// 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.
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IEEE Transactions on Circuits and Systems for Video Technology, 2026, 2026
A prompt-free unified document restoration framework that adapts to diverse degradations through structure-aware routing and wavelet-domain feature interaction.
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.
arXiv preprint arXiv:2606.07389, 2026
A simulation-driven imitation learning method for biosignals-free shared-autonomy prosthetic grasping.
NeurIPS 2025, 2025
An adaptive multi-subspace parameter-efficient fine-tuning method for expressive incremental updates, integrated into Hugging Face PEFT.
Research Square preprint, 2025
Sequential synthetic financial data generation with a Student t-distribution based diffusion model.
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.
Pattern Recognition, 2025
Pattern Recognition, 2025
A diffusion-guided blind face restoration method that learns visual style prompts in pretrained generative latent space.
International Conference on Computational Visual Media, 2025
ArXiv, 2025
A unified document image inpainting framework for restoring damaged and high-resolution document regions.
Neurocomputing 617, 128996, 2025
An exemplar-guided facial inpainting framework that transfers exemplar-like facial attributes while preserving image quality.
PhD thesis, Memorial University of Newfoundland, 2025
Doctoral thesis on generative models for semantic facial image editing and multimodal facial manipulation.
IEEE Transactions on Visualization and Computer Graphics, 2024
A multimodal generative framework for globally consistent local facial editing with fine-grained semantic control.
Journal of Electronic Imaging 33(1), 013028, 2024
Pattern Recognition Volume 145, January 2024, 109956, 2024
China Sciencepaper 17(11), 2022
A Chinese journal article on image splicing tamper detection with multi-scale feature priors.
Displays 76, 102321, 2022
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), 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), 584-600, 2022
A Chinese journal record on probability-based channel pruning for depthwise separable convolutional networks.
Journal of Computer Science and Technology 37, 584-600, 2022
International Journal of Imaging Systems and Technology 30(3), 828-842, 2020