Pseudo 3D Auto-Correlation Network for Real Image Denoising. - Xiaowan Hu; Ruijun Ma 001; Zhihong Liu; Yuanhao Cai; Xiaole Zhao; Yulun Zhang 001; Haoqian Wang (CVPR, 2021)

Margin Loss Based On Adaptive Metric For Image Recognition. - Zhihong Liu; Lei Song 003; Xiaowan Hu; Haoqian Wang (ICIP, 2021)

Pyramid Orthogonal Attention Network based on Dual Self-Similarity for Accurate Mr Image Super-Resolution. - Xiaowan Hu; Haoqian Wang; Yuanhao Cai; Xiaole Zhao; Yulun Zhang 001 (ICME, 2021)

Multi-Scale Selective Feedback Network with Dual Loss for Real Image Denoising. - Xiaowan Hu; Yuanhao Cai; Zhihong Liu; Haoqian Wang; Yulun Zhang 001 (IJCAI, 2021)

Single MR image super-resolution via mixed self-similarity attention network. - Xiaowan Hu; Haoqian Wang; Yi Luo; Zhongzhi Sun; Yanbin Peng (Image Processing, 2021)

Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training. - Yuanhao Cai; Xiaowan Hu; Haoqian Wang; Yulun Zhang 001; Hanspeter Pfister; Donglai Wei 001 (NeurIPS, 2021)

Mask-guided Spectral-wise Transformer for Efficient Hyperspectral Image Reconstruction. - Yuanhao Cai; Jing Lin; Xiaowan Hu; Haoqian Wang; Xin Yuan 002; Yulun Zhang 001; Radu Timofte; Luc Van Gool (CVPR, 2022)

HDNet: High-resolution Dual-domain Learning for Spectral Compressive Imaging. - Xiaowan Hu; Yuanhao Cai; Jing Lin; Haoqian Wang; Xin Yuan 002; Yulun Zhang 001; Radu Timofte; Luc Van Gool (CVPR, 2022)

Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction. - Yuanhao Cai; Jing Lin; Xiaowan Hu; Haoqian Wang; Xin Yuan 002; Yulun Zhang 001; Radu Timofte; Luc Van Gool (ECCV (17), 2022)

Flow-Guided Sparse Transformer for Video Deblurring. - Jing Lin; Yuanhao Cai; Xiaowan Hu; Haoqian Wang; Youliang Yan; Xueyi Zou; Henghui Ding; Yulun Zhang 001; Radu Timofte; Luc Van Gool (ICML, 2022)

Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration. - Jing Lin; Xiaowan Hu; Yuanhao Cai; Haoqian Wang; Youliang Yan; Xueyi Zou; Yulun Zhang 001; Luc Van Gool (ICML, 2022)

Wide Weighted Attention Multi-Scale Network for Accurate MR Image Super-Resolution. - Haoqian Wang; Xiaowan Hu; Xiaole Zhao; Yulun Zhang 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

Spatial redundancy transformer for self-supervised fluorescence image denoising. - Xinyang Li; Xiaowan Hu; Xingye Chen; Jiaqi Fan; Zhifeng Zhao; Jiamin Wu; Haoqian Wang; Qionghai Dai (Nat. Comput. Sci., 2023)

Spatiotemporal Graph Guided Multi-modal Network for Livestreaming Product Retrieval. - Xiaowan Hu; Yiyi Chen; Yan Li 043; Minquan Wang; Haoqian Wang; Quan Chen 006; Han Li 005; Peng Jiang 002 (ACM Multimedia, 2024)

Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising. - Zikang Chen; Tao Jiang; Xiaowan Hu; Wang Zhang; Huaqiu Li; Haoqian Wang (AAAI, 2025)

Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single Image Denoising. - Huaqiu Li; Wang Zhang; Xiaowan Hu; Tao Jiang; Zikang Chen; Haoqian Wang (AAAI, 2025)

Interpretable Unsupervised Joint Denoising and Enhancement for Real-World low-light Scenarios. - Huaqiu Li; Xiaowan Hu; Haoqian Wang (ICLR, 2025)