multi-Modal Quantum Watermarking Scheme

  Xing, Z., Lam, C. T., Yuan, X., Im, S. K. & Machado, P., 2024, 於: IEEE Transactions on Information Forensics and Security. 19, p. 5181-5195 15 p.

  研究成果: Article › 同行評審

  • Watermarking 100%
  • Watermarking Scheme 100%
  • Geometric Attack 25%
  • Extracted Watermark 25%
  • Watermarked Image 12%

• Multi-granularity hypergraph-guided transformer learning framework for visual classification

  Jiang, J., Chen, Z., Lei, F., Xu, L., Huang, J. & Yuan, X., 2024, (Accepted/In press) 於: Visual Computer.

  研究成果: Article › 同行評審

  • Hypergraph Neural Network 100%
  • Hypergraph Structure 50%

• Multi-Label Chest X-Ray Image Classification with Single Positive Labels

  Xiao, J., Li, S., Lin, T., Zhu, J., Yuan, X., Feng, D. D. & Sheng, B., 2024, (Accepted/In press) 於: IEEE Transactions on Medical Imaging. p. 1 1 p.

  研究成果: Article › 同行評審

  • Perturbation Space 100%

• OFGST-Swin: Swin Transformer Utilizing Overlap Fusion-Based Generalized S-Transform for Respiratory Cycle Classification

  Wang, F., Yuan, X., Bao, J., Lam, C. T., Huang, G. & Chen, H., 2024, 於: IEEE Transactions on Instrumentation and Measurement. 73, 2525913.

  研究成果: Article › 同行評審

  • Classification Task 100%
  • Breathing Pattern 100%
  • Signal Processing 100%
  • Experimental Result 50%
  • Feature Extraction 50%
  1 引文 斯高帕斯（Scopus）

• Progressive normalizing flow with learnable spectrum transform for style transfer

  He, Z., Huang, G., Yuan, X., Zhong, G., Pun, C. M. & Zeng, Y., 25 1月 2024, 於: Knowledge-Based Systems. 284, 111277.

  研究成果: Article › 同行評審

  • Level Feature 100%
  • Neural Network 100%
  • Image Synthesis 50%
  • Forward Inference 50%
  • State-of-the-Art Method 33%

• Psanet: prototype-guided salient attention for few-shot segmentation

  Li, H., Huang, G., Yuan, X., Zheng, Z., Chen, X., Zhong, G. & Pun, C. M., 2024, (Accepted/In press) 於: Visual Computer.

  研究成果: Article › 同行評審

  • Spatial Location 100%
  • Contrastive Loss 100%

• QMLS: quaternion mutual learning strategy for multi-modal brain tumor segmentation

  Deng, Z., Huang, G., Yuan, X., Zhong, G., Lin, T., Pun, C. M., Huang, Z. & Liang, Z., 7 1月 2024, 於: Physics in Medicine and Biology. 69, 1, 015014.

  研究成果: Article › 同行評審

  • Tumor Segmentation 100%
  • Brain Tumor 100%
  • Representation Learning 66%
  • Magnetic Resonance Imaging 42%
  • Segmentation Task 28%

• Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation

  Chen, J., Huang, G., Yuan, X., Zhong, G., Zheng, Z., Pun, C. M., Zhu, J. & Huang, Z., 1 3月 2024, 於: IEEE Journal of Biomedical and Health Informatics. 28, 3, p. 1412-1423 12 p.

  研究成果: Article › 同行評審

  • Image Segmentation 100%
  • Spatial Information 100%
  • Neural Network 100%
  • Deep Neural Network 66%
  • Feature Space 33%
  1 引文 斯高帕斯（Scopus）

• Recognition of score words in freestyle kayaking using improved DTW matching

  Zhang, Q., Yuan, X. & Lam, C. T., 9月 2024, 於: Multimedia Tools and Applications. 83, 31, p. 75731-75755 25 p.

  研究成果: Article › 同行評審

  • Endpoint 100%
  • Dynamic Time Warping 100%
  • Frequency Scale 66%
  • Cepstral Coefficient 66%
  • Signal-to-Noise Ratio 50%
  1 引文 斯高帕斯（Scopus）

• RM-UNet: UNet-like Mamba with rotational SSM module for medical image segmentation

  Tang, H., Huang, G., Cheng, L., Yuan, X., Tao, Q., Chen, X., Zhong, G. & Yang, X., 11月 2024, 於: Signal, Image and Video Processing. 18, 11, p. 8427-8443 17 p.

