High-speed hyperspectral video acquisition with a dual-camera architecture. - Lizhi Wang 001; Zhiwei Xiong; Dahua Gao; Guangming Shi; Wenjun Zeng 001; Feng Wu 001 (CVPR, 2015)

Pseudo-sequence-based light field image compression. - Dong Liu 002; Lizhi Wang 001; Li Li 040; Zhiwei Xiong; Feng Wu 001; Wenjun Zeng 001 (ICME Workshops, 2016)

Compressive hyperspectral imaging with complementary RGB measurements. - Lizhi Wang 001; Zhiwei Xiong; Guangming Shi; Wenjun Zeng 001; Feng Wu 001 (VCIP, 2016)

Snapshot Hyperspectral Light Field Imaging. - Zhiwei Xiong; Lizhi Wang 001; Huiqun Li; Dong Liu 002; Feng Wu 001 (CVPR, 2017)

HSCNN: CNN-Based Hyperspectral Image Recovery from Spectrally Undersampled Projections. - Zhiwei Xiong; Zhan Shi; Huiqun Li; Lizhi Wang 001; Dong Liu 002; Feng Wu 001 (ICCV Workshops, 2017)

Adaptive Nonlocal Sparse Representation for Dual-Camera Compressive Hyperspectral Imaging. - Lizhi Wang 001; Zhiwei Xiong; Guangming Shi; Feng Wu 001; Wenjun Zeng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2017)

PIRM2018 Challenge on Spectral Image Super-Resolution: Methods and Results. - Mehrdad Shoeiby; Antonio Robles-Kelly; Radu Timofte; Ruofan Zhou; Fayez Lahoud; Sabine Süsstrunk; Zhiwei Xiong; Zhan Shi; Chang Chen; Dong Liu 002; Zheng-Jun Zha; Feng Wu 001; et al. (ECCV Workshops (5), 2018)

HSVCNN: CNN-Based Hyperspectral Reconstruction from RGB Videos. - Huiqun Li; Zhiwei Xiong; Zhan Shi; Lizhi Wang 001; Dong Liu 002; Feng Wu 001 (ICIP, 2018)

Snapshot Multiplexed Imaging Based on Compressive Sensing. - Ying Fu 001; Chen Sun; Lizhi Wang 001; Hua Huang 001 (PCM (2), 2018)

GPU Assisted Towards Real-Time Reconstruction for Dual-Camera Compressive Hyperspectral Imaging. - Shipeng Zhang; Lizhi Wang 001; Ying Fu 001; Hua Huang 001 (PCM (1), 2018)

Simultaneous Depth and Spectral Imaging With a Cross-Modal Stereo System. - Lizhi Wang 001; Zhiwei Xiong; Guangming Shi; Wenjun Zeng 001; Feng Wu 001 (IEEE Trans. Circuits Syst. Video Technol., 2018)

Hyperspectral Image Reconstruction Using a Deep Spatial-Spectral Prior. - Lizhi Wang 001; Chen Sun; Ying Fu 001; Min H. Kim 001; Hua Huang 001 (CVPR, 2019)

Hyperspectral Image Reconstruction Using Deep External and Internal Learning. - Tao Zhang 042; Ying Fu 001; Lizhi Wang 001; Hua Huang 001 (ICCV, 2019)

Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery. - Shipeng Zhang; Lizhi Wang 001; Ying Fu 001; Xiaoming Zhong; Hua Huang 001 (ICCV, 2019)

Computational Spectral-Depth Imaging with a Compact System. - Mingde Yao; Zhiwei Xiong; Lizhi Wang 001; Dong Liu 002; Xuejin Chen (SIGGRAPH Asia Posters, 2019)

High-Speed Hyperspectral Video Acquisition By Combining Nyquist and Compressive Sampling. - Lizhi Wang 001; Zhiwei Xiong; Hua Huang 001; Guangming Shi; Feng Wu 001; Wenjun Zeng 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

