Haijin Zeng

63 papers A* 10C 1Journal 44Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Agentic Flow Steering and Parallel Rollout Search for Spatially Grounded Text-to-Image Generation.
CoRR
Ping Chen, Daoxuan Zhang, Xiangming Wang, Yungeng Liu, Haijin Zeng, Yongyong Chen
2026 J jnl
Deep LoRA-Unfolding Networks for Image Restoration.
CoRR
Xiangming Wang, Haijin Zeng, Benteng Sun, Jiezhang Cao, Kai Zhang, Qiangqiang Shen, Yongyong Chen
2026 J jnl
Deep LoRA-Unfolding Networks for Image Restoration.
IEEE Trans. Image Process.
Xiangming Wang, Haijin Zeng, Benteng Sun, Jiezhang Cao, Kai Zhang, Qiangqiang Shen, Yongyong Chen
2026 J jnl
HSI-VAR: Rethinking Hyperspectral Restoration through Spatial-Spectral Visual Autoregression.
CoRR
Xiangming Wang, Benteng Sun, Yungeng Liu, Haijin Zeng, Yongyong Chen, Jingyong Su, Jie Liu
2026 A* conf
Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging.
AAAI
Shaoguang Huang, Yunzhen Wang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
2026 J jnl
Vision-Language Controlled Deep Unfolding for Joint Medical Image Restoration and Segmentation.
CoRR
Ping Chen, Zicheng Huang, Xiangming Wang, Yungeng Liu, Bingyu Liang, Haijin Zeng, Yongyong Chen
2025 A* conf
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing.
CVPR
Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su
2025 J jnl
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS Demosaicing.
CoRR
Shiyang Zhou, Haijin Zeng, Yunfan Lu, Tong Shao, Ke Tang, Yongyong Chen, Jie Liu, Jingyong Su
2025 — conf
BrainCognizer: Brain Decoding with Human Visual Cognition Simulation for fMRI-to-Image Reconstruction.
BIBM
Guoying Sun, Weiyu Guo, Tong Shao, Yang Yang, Haijin Zeng, Jie Liu, Jingyong Su
2025 J jnl
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising.
IEEE Trans. Geosci. Remote. Sens.
Haijin Zeng, Kai Feng, Xudong Zhao, Jiezhang Cao, Shaoguang Huang, Hiep Luong, Wilfried Philips
2025 J jnl
Generative Model-Assisted Demosaicing for Cross-multispectral Cameras.
CoRR
Jiahui Luo, Kai Feng, Haijin Zeng, Yongyong Chen
2025 — conf
Gradient of White Matter Functional Variability via fALFF Differential Identifiability.
BIBM
Xinle Chang, Yang Yang, Yueran Li, Zhengcen Li, Haijin Zeng, Jingyong Su
2025 J jnl
Lightweight Quad Bayer HybridEVS Demosaicing via State Space Augmented Cross-Attention.
CoRR
Shiyang Zhou, Haijin Zeng, Yunfan Lu, Yongyong Chen, Jie Liu, Jingyong Su
2025 — conf
MIPI 2025 Challenge on Deblurring for Hybrid EVS Camera: Methods and Results.
ICCVW
Yaqi Wu, Zhihao Fan, Hirotaka Shinozaki, Frank Zhang, Xander Li, Alexis Baudron, Wenbin Feng, Shuang Zhao, Jin Han, Cheng Li, Yihui Shi, Dehua Song, Zheng Chen, Wenbo Li, Fenglong Song, Yihong Leng, Siming Zheng, Peng-Tao Jiang, Linxiao Shi, Jinwei Chen, Bo Li, Jiaojiao Li, Jinao Song, Yan Chen, Yajing Wei, Yuqiang Yang, Jian Tang, Long Bao, Heng Sun, Yang Qiu, Kean Liu, Senyan Xu, Zhijing Sun, Jiaying Zhu, Chengjie Ge, Xingbo Wang, Yidi Liu, Xin Lu, Xueyang Fu, Zheng-Jun Zha, Qinglin Liu, Wei Yu, Yunfan Lu, Xiangming Wang, Shuqi Ren, Haijin Zeng, Jinchao Li, Shiyang Zhou, Yongyong Chen, Qichao Dong, Junqi Lu
2025 A* conf
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems.
AAAI
Xiangming Wang, Haijin Zeng, Jiaoyang Chen, Sheng Liu, Yongyong Chen, Guoqing Chao
2025 J jnl
SlowFast-SCI: Slow-Fast Deep Unfolding Learning for Spectral Compressive Imaging.
