WavEnhancer: Unifying Wavelet and Transformer for Image Enhancement. - Zinuo Li; Xuhang Chen 002; Chi-Man Pun; Shuqiang Wang (CoRR, 2022)

MR Image Super-Resolution Using Wavelet Diffusion for Predicting Alzheimer's Disease. - Guoli Huang; Xuhang Chen 002; Yanyan Shen; Shuqiang Wang (BI, 2023)

Shadocnet: Learning Spatial-Aware Tokens in Transformer for Document Shadow Removal. - Xuhang Chen 002; Xiaodong Cun; Chi-Man Pun; Shuqiang Wang (ICASSP, 2023)

High-Resolution Document Shadow Removal via A Large-Scale Real-World Dataset and A Frequency-Aware Shadow Erasing Net. - Zinuo Li; Xuhang Chen 002; Chi-Man Pun; Xiaodong Cun (ICCV, 2023)

A Large-Scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement. - Zinuo Li; Xuhang Chen 002; Shuqiang Wang; Chi-Man Pun (IJCAI, 2023)

Brain Diffuser: An End-to-End Brain Image to Brain Network Pipeline. - Xuhang Chen 002; Baiying Lei; Chi-Man Pun; Shuqiang Wang (PRCV (13), 2023)

DocDeshadower: Frequency-aware Transformer for Document Shadow Removal. - Shenghong Luo; Ruifeng Xu; Xuhang Chen 002; Zinuo Li; Chi-Man Pun; Shuqiang Wang (CoRR, 2023)

ShaDocFormer: A Shadow-attentive Threshold Detector with Cascaded Fusion Refiner for document shadow removal. - Weiwen Chen; Shenghong Luo; Xuhang Chen 002; Zinuo Li; Shuqiang Wang; Chi-Man Pun (CoRR, 2023)

DiffGAN-F2S: Symmetric and Efficient Denoising Diffusion GANs for Structural Connectivity Prediction from Brain fMRI. - Qiankun Zuo; Ruiheng Li; Yi Di; Hao Tian 009; Changhong Jing; Xuhang Chen 002; Shuqiang Wang (CoRR, 2023)

MedPrompt: Cross-Modal Prompting for Multi-Task Medical Image Translation. - Xuhang Chen 002; Chi-Man Pun; Shuqiang Wang (CoRR, 2023)

UWFormer: Underwater Image Enhancement via a Semi-Supervised Multi-Scale Transformer. - Xuhang Chen 002; Zinuo Li; Shenghong Luo; Weiwen Chen; Shuqiang Wang; Chi-Man Pun (CoRR, 2023)

Devignet: High-Resolution Vignetting Removal via a Dual Aggregated Fusion Transformer with Adaptive Channel Expansion. - Shenghong Luo; Xuhang Chen 002; Weiwen Chen; Zinuo Li; Shuqiang Wang; Chi-Man Pun (AAAI, 2024)

Structural Brain Network Generation via Brain Denoising Diffusion Probabilistic Model. - Hongjie Jiang; Xuhang Chen 002; Changhong Jing; Shuqiang Wang (AIiH (1), 2024)

IMAN: An Adaptive Network for Robust NPC Mortality Prediction with Missing Modalities. - Yejing Huo; Guoheng Huang; Lianglun Cheng; Jianbin He; Xuhang Chen 002; Xiaochen Yuan; Guo Zhong; Chi-Man Pun (BIBM, 2024)

SMAFormer: Synergistic Multi-Attention Transformer for Medical Image Segmentation. - Fuchen Zheng; Xuhang Chen 002; Weihuang Liu; Haolun Li 001; Yingtie Lei; Jiahui He; Chi-Man Pun; Shoujun Zhou (BIBM, 2024)

FAQNet: Frequency-Aware Quaternion Network for Endoscopic Highlight Removal. - Dingzhou Zhu; Guoheng Huang; Xiaochen Yuan; Xuhang Chen 002; Guo Zhong; Chi-Man Pun; Jie Deng (BIBM, 2024)

PDGC: Properly Disentangle by Gating and Contrasting for Cross-Domain Few-Shot Classification. - Yanjie Chen; Guoheng Huang; Xiaochen Yuan; Xuhang Chen 002; Yan Li 122; Chi-Man Pun; Junbing Quan (CGI (2), 2024)

FOPS-V: Feature-Aware Optimization and Parallel Scale Fusion for 3D Human Reconstruction in Video. - Yang Huang; Guoheng Huang; Lianglun Cheng; Yejing Huo; Xuhang Chen 002; Xiaochen Yuan; Guo Zhong; Chi-Man Pun (ICONIP (8), 2024)