HyperReconNet: Joint Coded Aperture Optimization and Image Reconstruction for Compressive Hyperspectral Imaging. - Lizhi Wang 001; Tao Zhang 042; Ying Fu 001; Hua Huang 001 (IEEE Trans. Image Process., 2019)

DNU: Deep Non-Local Unrolling for Computational Spectral Imaging. - Lizhi Wang 001; Chen Sun; Maoqing Zhang; Ying Fu 001; Hua Huang 001 (CVPR, 2020)

Structure Preserving Multi-View Dimensionality Reduction. - Zhan Wang 007; Lizhi Wang 001; Hua Huang 001 (ICME, 2020)

Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization. - Niankai Cheng; Hua Huang 001; Lei Zhang 021; Lizhi Wang 001 (ICPR, 2020)

Embedding shared low-rank and feature correlation for multi-view data analysis. - Zhan Wang 007; Lizhi Wang 001; Lei Zhang 021; Hua Huang 001 (ICPR, 2020)

Joint low rank embedded multiple features learning for audio-visual emotion recognition. - Zhan Wang 007; Lizhi Wang 001; Hua Huang 001 (Neurocomputing, 2020)

Learning Tensor Low-Rank Prior for Hyperspectral Image Reconstruction. - Shipeng Zhang; Lizhi Wang 001; Lei Zhang 021; Hua Huang 001 (CVPR, 2021)

Adaptive Dimension-Discriminative Low-Rank Tensor Recovery for Computational Hyperspectral Imaging. - Lizhi Wang 001; Shipeng Zhang; Hua Huang 001 (Int. J. Comput. Vis., 2021)

Sparse additive discriminant canonical correlation analysis for multiple features fusion. - Zhan Wang 007; Lizhi Wang 001; Hua Huang 001 (Neurocomputing, 2021)

Shared Low-Rank Correlation Embedding for Multiple Feature Fusion. - Zhan Wang 007; Lizhi Wang 001; Jun Wan 001; Hua Huang 001 (IEEE Trans. Multim., 2021)

Quantization-aware Deep Optics for Diffractive Snapshot Hyperspectral Imaging. - Lingen Li; Lizhi Wang 001; Weitao Song; Lei Zhang 021; Zhiwei Xiong; Hua Huang 001 (CVPR, 2022)

Continuous Spectral Reconstruction from RGB Images via Implicit Neural Representation. - Ruikang Xu; Mingde Yao; Chang Chen; Lizhi Wang 001; Zhiwei Xiong (ECCV Workshops (5), 2022)

Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling. - Hansen Feng; Lizhi Wang 001; Yuzhi Wang; Hua Huang 001 (ACM Multimedia, 2022)

Coded Hyperspectral Image Reconstruction Using Deep External and Internal Learning. - Ying Fu 001; Tao Zhang 042; Lizhi Wang 001; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Stochastic gate-based autoencoder for unsupervised hyperspectral band selection. - He Sun 009; Lei Zhang 021; Lizhi Wang 001; Hua Huang 001 (Pattern Recognit., 2022)

High-Accuracy Image Formation Model for Coded Aperture Snapshot Spectral Imaging. - Lingfei Song; Lizhi Wang 001; Min H. Kim 001; Hua Huang 001 (IEEE Trans. Computational Imaging, 2022)

Mutual-Guided Dynamic Network for Image Fusion. - Yuanshen Guan; Ruikang Xu; Mingde Yao; Lizhi Wang 001; Zhiwei Xiong (ACM Multimedia, 2023)

Learning Spectral-wise Correlation for Spectral Super-Resolution: Where Similarity Meets Particularity. - Hongyuan Wang; Lizhi Wang 001; Chang Chen; Xue Hu; Fenglong Song; Hua Huang 001 (ACM Multimedia, 2023)

Recurrent Spike-based Image Restoration under General Illumination. - Lin Zhu 012; Yunlong Zheng; Mengyue Geng; Lizhi Wang 001; Hua Huang 001 (ACM Multimedia, 2023)

Stimulating the Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling. - Tong Li 016; Hansen Feng; Lizhi Wang 001; Zhiwei Xiong; Hua Huang 001 (CoRR, 2023)