  研究成果: Article › 同行評審

  • Rotational 100%
  • Rotational State 100%
  • Deep Layer 25%

• SCDet: decoupling discriminative representation for dark object detection via supervised contrastive learning

  Lin, T., Huang, G., Yuan, X., Zhong, G., Huang, X. & Pun, C. M., 5月 2024, 於: Visual Computer. 40, 5, p. 3357-3369 13 p.

  研究成果: Article › 同行評審

  • Object Detection 100%
  • Contrastive Learning 100%
  • Unified Framework 20%
  • Object Detection Algorithm 20%
  • Optimisation Objective 20%
  1 引文 斯高帕斯（Scopus）

• Triangular Chain Closed-Loop Detection Network for Dense Pedestrian Detection

  Yuan, Q., Huang, G., Zhong, G., Yuan, X., Tan, Z., Lu, Z. & Pun, C. M., 2024, 於: IEEE Transactions on Instrumentation and Measurement. 73, p. 1-14 14 p.

  研究成果: Article › 同行評審

  • False Positive 100%
  • Region Feature 100%
  • Convolutional Neural Network 100%
  • Object Detector 100%
  • Experimental Result 100%

• Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression

  Liu, X., Huang, G., Yuan, X., Zheng, Z., Zhong, G., Chen, X. & Pun, C. M., 2024, (Accepted/In press) 於: Visual Computer.

  研究成果: Article › 同行評審

  • Class Activation Mapping 100%
  • Noise Suppression 100%
  • Uncertainty Estimation 33%
  • Supervised Classification 33%
• 2023

  A novel geometrically invariant quantum watermarking scheme utilizing Quantum Error Correction

  Xing, Z., Lam, C. T., Yuan, X., Huang, G. & Machado, P., 12月 2023, 於: Journal of King Saud University - Computer and Information Sciences. 35, 10, 101818.

  研究成果: Article › 同行評審

  開啟存取

  • Watermarking 100%
  • Error Correction 100%
  • Quantum Error 100%
  • Geometric Transformation 100%
  • Quantum Error Correction 100%
  4 引文 斯高帕斯（Scopus）

• FRRW: A feature extraction-based robust and reversible watermarking scheme utilizing zernike moments and histogram shifting

  Sun, Y., Yuan, X., Liu, T., Huang, G., Lin, Z. & Li, J., 9月 2023, 於: Journal of King Saud University - Computer and Information Sciences. 35, 8, 101698.

  研究成果: Article › 同行評審

  開啟存取

  • Watermarking Scheme 100%
  • Reversible Watermarking 100%
  • Image Restoration 100%
  • Histogram Shifting 100%
  • Feature Extraction 100%
  3 引文 斯高帕斯（Scopus）

• IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer's Disease Diagnosis

  Zhao, Q., Huang, G., Xu, P., Chen, Z., Li, W., Yuan, X., Zhong, G., Pun, C. M. & Huang, Z., 7月 2023, 於: Biomedical Signal Processing and Control. 84, 104787.

  研究成果: Article › 同行評審

  • Magnetic Resonance Imaging 100%
  • Alzheimer's Disease 100%
  • Attention (Machine Learning) 100%
  • Neural Network 100%
  • Magnetism 100%
  8 引文 斯高帕斯（Scopus）

• Improving breast tumor segmentation via shape-wise prior-guided information on cone-beam breast CT images

  Lin, T., Lin, J., Huang, G., Yuan, X., Zhong, G., Xie, F. & Li, J., 21 7月 2023, 於: Physics in Medicine and Biology. 68, 14, 145015.

  研究成果: Article › 同行評審

  • Network Segmentation 100%
  • Shape Information 100%
  • Tumor Segmentation 100%
  • Representation Learning 25%
  • Attention (Machine Learning) 25%
  1 引文 斯高帕斯（Scopus）

• MV-CDN: Multi-Visual Collaborative Deep Network for Change Detection of Double-Temporal Hyperspectral Images

  Li, J., Yuan, X., Li, J., Huang, G., Feng, L. & Zhang, J., 6月 2023, 於: Remote Sensing. 15, 11, 2834.

  研究成果: Article › 同行評審

  開啟存取

  • Hyperspectral Image 100%
  • Learning Framework 50%
  • Neural Network 50%
  • Comparison Result 50%
  • Performance Model 50%
  2 引文 斯高帕斯（Scopus）

• Paralinguistic and spectral feature extraction for speech emotion classification using machine learning techniques

  Liu, T. & Yuan, X., 12月 2023, 於: Eurasip Journal on Audio, Speech, and Music Processing. 2023, 1, 23.