CoRR
Haijin Zeng, Xuan Lu, Yurong Zhang, Yongyong Chen, Jingyong Su, Jie Liu
2025 J jnl
Smooth Tensor Qatar Riyal Decomposition for Dynamic MRI Reconstruction.
IEEE J. Biomed. Health Informatics
Tingting Xu, Yongyong Chen, Haijin Zeng, Guokai Zhang, Jingyong Su
2025 A* conf
Spectral Compressive Imaging via Unmixing-driven Subspace Diffusion Refinement.
ICLR
Haijin Zeng, Benteng Sun, Yongyong Chen, Jingyong Su, Yong Xu
2025 A* conf
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.
CVPR
Haijin Zeng, Xiangming Wang, Yongyong Chen, Jingyong Su, Jie Liu
2025 J jnl
Vision-Language Gradient Descent-driven All-in-One Deep Unfolding Networks.
CoRR
Haijin Zeng, Xiangming Wang, Yongyong Chen, Jingyong Su, Jie Liu
2024 A* conf
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model.
CVPR
Zhenghao Pan, Haijin Zeng, Jiezhang Cao, Kai Zhang, Yongyong Chen
2024 A* conf
Dual Prior Unfolding for Snapshot Compressive Imaging.
CVPR
Jiancheng Zhang, Haijin Zeng, Jiezhang Cao, Yongyong Chen, Dengxiu Yu, Yin-Ping Zhao
2024 J jnl
Efficient One-Step Diffusion Refinement for Snapshot Compressive Imaging.
CoRR
Yunzhen Wang, Haijin Zeng, Shaoguang Huang, Hongyu Chen, Hongyan Zhang
2024 J jnl
Empowering Snapshot Compressive Imaging: Spatial-Spectral State Space Model with Across-Scanning and Local Enhancement.
CoRR
Wenzhe Tian, Haijin Zeng, Yin-Ping Zhao, Yongyong Chen, Zhen Wang, Xuelong Li
2024 A* conf
Improving Spectral Snapshot Reconstruction with Spectral-Spatial Rectification.
CVPR
Jiancheng Zhang, Haijin Zeng, Yongyong Chen, Dengxiu Yu, Yin-Ping Zhao
2024 J jnl
Inheriting Bayer's Legacy: Joint Remosaicing and Denoising for Quad Bayer Image Sensor.
Int. J. Comput. Vis.
Haijin Zeng, Kai Feng, Jiezhang Cao, Shaoguang Huang, Yongqiang Zhao, Hiep Quang Luong, Jan Aelterman, Wilfried Philips
2024 J jnl
LLEMamba: Low-Light Enhancement via Relighting-Guided Mamba with Deep Unfolding Network.
CoRR
Xuanqi Zhang, Haijin Zeng, Jinwang Pan, Qiangqiang Shen, Yongyong Chen
2024 J jnl
Learnable Spatial-Spectral Transform-Based Tensor Nuclear Norm for Multi-Dimensional Visual Data Recovery.
IEEE Trans. Circuits Syst. Video Technol.
Sheng Liu, Jinsong Leng, Xi-Le Zhao, Haijin Zeng, Yao Wang, Jing-Hua Yang
2024 J jnl
MIPI 2024 Challenge on Demosaic for HybridEVS Camera: Methods and Results.
CoRR
Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangchen Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal
2024 — conf
MIPI 2024 Challenge on Demosaic for Hybridevs Camera: Methods and Results.
CVPR Workshops
Yaqi Wu, Zhihao Fan, Xiaofeng Chu, Jimmy S. Ren, Xiaoming Li, Zongsheng Yue, Chongyi Li, Shangcheng Zhou, Ruicheng Feng, Yuekun Dai, Peiqing Yang, Chen Change Loy, Senyan Xu, Zhijing Sun, Jiaying Zhu, Yurui Zhu, Xueyang Fu, Zheng-Jun Zha, Jun Cao, Cheng Li, Shu Chen, Liang Ma, Shiyang Zhou, Haijin Zeng, Kai Feng, Yongyong Chen, Jingyong Su, Xianyu Guan, Hongyuan Yu, Cheng Wan, Jiamin Lin, Binnan Han, Yajun Zou, Zhuoyuan Wu, Yuan Huang, Yongsheng Yu, Daoan Zhang, Jizhe Li, Xuanwu Yin, Kunlong Zuo, Yunfan Lu, Yijie Xu, Wenzong Ma, Weiyu Guo, Hui Xiong, Wei Yu, Bingchun Luo, Sabari Nathan, Priya Kansal
2024 A* conf
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging.