ROSAL: Semi-supervised Active Learning with Representation Aggregation and Outlier for Endoscopy Image Classification. - Xiaocong Huang; Guoheng Huang; Guo Zhong; Xiaochen Yuan; Xuhang Chen 002; Chi-Man Pun; Jianwu Chen (ICONIP (11), 2024)

Test-Time Intensity Consistency Adaptation for Shadow Detection. - Leyi Zhu; Weihuang Liu; Xinyi Chen; Zimeng Li; Xuhang Chen 002; Zhen Wang; Chi-Man Pun (ICONIP (7), 2024)

Dual-Hybrid Attention Network for Specular Highlight Removal. - Xiaojiao Guo; Xuhang Chen 002; Shenghong Luo; Shuqiang Wang; Chi-Man Pun (ACM Multimedia, 2024)

Multi-modal Mood Reader: Pre-trained Model Empowers Cross-Subject Emotion Recognition. - Yihang Dong; Xuhang Chen 002; Yanyan Shen; Michael Kwok-Po Ng; Tao Qian; Shuqiang Wang (NCAA (3), 2024)

MedPrompt: Cross-modal Prompting for Multi-task Medical Image Translation. - Xuhang Chen 002; Shenghong Luo; Chi-Man Pun; Shuqiang Wang (PRCV (14), 2024)

DocDeshadower: Frequency-Aware Transformer for Document Shadow Removal. - Ziyang Zhou 001; Yingtie Lei; Xuhang Chen 002; Shenghong Luo; Wenjun Zhang; Chi-Man Pun; Zhen Wang (SMC, 2024)

Adaptive Query Prompting for Multi-Domain Landmark Detection. - Qiusen Wei; Guoheng Huang; Xiaochen Yuan; Xuhang Chen 002; Guo Zhong; Jianwen Huang; Jiajie Huang (CoRR, 2024)

ASSNet: Adaptive Semantic Segmentation Network for Microtumors and Multi-Organ Segmentation. - Fuchen Zheng; Xinyi Chen; Xuhang Chen 002; Haolun Li 001; Xiaojiao Guo; Guoheng Huang; Chi-Man Pun; Shoujun Zhou (CoRR, 2024)

Lagrange Duality and Compound Multi-Attention Transformer for Semi-Supervised Medical Image Segmentation. - Fuchen Zheng; Quanjun Li; Weixuan Li; Xuhang Chen 002; Yihang Dong; Guoheng Huang; Chi-Man Pun; Shoujun Zhou (CoRR, 2024)

TAGE: Trustworthy Attribute Group Editing for Stable Few-shot Image Generation. - Ruicheng Zhang; Guoheng Huang; Yejing Huo; Xiaochen Yuan; Zhizhen Zhou; Xuhang Chen 002; Guo Zhong (CoRR, 2024)

Layer-Wise Feature Metric of Semantic-Pixel Matching for Few-Shot Learning. - Hao Tang; Junhao Lu; Guoheng Huang; Ming Li; Xuhang Chen 002; Guo Zhong; Zhengguang Tan; Zinuo Li (CoRR, 2024)

U-shaped convolutional transformer GAN with multi-resolution consistency loss for restoring brain functional time-series and dementia diagnosis. - Qiankun Zuo; Ruiheng Li; Binghua Shi; Jin Hong; Yanfei Zhu; Xuhang Chen 002; Yixian Wu; Jia Guo 001 (Frontiers Comput. Neurosci., 2024)

Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification. - Xiaohong Li; Guoheng Huang; Lianglun Cheng; Guo Zhong; Weihuang Liu; Xuhang Chen 002; Muyan Cai (J. Biomed. Informatics, 2024)

WavEnhancer: Unifying Wavelet and Transformer for Image Enhancement. - Zinuo Li; Xuhang Chen 002; Shu-Na Guo; Shuqiang Wang; Chi-Man Pun (J. Comput. Sci. Technol., 2024)

RM-UNet: UNet-like Mamba with rotational SSM module for medical image segmentation. - Hao Tang; Guoheng Huang; Lianglun Cheng; Xiaochen Yuan; Qi Tao; Xuhang Chen 002; Guo Zhong; Xiaohui Yang (Signal Image Video Process., 2024)

MFDNet: Multi-Frequency Deflare Network for efficient nighttime flare removal. - Yiguo Jiang; Xuhang Chen 002; Chi-Man Pun; Shuqiang Wang; Wei Feng 005 (Vis. Comput., 2024)

Underwater Image Restoration via Polymorphic Large Kernel CNNs. - Xiaojiao Guo; Yihang Dong; Xuhang Chen 002; Weiwen Chen; Zimeng Li; Fuchen Zheng; Chi-Man Pun (ICASSP, 2025)

Cross-View Geo-Localization via Learning Correspondence Semantic Similarity Knowledge. - Guanli Chen; Guoheng Huang; Xiaochen Yuan; Xuhang Chen 002; Guo Zhong; Chi-Man Pun (MMM (1), 2025)

