I am currently a Associate Research Fellow at the College of Computer Science and Technology (College of Software, College of Artificial Intelligence), Zhejiang University of Technology, Hangzhou, China. HomePage.
I received my Ph.D. degree from Zhejiang University of Technology under the supervision of Prof. Jianwei Zheng, and conducted postdoctoral research at Westlake University under the supervision of Prof. Xin Yuan.
My research focuses on remote sensing disaster perception and modeling, machine-centric scene change understanding, vision-language and multimodal information fusion, and generative simulation for data and sample synthesis.
📧 E-mail: 1149160349@qq.com Google Scholar
🔔 News
- 2026.09:: Pytorch implementation of the paper: ASF-Tune: Adaptive Spatial-Frequency Tuning for Change Detection. [Codes].
- 2025.10: Pytorch implementation of the paper: Rethinking Semantic-level Building Change Detection: Ensemble Learning and Dynamic Interaction. [Codes and datasets].
- 2025.10: Pytorch implementation of the paper: 2D-Slice and 3D-Cube Mamba Network for Snapshot Spectral Compressive Imaging. [Codes].
📄 Publications
Note: * indicates the corresponding author.
First or Corresponding Auther
- ASF-Tune: Adaptive Spatial-Frequency Tuning for Change Detection
Huijie Liang, Xiaoqin Zhang, Jianwei Zheng, QingShuai Wang, Yuchao Feng</b>
*Proceedings of the 31st ACM International Conference on Multimedia (ACMMM), 2026. (CCF A) - Rethinking Semantic-level Building Change Detection: Ensemble Learning and Dynamic Interaction
Yuchao Feng, Mengjie Qin, Yuxiang Yang, Junhua Gao, Xin Yuan*
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2025. (SCI 1 TOP) - 2D-Slice and 3D-Cube Mamba Network for Snapshot Spectral Compressive Imaging
Yuchao Feng, Mengjie Qin, Zongliang Wu, Yuxiang Yang, Junhua Gao, Xin Yuan*
IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2026. (IF 11.1, SCI 1 TOP) - 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. (CCF A) [Pdf] - Latent-space unfolding for MRI reconstruction
Jiawei Jiang, Yuchao Feng (Common First), Jiacheng Chen, Dongyan Guo, Jianwei Zheng*
Proceedings of the 31st ACM International Conference on Multimedia (ACMMM), 2023. (CCF A) [Pdf] - 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, Hot Paper(1‰), Highly cited(1%)), 2023. (SCI 1 TOP) [Pdf][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, Highly cited(1%)), 2022. (SCI 1 TOP) [Pdf][Code] - Axial-shunted Spatial-temporal Conversation for Change Detection
Yuchao Feng, Mengjie Qin, Jiawei Jiang, Jintao Lai, Jianwei Zheng*
ACM Transactions on Multimedia Computing Communications and Applications (TOMM), 2025. (CCF B) [Pdf][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. (CCF B) [Pdf][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. (CCF B) [Pdf][Code] - 3D octave and 2D vanilla mixed convolutional neural network for hyperspectral image classification with limited samples
Yuchao Feng, Jianwei Zheng*, Mengjie Qin, Cong Bai, Jinglin Zhang
Remote Sensing, 2021. [Pdf][Code]
Others
- S²TA-Fuse: Semantic-Superpixel Tokenized Attention for Spatial Spectral Fusion
J Jiang, W Li, J Pei, J Zhu, H Xu, Y Feng</b>, J Zheng
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026. (SCI 1 TOP) - Observation-guided diffusion for pan-sharpening with step-wise jacobian
J Jiang, K Zhang, H Xu, J Zhong, Y Feng</b>, J Zheng
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2026. (SCI 1 TOP) - Hyperspectral image classification using mixed convolutions and covariance pooling
Jianwei Zheng, Yuchao Feng, Cong Bai*, Jinglin Zhang
IEEE Transactions on Geoscience and Remote Sensing (TGRS, Highly cited(1%)), 2020. (SCI 1 TOP) [Pdf][Code] - Detail Matters: Mamba-Inspired Joint Unfolding Network for Snapshot Spectral Compressive Imaging
Mengjie Qin, Yuchao Feng, Zongliang Wu, Yulun Zhang, Xin Yuan*.
AAAI Conference on Artificial Intelligence (AAAI), 2025. (CCF A) [Pdf][Code] - SyFormer: Structure-Guided Synergism Transformer for Large-Portion Image Inpainting
Jie Wu, Yuchao Feng, Honghui Xu, Chuanmeng Zhu, Jianwei Zheng*.
AAAI Conference on Artificial Intelligence (AAAI), 2024. (CCF A) [Pdf][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. (CCF B) [Pdf] - 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. [Pdf] - 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. (CCF B) [Pdf] - 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. (CCF B) [Pdf] - 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. (CCF B) [Pdf][Code] - CASF-Net: Cross-attention and cross-scale fusion network for medical image segmentation
Jianwei Zheng, Hao Liu, Yuchao Feng, Jinshan Xu, Liang Zhao*
Computer Methods and Programs in Biomedicine, 2023. [Pdf][Code] - 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. [Pdf] - Tensor completion via hybrid shallow-and-deep priors
Honghui Xu, Jiawei Jiang, Yuchao Feng, Yiting Jin, Jianwei Zheng
Applied Intelligence, 2023. [Pdf] - Boosting Feature-Aware Network for Salient Object Detection
Jianwei Zheng, Yubin Gu, Yuchao Feng, Jinshan Xu, Meiyu Zhang*
31st International Conference on Artificial Neural Networks, 2022. [Pdf] - 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. [Pdf] - 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. [Pdf]
📖 Educations
- 2019.09 - 2024.06: Ph.D., Zhejiang University of Technology, Hangzhou
- 2015.09 - 2019.06: B.S., Wenzhou University, Wenzhou
🏆 Awards and Honors
- 第十一届中国光学工程学会科学技术奖-技术发明奖二等奖-机载单曝光高光谱相机 (6/6)
- National Scholarship for Ph. D. student (博士研究生国家奖学金), ZJUT, 2023, 2022
- National Scholarship for B.D. student (硕士研究生国家奖学金), ZJUT, 2020
- One of the top ten academic stars (十佳学术之星), ZJUT, 2023
🌐 Academic Activities
Reviewer
- IEEE Transactions on Image Processing
- IEEE Transactions on Geoscience and Remote Sensing
- ISPRS Journal of Photogrammetry and Remote Sensing
- IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- CVPR 2026, AAAI 2025, ACMMM 2024-2025, ICME 2023-2025