NeurIPS
Zhenghao Pan, Haijin Zeng, Jiezhang Cao, Yongyong Chen, Kai Zhang, Yong Xu
2024 J jnl
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging.
CoRR
Zhenghao Pan, Haijin Zeng, Jiezhang Cao, Yongyong Chen, Kai Zhang, Yong Xu
2024 J jnl
OTLRM: Orthogonal Learning-based Low-Rank Metric for Multi-Dimensional Inverse Problems.
CoRR
Xiangming Wang, Haijin Zeng, Jiaoyang Chen, Sheng Liu, Yongyong Chen, Guoqing Chao
2024 — conf
SAH-SCI: Self-supervised Adapter for Efficient Hyperspectral Snapshot Compressive Imaging.
ECCV (64)
Haijin Zeng, Yuxi Liu, Yongyong Chen, Youfa Liu, Chong Peng, Jingyong Su
2024 J jnl
Spatial and Cluster Structural Prior-Guided Subspace Clustering for Hyperspectral Image.
IEEE Trans. Geosci. Remote. Sens.
Shaoguang Huang, Haijin Zeng, Hongyu Chen, Hongyan Zhang
2024 J jnl
Tensor Completion Using Bilayer Multimode Low-Rank Prior and Total Variation.
IEEE Trans. Neural Networks Learn. Syst.
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Sheng Liu, Hiêp Quang Luong, Wilfried Philips
2024 A* conf
Unmixing Diffusion for Self-Supervised Hyperspectral Image Denoising.
CVPR
Haijin Zeng, Jiezhang Cao, Kai Zhang, Yongyong Chen, Hiep Luong, Wilfried Philips
2024 J jnl
Unsupervised Spectral Demosaicing With Lightweight Spectral Attention Networks.
IEEE Trans. Image Process.
Kai Feng, Haijin Zeng, Yongqiang Zhao, Seong G. Kong, Yuanyang Bu
2024 — conf
Wavelength-Embedding-Guided Filter-Array Transformer for Spectral Demosaicing.
ECCV (14)
Haijin Zeng, Hiep Luong, Wilfried Philips
2023 J jnl
All of Low-Rank and Sparse: A Recast Total Variation Approach to Hyperspectral Denoising.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips
2023 J jnl
Asymmetry total variation and framelet regularized nonconvex low-rank tensor completion.
Signal Process.
Yongyong Chen, Tingting Xu, Xiaojia Zhao, Haijin Zeng, Yanhui Xu, Junxing Chen
2023 J jnl
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising.
CoRR
Haijin Zeng, Jiezhang Cao, Kai Feng, Shaoguang Huang, Hongyan Zhang, Hiep Luong, Wilfried Philips
2023 J jnl
DiffSCI: Zero-Shot Snapshot Compressive Imaging via Iterative Spectral Diffusion Model.
CoRR
Zhenghao Pan, Haijin Zeng, Jiezhang Cao, Kai Zhang, Yongyong Chen
2023 J jnl
From Model-Based Optimization Algorithms to Deep Learning Models for Clustering Hyperspectral Images.
Remote. Sens.
Shaoguang Huang, Hongyan Zhang, Haijin Zeng, Aleksandra Pizurica
2023 J jnl
Generalized Nonconvex Low-Rank Tensor Representation for Hyperspectral Anomaly Detection.
IEEE Trans. Geosci. Remote. Sens.
Hao Qin, Qiangqiang Shen, Haijin Zeng, Yongyong Chen, Guangming Lu
2023 J jnl
Inheriting Bayer's Legacy-Joint Remosaicing and Denoising for Quad Bayer Image Sensor.
CoRR
Haijin Zeng, Kai Feng, Jiezhang Cao, Shaoguang Huang, Yongqiang Zhao, Hiep Luong, Jan Aelterman, Wilfried Philips
2023 J jnl
MSFA-Frequency-Aware Transformer for Hyperspectral Images Demosaicing.
CoRR
Haijin Zeng, Kai Feng, Shaoguang Huang, Jiezhang Cao, Yongyong Chen, Hongyan Zhang, Hiep Luong, Wilfried Philips
2023 J jnl
Multimodal Core Tensor Factorization and its Applications to Low-Rank Tensor Completion.