High-Fidelity Document Stain Removal via A Large-Scale Real-World Dataset and A Memory-Augmented Transformer. - Mingxian Li; Hao Sun; Yingtie Lei; Xiaofeng Zhang; Yihang Dong; Yilin Zhou; Zimeng Li; Xuhang Chen 002 (WACV, 2025)

GRE2-MDCL: Graph Representation Embedding Enhanced via Multidimensional Contrastive Learning. - Quanjun Li; Weixuan Li; Xiya Zheng; Junhua Zhou; Wenming Zhong; Xuhang Chen 002; Chao Long (IEEE Access, 2025)

HEDN: multi-oriented hierarchical extraction and dual-frequency decoupling network for 3D medical image segmentation. - Yu Wang; Guoheng Huang; Zeng Lu; Ying Wang 097; Xuhang Chen 002; Xiaochen Yuan; Yan Li 122; Jieni Liu; Yingping Huang (Medical Biol. Eng. Comput., 2025)

QEAN: quaternion-enhanced attention network for visual dance generation. - Zhizhen Zhou; Yejing Huo; Guoheng Huang; An Zeng; Xuhang Chen 002; Lian Huang; Zinuo Li (Vis. Comput., 2025)

Psanet: prototype-guided salient attention for few-shot segmentation. - Hao Li; Guoheng Huang; Xiaochen Yuan; Zewen Zheng; Xuhang Chen 002; Guo Zhong; Chi-Man Pun (Vis. Comput., 2025)

Weakly supervised semantic segmentation via saliency perception with uncertainty-guided noise suppression. - Xinyi Liu; Guoheng Huang; Xiaochen Yuan; Zewen Zheng; Guo Zhong; Xuhang Chen 002; Chi-Man Pun (Vis. Comput., 2025)

LensNet: An End-to-End Learning Framework for Empirical Point Spread Function Modeling and Lensless Imaging Reconstruction. - Jiesong Bai; Yuhao Yin; Yihang Dong; Xiaofeng Zhang; Chi-Man Pun; Xuhang Chen 002 (CoRR, 2025)

High-Fidelity Functional Ultrasound Reconstruction via A Visual Auto-Regressive Framework. - Xuhang Chen 002; Zhuo Li; Yanyan Shen; Mufti Mahmud; Hieu Pham; Chi-Man Pun; Shuqiang Wang (CoRR, 2025)

ConnectomeDiffuser: Generative AI Enables Brain Network Construction from Diffusion Tensor Imaging. - Xuhang Chen 002; Michael Kwok-Po Ng; Kim-Fung Tsang; Chi-Man Pun; Shuqiang Wang (CoRR, 2025)

Underwater Image Restoration Through a Prior Guided Hybrid Sense Approach and Extensive Benchmark Analysis. - Xiaojiao Guo; Xuhang Chen 002; Shuqiang Wang; Chi-Man Pun (IEEE Trans. Circuits Syst. Video Technol., 2025)

Empowering Functional Neuroimaging: A Pre-trained Generative Framework for Unified Representation of Neural Signals. - Weiheng Yao; Xuhang Chen 002; Shuqiang Wang (CoRR, 2025)

MAC-Lookup: Multi-Axis Conditional Lookup Model for Underwater Image Enhancement. - Fanghai Yi; Zehong Zheng; Zexiao Liang; Yihang Dong; Xiyang Fang; Wangyu Wu; Xuhang Chen 002 (CoRR, 2025)

UltraDfeGAN: Detail-Enhancing Generative Adversarial Networks for High-Fidelity Functional Ultrasound Synthesis. - Zhuo Li; Xuhang Chen 002; Shuqiang Wang (CoRR, 2025)

MCA-LLaVA: Manhattan Causal Attention for Reducing Hallucination in Large Vision-Language Models. - Qiyan Zhao; Xiaofeng Zhang; Yiheng Li; Yun Xing; Xiaosong Yuan; Feilong Tang; Sinan Fan; Xuhang Chen 002; Xuyao Zhang; Dahan Wang (CoRR, 2025)

An asymmetric calibrated transformer network for underwater image restoration. - Xiaojiao Guo; Shenghong Luo; Yihang Dong; Zexiao Liang; Zimeng Li; Xiujun Zhang; Xuhang Chen 002 (Vis. Comput., 2025)

CMAMRNet: A Contextual Mask-Aware Network Enhancing Mural Restoration Through Comprehensive Mask Guidance. - Yingtie Lei; Fanghai Yi; Yihang Dong; Weihuang Liu; Xiaofeng Zhang; Zimeng Li; Chi-Man Pun; Xuhang Chen 002 (CoRR, 2025)