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Research Publications
A complete, curated publication record spanning generative vision, image restoration, image editing, pattern recognition, and applied machine learning. Citation metrics are maintained on Google Scholar.
Google Scholar
UHDRes: Ultra-High-Definition Image Restoration via Dual-Domain Decoupled Spectral Modulation
IEEE Transactions on Circuits and Systems for Video Technology, 2026
A lightweight UHD restoration framework using dual-domain decoupled spectral modulation with only 400K parameters.
Simulation-Driven Imitation Learning for Biosignals-Free Shared-Autonomy Prosthetic Grasping
arXiv preprint arXiv:2606.07389, 2026
A simulation-driven imitation learning method for biosignals-free shared-autonomy prosthetic grasping.
AdaMSS: Adaptive Multi-Subspace Approach for Parameter-Efficient Fine-Tuning
NeurIPS 2025, 2025
An adaptive multi-subspace parameter-efficient fine-tuning method for expressive incremental updates, integrated into Hugging Face PEFT.
StDDPM: Sequential Financial Synthetic Data Generation using T-distribution based Diffusion Model
Research Square preprint, 2025
Sequential synthetic financial data generation with a Student t-distribution based diffusion model.
Toward Biosignals-Free Autonomous Prosthetic Hand Control via Imitation Learning
IEEE Transactions on Neural Systems and Rehabilitation Engineering 33, 3544-3554, 2025
A biosignals-free autonomous prosthetic grasping framework that learns hand control through simulation-driven imitation learning.
Real-time dual-eye collaborative eyeblink detection with contrastive learning
Pattern Recognition, 2025
Visual style prompt learning using diffusion models for blind face restoration
Pattern Recognition, 2025
A diffusion-guided blind face restoration method that learns visual style prompts in pretrained generative latent space.
Degradation-Aware Frequency-Separated Transformer for Blind Super-Resolution
International Conference on Computational Visual Media, 2025
TextDoctor: Unified Document Image Inpainting via Patch Pyramid Diffusion Models
ArXiv, 2025
A unified document image inpainting framework for restoring damaged and high-resolution document regions.
Do Inpainting Yourself: Generative Facial Inpainting Guided by Exemplars
Neurocomputing 617, 128996, 2025
An exemplar-guided facial inpainting framework that transfers exemplar-like facial attributes while preserving image quality.
PhD thesis
Generative Models for Semantic Facial Image Editing: Multimodal Approaches
PhD thesis, Memorial University of Newfoundland, 2025
Doctoral thesis on generative models for semantic facial image editing and multimodal facial manipulation.
FACEMUG: A Multimodal Generative and Fusion Framework for Local Facial Editing
IEEE Transactions on Visualization and Computer Graphics, 2024
A multimodal generative framework for globally consistent local facial editing with fine-grained semantic control.
TEG: image theme recognition using text-embedding-guided few-shot adaptation
Journal of Electronic Imaging 33(1), 013028, 2024
Restoring Vision in Hazy Weather with Hierarchical Contrastive Learning
Pattern Recognition Volume 145, January 2024, 109956, 2024
China Sciencepaper 17(11)
基于多尺度特征先验的图像拼接篡改检测
China Sciencepaper 17(11), 2022
A Chinese journal article on image splicing tamper detection with multi-scale feature priors.
Generative image inpainting with enhanced gated convolution and Transformers
Displays 76, 102321, 2022
Journal of Computer-Aided Design & Computer Graphics 34(9)
Efficient Generative Face Completion with Perceptual Deblurring
Journal of Computer-Aided Design & Computer Graphics 34(9), 1420-1431, 2022
Efficient generative face completion with perceptual deblurring for higher-quality facial image restoration.
计算机辅助设计与图形学学报 34(9)
基于感知去模糊的高效人脸图像修复算法
计算机辅助设计与图形学学报 34(9), 1420-1431, 2022
A Chinese journal article on efficient face image restoration with perceptual deblurring.
计算机科学技术学报 37(3)
基于概率的深度可分离卷积网络通道剪枝
计算机科学技术学报 37(3), 584-600, 2022
A Chinese journal record on probability-based channel pruning for depthwise separable convolutional networks.
Probability-Based Channel Pruning for Depthwise Separable Convolutional Networks
Journal of Computer Science and Technology 37, 584-600, 2022
High‐quality retinal vessel segmentation using generative adversarial network with a large receptive field
International Journal of Imaging Systems and Technology 30(3), 828-842, 2020
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