Physics-guided Noise Neural Proxy for Low-light Raw Image Denoising. - Hansen Feng; Lizhi Wang 001; Yiqi Huang; Yuzhi Wang; Hua Huang 001 (CoRR, 2023)

Learning Exhaustive Correlation for Spectral Super-Resolution: Where Unified Spatial-Spectral Attention Meets Mutual Linear Dependence. - Hongyuan Wang; Lizhi Wang 001; Jiang Xu; Chang Chen; Xue Hu; Fenglong Song; Youliang Yan (CoRR, 2023)

Computational Spectral Imaging with Unified Encoding Model: A Comparative Study and Beyond. - Xinyuan Liu; Lizhi Wang 001; Lingen Li; Chang Chen; Xue Hu; Fenglong Song; Youliang Yan (CoRR, 2023)

Sub-Pixel Dispersion Model for Coded Aperture Snapshot Spectral Imaging. - Maoqing Zhang; Lizhi Wang 001; Hua Huang 001 (IEEE Trans. Computational Imaging, 2023)

SpikeNeRF: Learning Neural Radiance Fields from Continuous Spike Stream. - Lin Zhu 012; Kangmin Jia; Yifan Zhao 002; Yunshan Qi; Lizhi Wang 001; Hua Huang 001 (CVPR, 2024)

Event-Based Visible and Infrared Fusion via Multi-Task Collaboration. - Mengyue Geng; Lin Zhu 012; Lizhi Wang 001; Wei Zhang 161; Ruiqin Xiong; Yonghong Tian 001 (CVPR, 2024)

Computational Spectral Imaging with Unified Encoding Model and Beyond. - Xinyuan Liu; Lingen Li; Lin Zhu 012; Lizhi Wang 001 (CVPR Workshops, 2024)

In2SET: Intra-Inter Similarity Exploiting Transformer for Dual-Camera Compressive Hyperspectral Imaging. - Xin Wang; Lizhi Wang 001; Xiangtian Ma; Maoqing Zhang; Lin Zhu 012; Hua Huang 001 (CVPR, 2024)

Diffusion-Promoted HDR Video Reconstruction. - Yuanshen Guan; Ruikang Xu; Mingde Yao; Ruisheng Gao; Lizhi Wang 001; Zhiwei Xiong (ECCV Workshops (9), 2024)

Learning Exhaustive Correlation for Spectral Super-Resolution: Where Spatial-Spectral Attention Meets Linear Dependence. - Hongyuan Wang; Lizhi Wang 001; Jiang Xu; Chang Chen; Xue Hu; Fenglong Song; Youliang Yan (ECCV (25), 2024)

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction. - Lin Zhu 012; Yunlong Zheng; Yijun Zhang 003; Xiao Wang 014; Lizhi Wang 001; Hua Huang 001 (ECCV (40), 2024)

Hysat++: Hybrid Spectral-Wise Attention Transformer for Skin Spectral Reconstruction. - Yuchen Wang; Hongyuan Wang; Jiang Xu; Chang Chen; Xue Hu; Fenglong Song; Lizhi Wang 001 (ICASSP Workshops, 2024)

MLP Embedded Inverse Tone Mapping. - Panjun Liu; Jiacheng Li 004; Lizhi Wang 001; Zheng-Jun Zha; Zhiwei Xiong (ACM Multimedia, 2024)

Physics-Inspired Degradation Models for Hyperspectral Image Fusion. - Jie Lian; Lizhi Wang 001; Lin Zhu 012; Renwei Dian; Zhiwei Xiong; Hua Huang 001 (CoRR, 2024)

Exploiting Frequency Correlation for Hyperspectral Image Reconstruction. - Muge Yan; Lizhi Wang 001; Lin Zhu 012; Hua Huang 001 (CoRR, 2024)

Temporal Residual Guided Diffusion Framework for Event-Driven Video Reconstruction. - Lin Zhu 012; Yunlong Zheng; Yijun Zhang; Xiao Wang; Lizhi Wang 001; Hua Huang 001 (CoRR, 2024)

