Xuanwu Yin

Computer Science · Physical Sciences

13h-index603citations43works11.72yr avg
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Research Topics

Advanced Vision and Imaging(20), Advanced Image Processing Techniques(20), Image Processing Techniques and Applications(18), Image Enhancement Techniques(8), Image and Signal Denoising Methods(5)

Publications40 total

Learnable Permutation for Structured Sparsity on Transformer Models
arXiv (Cornell University)·2026Open Access
Learnable Permutation for Structured Sparsity on Transformer Models
ArXiv.org·2026Open Access
Dual LoRA: Enhancing LoRA with Magnitude and Direction Updates
arXiv (Cornell University)·2025Open Access
SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
arXiv (Cornell University)·2025Open Access
Staggered HDR video reconstruction with a real-world benchmark dataset for night scenes
Displays·2025
Týr-the-Pruner: Structural Pruning LLMs via Global Sparsity Distribution Optimization
arXiv (Cornell University)·2025Open Access
NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results
2024· 51 cited
Swift Parameter-free Attention Network for Efficient Super-Resolution
2024· 69 cited
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results
2024· 2 cited
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey
2024· 7 cited
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
2024· 51 cited
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
2024· 19 cited
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results
arXiv (Cornell University)·2024· 2 citedOpen Access
Real-Time 4K Super-Resolution of Compressed AVIF Images. AIS 2024 Challenge Survey
arXiv (Cornell University)·2024· 2 citedOpen Access
Deep RAW Image Super-Resolution. A NTIRE 2024 Challenge Survey
arXiv (Cornell University)·2024Open Access
The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report
arXiv (Cornell University)·2024· 1 citedOpen Access
NTIRE 2024 Challenge on Image Super-Resolution ($\times$4): Methods and Results
arXiv (Cornell University)·2024Open Access
SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
arXiv (Cornell University)·2024Open Access
Swift Parameter-free Attention Network for Efficient Super-Resolution
arXiv (Cornell University)·2023· 7 citedOpen Access
NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results
2023· 69 cited
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Frequent Co-authors

Hongyuan Yu(18), Guijin Wang(15), Yajun Zou(12), Kunlong Zuo(11), Radu Timofte(10), Zheng-Jun Zha(8), Zhuoyuan Wu(8), Chenbo Shi(8), Cheng Wan(7), Kunlong Zuo(7), Zhijuan Huang(7), Qisheng Xu(7), Kele Xu(7), Jinshan Pan(6), Jiangxin Dong(6), Jinhui Tang(6), Jiamin Lin(6), Bingnan Han(6), Xianyu Guan(6), Jizhe Li(6)