Honghui Xu (徐宏辉)

Honghui Xu (徐宏辉)

Zhejiang University of Technology

I am currently a Post-Doctoral Fellow (supervised by Prof. Jianwei Zheng and Prof. Shengyong Chen) with the College of Computer Science and Technology, [Zhejiang University of Technology], Hangzhou, China.

My research interest includes image processing, tensor learning, and fast algorithm.

📧 E-mail: xhh@zjut.edu.cn or xhh9609@gmail.com   Google Scholar

🔔 News

  • 2025.06:  One paper is accepted by ICCV.
  • 2025.05:  One paper is accepted by TGRS.
  • 2025.04:  One paper is accepted by ICMR.
  • 2025.03:  Two papers are accepted by ICME.

📄 Publications

Note: * indicates the corresponding author.

2025

  • Laboring on less labors: RPCA Paradigm for Pan-sharpening.
    Honghui Xu, Chuangjie Fang, Yibin Wang, Jie Wu, Jianwei Zheng*.
    IEEE International Conference on Computer Visio (ICCV), 2025.

  • Nonlinear Learnable Triple-Domain Transform Tensor Nuclear Norm for Hyperspectral Image Super-Resolution.
    Honghui Xu, Yueqian Quan, Mengjie Qin, Yibin Wang, Chuangjie Fang, Yan Li, Jianwei Zheng*.
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025. [Code]

  • Collaborative Cross-Complementary Unfolding Network for Pan-sharpening Remote Sensing Image.
    Honghui Xu, Yan Li, Yutao jia, Chuangjie Fang, Wanjun Chen, Jianwei Zheng*.
    ACM International Conference on Multimedia Retrieval (ICMR), 2025.

  • C3S3: Complementary Competition and Contrastive Selection for Semi-Supervised Medical Image Segmentation.
    Jiaying He, Yitong Lin, Jiahe Chen, Honghui Xu*, Jianwei Zheng*.
    IEEE International Conference on Multimedia and Expo (ICME), 2025.

  • Enhancing Object Coherence in Layout-to-Image Synthesis.
    Wangyibin, Changhai Zhou, Honghui Xu*.
    IEEE International Conference on Multimedia and Expo (ICME), 2025. [Code]

  • DreamText: High Fidelity Scene Text Synthesis.
    Yibin Wang, Weizhong Zhang, Honghui Xu, Cheng Jin.
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025. [Code]

2024

  • Cascade-Transform-based Tensor Nuclear Norm for Hyperspectral Image Super-Resolution
    Honghui Xu, Chuangjie Fang, Yilin Ge, Yubin Gu, Jianwei Zheng*
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024. [Code]
  • Robust Principal Component Analysis via High-Order Self-Learning Transform Tensor Nuclear Norm
    Honghui Xu, Yueqian Quan, Chuangjie Fang, Jianwei Zheng*
    IEEE International Conference on Multimedia and Expo (ICME), 2024.
  • Dual-Enhanced High-Order Self-Learning Tensor Singular Value Decomposition for Robust Principal Component Analysis
    Honghui Xu, Chuangjie Fang, Renfang Wang, Shengyong Chen, Jianwei Zheng*
    IEEE Transactions on Artificial Intelligence (TAI), 2024.
  • ORSI Salient Object Detection via Progressive Semantic Flow and Uncertainty-aware Refinement
    Yueqian Quan, Honghui Xu (co-first author), Renfang Wang, Qiu Guan, Jianwei Zheng*
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2024. [Code]
  • HMNet: Hierarchical Microscale-Aware Network for Infrared Small Target Detection
    Yueqian Quan, Honghui Xu (co-first author), Yidong Yan, Hang Zheng, Jianwei Zheng*
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024.
  • SyFormer: Structure-Guided Synergism Transformer for Large-Portion Image Inpainting
    Jie Wu, Yuchao Feng, Honghui Xu, Chuanmeng Zhu, Jianwei Zheng*
    The Thirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024. [Code]
  • Multi-dimensional visual data completion via weighted hybrid graph-Laplacian
    Jiawei Jiang, Yile Xu, Honghui Xu, Guojiang Shen, Jianwei Zheng*
    Signal Processing, 2024. [Code]