Unifying Event-based Flow, Stereo and Depth Estimation via Feature Similarity Matching. - Pengjie Zhang; Lin Zhu 012; Lizhi Wang 001; Hua Huang 001 (CoRR, 2024)

Learning a physics-based filter attachment for hyperspectral imaging with RGB cameras. - Maoqing Zhang; Lizhi Wang 001; Lin Zhu 012; Hua Huang 001 (Neurocomputing, 2024)

Hyperbolic Space-Based Autoencoder for Hyperspectral Anomaly Detection. - He Sun 009; Lizhi Wang 001; Lei Zhang 021; Lianru Gao (IEEE Trans. Geosci. Remote. Sens., 2024)

Learnability Enhancement for Low-Light Raw Image Denoising: A Data Perspective. - Hansen Feng; Lizhi Wang 001; Yuzhi Wang; Haoqiang Fan; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Non-Serial Quantization-Aware Deep Optics for Snapshot Hyperspectral Imaging. - Lizhi Wang 001; Lingen Li; Weitao Song; Lei Zhang 021; Zhiwei Xiong; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Stimulating Diffusion Model for Image Denoising via Adaptive Embedding and Ensembling. - Tong Li 016; Hansen Feng; Lizhi Wang 001; Lin Zhu 012; Zhiwei Xiong; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Positive2Negative: Breaking the Information-Lossy Barrier in Self-Supervised Single Image Denoising. - Tong Li 016; Lizhi Wang 001; Zhiyuan Xu; Lin Zhu 012; Wanxuan Lu; Hua Huang 001 (CVPR, 2025)

Complementary Advantages: Exploiting Cross-Field Frequency Correlation for NIR-Assisted Image Denoising. - Yuchen Wang; Hongyuan Wang; Lizhi Wang 001; Xin Wang; Lin Zhu 012; Wanxuan Lu; Hua Huang 001 (CVPR, 2025)

High Spatio-Temporal Imaging Reconstruction for Hybrid Spike-RGB Cameras. - Lujie Xia; Ruiqin Xiong; Jing Zhao 011; Lizhi Wang 001; Shuyuan Zhu; Xiaopeng Fan; Tie-Jun Huang 001 (IEEE Trans. Computational Imaging, 2025)

Continuous Spatial-Spectral Reconstruction via Implicit Neural Representation. - Ruikang Xu; Mingde Yao; Chang Chen; Lizhi Wang 001; Zhiwei Xiong (Int. J. Comput. Vis., 2025)

Event-Enhanced Snapshot Mosaic Hyperspectral Frame Deblurring. - Mengyue Geng; Lizhi Wang 001; Lin Zhu 012; Wei Zhang 161; Ruiqin Xiong; Yonghong Tian 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Continuous-Time Object Segmentation Using High Temporal Resolution Event Camera. - Lin Zhu 012; Xianzhang Chen; Lizhi Wang 001; Xiao Wang 014; Yonghong Tian 001; Hua Huang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

GT-HAD: Gated Transformer for Hyperspectral Anomaly Detection. - Jie Lian; Lizhi Wang 001; He Sun 009; Hua Huang 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

Towards Ultra High-Speed Hyperspectral Imaging by Integrating Compressive and Neuromorphic Sampling. - Mengyue Geng; Lizhi Wang 001; Lin Zhu 012; Wei Zhang 161; Ruiqin Xiong; Yonghong Tian 001 (Int. J. Comput. Vis., 2025)

PDE: Gene Effect Inspired Parameter Dynamic Evolution for Low-light Image Enhancement. - Tong Li 016; Lizhi Wang 001; Hansen Feng; Lin Zhu 012; Hua Huang 001 (CoRR, 2025)

YOND: Practical Blind Raw Image Denoising Free from Camera-Specific Data Dependency. - Hansen Feng; Lizhi Wang 001; Yiqi Huang; Tong Li 016; Lin Zhu 012; Hua Huang 001 (CoRR, 2025)