IEEE Trans. Multim.
Haijin Zeng, Jize Xue, Hiep Luong, Wilfried Philips
2023 — conf
Research based on improved AD-Census stereo matching algorithm.
BIC
Haijin Zeng, Jinxia Ren, Yao Qin
2023 J jnl
Unsupervised Spectral Demosaicing with Lightweight Spectral Attention Networks.
CoRR
Kai Feng, Yongqiang Zhao, Seong G. Kong, Haijin Zeng
2022 J jnl
Low-rank Meets Sparseness: An Integrated Spatial-Spectral Total Variation Approach to Hyperspectral Denoising.
CoRR
Haijin Zeng, Shaoguang Huang, Yongyong Chen, Hiep Luong, Wilfried Philips
2022 — conf
MIPI 2022 Challenge on Quad-Bayer Re-mosaic: Dataset and Report.
ECCV Workshops (5)
Qingyu Yang, Guang Yang, Jun Jiang, Chongyi Li, Ruicheng Feng, Shangchen Zhou, Wenxiu Sun, Qingpeng Zhu, Chen Change Loy, Jinwei Gu, Zhen Wang, Daoyu Li, Yuzhe Zhang, Lintao Peng, Xuyang Chang, Yinuo Zhang, Yaqi Wu, Xun Wu, Zhihao Fan, Chengjie Xia, Feng Zhang, Haijin Zeng, Kai Feng, Yongqiang Zhao, Hiêp Quang Luong, Jan Aelterman, Anh Minh Truong, Wilfried Philips, Xiaohong Liu, Jun Jia, Hanchi Sun, Guangtao Zhai, Longan Xiao, Qihang Xu, Ting Jiang, Qi Wu, Chengzhi Jiang, Mingyan Han, Xinpeng Li, Wenjie Lin, Youwei Li, Haoqiang Fan, Shuaicheng Liu, Rongyuan Wu, Lingchen Sun, Qiaosi Yi
2021 J jnl
Enhanced Nonconvex Low-Rank Approximation of Tensor Multi-Modes for Tensor Completion.
IEEE Trans. Computational Imaging
Haijin Zeng, Yongyong Chen, Xiaozhen Xie, Jifeng Ning
2021 J jnl
Hyperspectral Image Restoration via Global L
IEEE Trans. Geosci. Remote. Sens.
Haijin Zeng, Xiaozhen Xie, Haojie Cui, Hanping Yin, Jifeng Ning
2021 J jnl
Hyperspectral image denoising via global spatial-spectral total variation regularized nonconvex local low-rank tensor approximation.
Signal Process.
Haijin Zeng, Xiaozhen Xie, Jifeng Ning
2020 J jnl
Enhanced nonconvex low-rank representation for tensor completion.
CoRR
Haijin Zeng, Xiaozhen Xie, Jifeng Ning
2020 J jnl
Hyperspectral Image Denoising via Combined Non-Local Self-Similarity and Local Low-Rank Regularization.
IEEE Access
Haijin Zeng, Xiaozhen Xie, Wenfeng Kong, Shuang Cui, Jifeng Ning
2020 J jnl
Hyperspectral Image Denoising via Global Spatial-Spectral Total Variation Regularized Nonconvex Local Low-Rank Tensor Approximation.
CoRR
Haijin Zeng, Xiaozhen Xie, Jifeng Ning
2020 C conf
Hyperspectral Image Restoration via Global Total Variation Regularized Local Nonconvex Low-Rank Matrix Approximation.
IGARSS
Haijin Zeng, Xiaozhen Xie, Jifeng Ning
2020 J jnl
Hyperspectral Image Restoration via Global Total Variation Regularized Local nonconvex Low-Rank matrix Approximation.
CoRR
Haijin Zeng, Xiaozhen Xie, Jifeng Ning
2020 J jnl
Hyperspectral image restoration via CNN denoiser prior regularized low-rank tensor recovery.
Comput. Vis. Image Underst.
Haijin Zeng, Xiaozhen Xie, Haojie Cui, Yuan Zhao, Jifeng Ning
2020 J jnl
Multi-mode Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion.
CoRR
Haijin Zeng, Sheng Liu, Jifeng Ning
2020 J jnl
Tensor completion using enhanced multiple modes low-rank prior and total variation.
CoRR
Haijin Zeng, Xiaozhen Xie, Jifeng Ning