    2023

  • Nonlocal B-spline representation of tensor decomposition for hyperspectral image inpainting
    Honghui Xu, Mengjie Qin, Yidong Yan, Meiyu Zhang, Jianwei Zheng
    Signal Processing, 2023.
  • Tensor completion via hybrid shallow-and-deep priors
    Honghui Xu, Jiawei Jiang, Yuchao Feng, Yiting Jin, Jianwei Zheng
    Applied Intelligence, 2023. [Code]
  • A Lightweight Collective-attention Network for Change Detection
    Yuchao Feng, Yanyan Shao, Honghui Xu, Jinshan Xu, Jianwei Zheng*
    Proceedings of the 31st ACM International Conference on Multimedia (ACMMM), 2023.
  • Orsi salient object detection via bidimensional attention and full-stage semantic guidance
    Yubin Gu, Honghui Xu, Yueqian Quan, Wanjun Chen, Jianwei Zheng*
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. [Code]
  • Image inpainting via Smooth Tucker decomposition and Low-rank Hankel constraint
    Jing Cai, Jiawei Jiang, Yibing Wang, Jianwei Zheng, Honghui Xu*
    International Journal of Computers and Applications, 2023.
  • Change Detection on Remote Sensing Images using Dual-branch Multi-level Inter-temporal Network
    Yuchao Feng, Jiawei Jiang, Honghui Xu, Jianwei Zheng*
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2023. [Code]
  • Compact Intertemporal Coupling Network for Remote Sensing Change Detection
    Yuchao Feng, Honghui Xu, Jiawei Jiang, Jianwei Zheng*
    IEEE International Conference on Multimedia and Expo (ICME), 2023. [Code]
  • Building change detection using cross-temporal feature interaction network
    Yuchao Feng, Jiawei Jiang, Honghui Xu, Jianwei Zheng*
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023. [Code]
  • CA-GAN: Object Placement via Coalescing Attention based Generative Adversarial Network
    Yibin Wang, Yuchao Feng, Jie Wu, Honghui Xu, Jianwei Zheng*
    IEEE International Conference on Multimedia and Expo, (ICME), 2023. [Code]
  • Contrastive Attention-guided Multi-level Feature Registration for Reference-based Super-resolution
    Jianwei Zheng, Yu Liu, Yuchao Feng, Honghui Xu, Meiyu Zhang*
    ACM Transactions on Multimedia Computing, Communications and Applications, 2023.
  • Low-Dose CT Reconstruction Via Optimization-Inspired GAN
    Jiawei Jiang, Yuchao Feng, Honghui Xu, Jianwei Zheng*
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.
  • GA-HQS: MRI reconstruction via a generically accelerated unfolding approach
    Jiawei Jiang, Jiacheng Chen, Honghui Xu, Yuchao Feng, Jianwei Zheng*
    IEEE International Conference on Multimedia and Expo (ICME), 2023.
  • Hyperspectral Image Superresolution via Subspace-Based Deep Prior Regularization
    Jianwei Zheng, Pengfei Li, Honghui Xu, Jiawei Jiang, Yuchao Feng, Zhi Liu*
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2023.

2022

  • Fast tensor nuclear norm for structured low-rank visual inpainting
    Honghui Xu, Jianwei Zheng*, Xiaomin Yao, Yuchao Feng, Shengyong Chen
    IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2022. [Code]
  • ICIF-Net: Intra-scale Cross-interaction and Inter-scale Feature Fusion Network For Bi-temporal Remote Sensing Images Change Detection
    Yuchao Feng, Honghui Xu, Jiawei Jiang, Hao Liu, Jianwei Zheng*
    IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2022. [Code]
  • Hyperspectral and multispectral data fusion via joint local-nonlocal modeling and truncation operator
    Jiawei Jiang, Yuchao Feng, Honghui Xu, Guojiang Shen, Jianwei Zheng*
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022. [Code]

2021

  • Hyperspectral-multispectral image fusion via tensor ring and subspace decompositions
    Honghui Xu, Mengjie Qin, Shengyong Chen, Yuhui Zheng, Jianwei Zheng*
    IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTAR), 2021.
  • Tensor completion using patch-wise high order Hankelization and randomized tensor ring initialization
    Jianwei Zheng, Mengjie Qin, Honghui Xu, Yuchao Feng, Peijun Chen*, Shengyong Chen
    Engineering Applications of Artificial Intelligence, 2021.

📖 Educations

  • 2018.09 - 2023.06:   Ph.D., Zhejiang University of Technology, Hangzhou
  • 2014.09 - 2018.06:   B.S., Zhejiang University of Technology, Hangzhou

🏆 Awards and Honors

  • National Scholarship for Ph. D. student (博士研究生国家奖学金), ZJUT, 2021
  • Excellent Graduate in Zhejiang (浙江省优秀毕业生), ZJUT, 2023
  • First-Class Academic Scholarship (学业一等奖学金), ZJUT, 2020-2022

🌐 Academic Activities

Reviewer

  • IEEE Transactions on Image Processing (IEEE TIP)
  • IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT)
  • Applied Mathematical Modeling
  • IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
  • Journal of Big Data
  • ACMMM 2023
  • ICME 2023,2024
  • ICASSP 2023,2024
  • ICRA 2023