CV

Education

2013~2017 Bachelor, Mathematics, Xi’an Jiaotong University

2017~2020 Master, Mathematics, Xi’an Jiaotong University, supervised by Prof. Deyu Meng.

2020~Now PhD Candidate, Mathematics, Xi’an Jiaotong University, supervised by Pro. Deyu Meng.

Publications

  1. Li Pang, Xiangyu Rui*, Long Cui, Hongzhong Wang, Deyu Meng, Xiangyong Cao, “HIR-Diff: Unsupervised Hyperspectral Image Restoration Via Improved Diffusion Models,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024. [Code]

  2. Xiangyu Rui, Xiangyong Cao, Li Pang, Zeyu Zhu, Zongsheng Yue, Deyu Meng, “Unsupervised hyperspectral pansharpening via low-rank diffusion model,” Information Fusion (IF), 2024. [Code]

  3. Xiangyu Rui, Xiangyong Cao, Qi Xie, Zongsheng Yue, Qian Zhao, Deyu Meng, “Learning an explicit weighting scheme for adapting complex HSI noise,” IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021. [Paper] [Code]

  4. Qian Zhao, Xiangyu Rui, Zhi Han, Deyu Meng, “Multilinear multitask learning by rank-product regularization,” IEEE transactions on neural networks and learning systems (TNNLS), 2019. [Paper]

arXiv

  1. Xiangyu Rui, Xiangyong Cao, Jun Shu, Qian Zhao, Deyu Meng, “A Hyper-weight Network for Hyperspectral Image Denoising”. arXiv:2301.06081v1, 2022. [Paper]