  研究成果: Article › 同行評審

  開啟存取

  • Machine Learning Technique 100%
  • Spectral Feature 100%
  • Feature Extraction 100%
  • classification approach 33%
  • Noisy Condition 33%
  3 引文 斯高帕斯（Scopus）

• Parallel multiple watermarking using adaptive Inter-Block correlation

  Wang, X., Yuan, X., Li, M., Sun, Y., Tian, J., Guo, H. & Li, J., 1 3月 2023, 於: Expert Systems with Applications. 213, 119011.

  研究成果: Article › 同行評審

  • Discrete Cosine Transform 100%
  • Digital Watermarking 100%
  8 引文 斯高帕斯（Scopus）

• Point Cloud Plane Segmentation-Based Robust Image Matching for Camera Pose Estimation

  Bao, J., Yuan, X., Huang, G. & Lam, C. T., 1月 2023, 於: Remote Sensing. 15, 2, 497.

  研究成果: Article › 同行評審

  開啟存取

  • Pose Estimation 100%
  • Point Cloud 100%
  • Image Matching 100%
  • Matching Method 60%
  • Feature Point 40%
  1 引文 斯高帕斯（Scopus）

• Power normalized cepstral robust features of deep neural networks in a cloud computing data privacy protection scheme

  Li, M., Tian, Z., Du, X., Yuan, X., Shan, C. & Guizani, M., 21 1月 2023, 於: Neurocomputing. 518, p. 165-173 9 p.

  研究成果: Article › 同行評審

  • Cloud Computing 100%
  35 引文 斯高帕斯（Scopus）

• QGD-Net: A Lightweight Model Utilizing Pixels of Affinity in Feature Layer for Dermoscopic Lesion Segmentation

  Wang, J., Huang, G., Zhong, G., Yuan, X., Pun, C. M. & Deng, J., 1 12月 2023, 於: IEEE Journal of Biomedical and Health Informatics. 27, 12, p. 5982-5993 12 p.

  研究成果: Article › 同行評審

  • Receptive Field 100%
  2 引文 斯高帕斯（Scopus）

• Quaternion attention multi-scale widening network for endoscopy image super-resolution

  Lin, J., Huang, G., Huang, J., Yuan, X., Zeng, Y. & Shi, C., 7 4月 2023, 於: Physics in Medicine and Biology. 68, 7, 075012.

  研究成果: Article › 同行評審

  • super resolution 100%
  • Multiscale 100%
  • Scale Feature 37%
  • Attention (Machine Learning) 25%
  • Deep Convolutional Neural Networks 25%
  2 引文 斯高帕斯（Scopus）

• Quaternion-Valued Correlation Learning for Few-Shot Semantic Segmentation

  Zheng, Z., Huang, G., Yuan, X., Pun, C. M., Liu, H. & Ling, W. K., 1 5月 2023, 於: IEEE Transactions on Circuits and Systems for Video Technology. 33, 5, p. 2102-2115 14 p.

  研究成果: Article › 同行評審

  開啟存取

  • Image Segmentation 100%
  • Learning Network 100%
  • Convolution 100%
  • Correlation Tensor 100%
  • Internals 100%
  20 引文 斯高帕斯（Scopus）

• RBA-GCN: Relational Bilevel Aggregation Graph Convolutional Network for Emotion Recognition

  Yuan, L., Huang, G., Li, F., Yuan, X., Pun, C. M. & Zhong, G., 2023, 於: IEEE/ACM Transactions on Audio Speech and Language Processing. 31, p. 2325-2337 13 p.

  研究成果: Article › 同行評審

  開啟存取

  • Graph Convolutional Network 100%
  • Contextual Information 28%
  • Information Loss 14%
  • Information Redundancy 14%
  • Redundancy Problem 14%
  3 引文 斯高帕斯（Scopus）

• Reinforcement Learning-Based Optimization for Mobile Edge Computing Scheduling Game

  Wang, T., Lu, B., Wang, W., Wei, W., Yuan, X. & Li, J., 1 2月 2023, 於: IEEE Transactions on Emerging Topics in Computational Intelligence. 7, 1, p. 55-64 10 p.

  研究成果: Article › 同行評審

  • Reinforcement Learning 100%
  • Multi-Access Edge Computing 100%
  • Edge Computing 100%
  • Computing Resource 66%
  • Centralized Control 66%
  13 引文 斯高帕斯（Scopus）

• Reversible multi-watermarking for color images with grayscale invariance

  Sun, Y., Yuan, X., Wang, X. & Li, J., 5月 2023, 於: Multimedia Tools and Applications. 82, 11, p. 16323-16342 20 p.

  研究成果: Article › 同行評審

  • Watermarking 100%
  • Region Feature 75%
  • Data Hiding 75%
  • Multimedia 50%
  • Embedding Capacity 25%
  2 引文 斯高帕斯（Scopus）

• SPA-Net: A Deep Learning Approach Enhanced Using a Span-Partial Structure and Attention Mechanism for Image Copy-Move Forgery Detection

  Zhao, K., Yuan, X., Xie, Z., Xiang, Y., Huang, G. & Feng, L., 7月 2023, 於: Sensors. 23, 14, 6430.

  研究成果: Article › 同行評審

  開啟存取

  • Upsampling 100%
  4 引文 斯高帕斯（Scopus）

• Tampering localization and self-recovery using block labeling and adaptive significance

  Zhang, Q., Yuan, X., Liu, T., Lam, C. T., Huang, G., Lin, D. & Li, P., 15 9月 2023, 於: Expert Systems with Applications. 226, 120228.

  研究成果: Article › 同行評審

  • Adaptive Significance 100%
  • Data Recovery 50%
  • Authentication Data 50%
  • Experimental Result 25%
  • Ascending Order 25%
  2 引文 斯高帕斯（Scopus）

• Weakly supervised semantic segmentation of histological tissue via attention accumulation and pixel-level contrast learning

  Han, Y., Cheng, L., Huang, G., Zhong, G., Li, J., Yuan, X., Liu, H., Li, J., Zhou, J. & Cai, M., 21 2月 2023, 於: Physics in Medicine and Biology. 68, 4, 045010.

  研究成果: Article › 同行評審

  • Energy Dissipation 100%
  1 引文 斯高帕斯（Scopus）
• 2022

  Blind Dual Watermarking Scheme Using Stucki Kernel and SPIHT for Image Self-Recovery

  Zhang, Q., Yuan, X. & Liu, T., 2022, 於: IEEE Access. 10, p. 96100-96111 12 p.

  研究成果: Article › 同行評審

  開啟存取

  • Watermarking Scheme 100%
  • Set Partitioning 100%
  • Authentication 66%
  • Watermarked Image 33%
  • Image Restoration 33%
  3 引文 斯高帕斯（Scopus）

• CD-SDN: Unsupervised Sensitivity Disparity Networks for Hyper-Spectral Image Change Detection

  Li, J., Yuan, X., Li, J., Huang, G., Li, P. & Feng, L., 10月 2022, 於: Remote Sensing. 14, 19, 4806.

  研究成果: Article › 同行評審

  開啟存取

  • Hyperspectral Image 100%
  • Detection Scheme 100%
  • Deep Neural Network 100%
  • Learning Framework 66%
  • Adaptability 50%
  1 引文 斯高帕斯（Scopus）

• Collaborative multi-feature extraction and scale-aware semantic information mining for medical image segmentation

  Zhang, R., He, Z., Zhu, J., Yuan, X., Huang, G., Pun, C. M., Peng, J., Lin, J. & Zhou, J., 21 10月 2022, 於: Physics in Medicine and Biology. 67, 20, 205008.

  研究成果: Article › 同行評審

  • Feature Extraction 100%
  • Medical Image Segmentation 100%
  • Colorectal 100%
  • Image Segmentation 100%
  • Segmentation Task 100%
  1 引文 斯高帕斯（Scopus）

• Detection of weak electromagnetic interference attacks based on fingerprint in IIoT systems

  Fang, K., Wang, T., Yuan, X., Miao, C., Pan, Y. & Li, J., 1月 2022, 於: Future Generation Computer Systems. 126, p. 295-304 10 p.

  研究成果: Article › 同行評審

  • Industrial Internet of Things 100%
  • Detection Accuracy 66%
  • Long Short-Term Memory Network 33%
  • Detection Equipment 33%
  • Deployment Environment 33%
  30 引文 斯高帕斯（Scopus）

• RS-chain: a decentralized reputation-sharing framework for group-buying industry via hybrid blockchain

  Chen, Y., Feng, L., Liang, H., Yao, S., Tian, L. & Yuan, X., 12月 2022, 於: Cluster Computing. 25, 6, p. 4617-4632 16 p.

  研究成果: Article › 同行評審

  • Blockchain 100%
  • Execution Environments 25%
  • Consensus Protocol 25%
  • Multiple Platform 25%
  4 引文 斯高帕斯（Scopus）