| 2026 | AAAI | Self-Supervised One-Step Diffusion Refinement for Snapshot Compressive Imaging. | Shaoguang Huang, Yunzhen Wang, Haijin Zeng, Hongyu Chen, Hongyan Zhang |
| 2025 | ICASSP | Heterogeneous Data-based Cross-domain Few-shot Classification Method of Hyperspectral Image. | Kun Zhao, Shaoguang Huang, Hongyu Chen, Hongyan Zhang |
| 2024 | CVPR | Learning without Exact Guidance: Updating Large-Scale High-Resolution Land Cover Maps from Low-Resolution Historical Labels. | Zhuohong Li, Wei He, Jiepan Li, Fangxiao Lu, Hongyan Zhang |
| 2024 | CVPR | Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework. | Zhuohong Li, Fangxiao Lu, Jiaqi Zou, Lei Hu, Hongyan Zhang |
| 2024 | IGARSS | A Locally Enhanced Transformer Network for Hyperspectral Image Classification. | Wei Xiao, Shaoguang Huang, Mbulisi Sibanda, Elhadi Adam, Hongyan Zhang |
| 2024 | IGARSS | Overcoming the Uncertainty Challenges in Flood Rapid Mapping with SAR Data. | He Huang, Jiepan Li, Wei He, Hongyan Zhang, Liangpei Zhang |
| 2024 | IGARSS | Cross Modal Few Shot Learning for Tree Species Classification Using Airborne Hyperspectral Images. | Lei Hu, Wei He, Hongyan Zhang |
| 2024 | IGARSS | Overcoming the Uncertainty Challenges in Flood Rapid Mapping with Multi-Source Optical Data. | Jiepan Li, He Huang, Wei He, Hongyan Zhang, Liangpei Zhang |
| 2024 | IGARSS | Identifying Every Building's Function in Large-Scale Urban areas with Multi-Modality Remote-Sensing Data. | Zhuohong Li, Wei He, Jiepan Li, Hongyan Zhang |
| 2024 | IGARSS | Detector-Free Multimodal Image Matching. | Yuyan Liu, Wei He, Hongyan Zhang, Mbulisi Sibanda, Elhadi Adam |
| 2023 | IGARSS | A New Cloud Feature Difference Loss For Enhancing The Detection Of Clouds In Remote Sensing Images. | Xinyi Xu, Wei He, Yu Xia, Hongyan Zhang |
| 2022 | ECCV | Spectrum-Aware and Transferable Architecture Search for Hyperspectral Image Restoration. | Wei He, Quanming Yao, Naoto Yokoya, Tatsumi Uezato, Hongyan Zhang, Liangpei Zhang |
| 2022 | IGARSS | Autoencoder in Autoencoder Network Based on Low-Rank Embedding for Anomaly Detection in Hyperspectral Images. | Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Ewe Hong Tat |
| 2022 | IGARSS | MSBRNet: Multi-Scale Background Reconstruction Network with Low-Rank Embedding for Anomaly Detection in Hyperspectral Images. | Weinan Cao, Hongyan Zhang, Wei He, Hongyu Chen, Ewe Hong Tat |
| 2022 | IGARSS | Multi-Stage Pseudo-Label Iteration Framework for Semi-Supervised Land-Cover Mapping. | Zhuohong Li, Jiaqi Zou, Fangxiao Lu, Hongyan Zhang |
| 2022 | KSEM | Multi-attention User Information Based Graph Convolutional Networks for Explainable Recommendation. | Ruixin Ma, Guangyue Lv, Liang Zhao, Yunlong Ma, Hongyan Zhang, Xiaobin Liu |
| 2021 | CVPR | Phenology Alignment Network: A Novel Framework for Cross-Regional Time Series Crop Classification. | Ziqiao Wang, Hongyan Zhang, Wei He, Liangpei Zhang |
| 2021 | IGARSS | A Multi-Model Fusion of Convolution Neural Network and Random Forest for Detecting Settlements Without Electricity. | Yu Xia, Qi Huang, Hongyan Zhang |
| 2021 | IGARSS | A New Comprehensive Drought Index Based on Response Adjustment for Vegetation Types. | Guoying Yin, Hongyan Zhang, Liangpei Zhang |
| 2021 | IGARSS | Change Cross-Detection Based on Label Improvements and Multi-Model Fusion for Multi-Temporal Remote Sensing Images. | Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Guangyi Yang, Liangpei Zhang |
| 2020 | ICIP | Sketched Sparse Subspace Clustering For Large-Scale Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2020 | IGARSS | Remote Sensing Image Spatio-Temporal Fusion via a Generative Adversarial Network Through One Prior Image Pair. | Yiyao Song, Hongyan Zhang, Liangpei Zhang |
| 2020 | IGARSS | Land Cover Mapping Based On Multi-Branch Fusion Of Object-Based And Pixel-Based Segmentation With Filtered Labels. | Yu Xia, Yue Liao, Hongyan Zhang, Guangyi Yang |
| 2020 | IGARSS | Learning Discriminative Global and Local Features for Building Extraction from Aerial Images. | Yue Liao, Hongyan Zhang, Guangyi Yang, Liangpei Zhang |
| 2020 | ISNCC | Secure Hybrid Analog and Digital Precoding for Massive MIMO Systems. | Shan Luan, Yan Zhang, Hongyan Zhang, Yanping Xiao, Yue Xiao, Bin Fu |
| 2020 | ISNCC | Artificial Noise-aided Spatial and Directional Modulation Systems for Secure Transmission. | Hongyan Zhang, Yue Xiao, Bin Fu, Xiaotian Zhou |
| 2019 | IGARSS | Cloud Removal of Optical Remote Sensing Imagery with Multitemporal Sar-Optical Data Using X-Mtgan. | Yu Xia, Hongyan Zhang, Liangpei Zhang, Zhiyu Fan |
| 2019 | IGARSS | Garlic Mapping for Sentinel-2 Time-Series Data Using a Random Forest Classifier. | Zhaoyang Chai, Hongyan Zhang, Xiong Xu, Liangpei Zhang |
| 2019 | IGARSS | Multi-Level Fusion of the Multi-Receptive Fields Contextual Networks and Disparity Network for Pairwise Semantic Stereo. | Hongyu Chen, Manhui Lin, Hongyan Zhang, Guangyi Yang, Gui-Song Xia, Xianwei Zheng, Liangpei Zhang |
| 2019 | IGARSS | Landmark-Based Large-Scale Sparse Subspace Clustering Method for Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2018 | ICIP | Joint Sparsity Based Sparse Subspace Clustering for Hyperspectral Images. | Shaoguang Huang, Hongyan Zhang, Aleksandra Pizurica |
| 2018 | IGARSS | Superpixel Based Dimension Reduction for Hyperspectral Imagery. | Huilin Xu, Hongyan Zhang, Wei He, Liangpei Zhang |
| 2018 | IGARSS | A Remote Sensing Spatiotemporal Fusion Model of Landsat and Modis Data via Deep Learning. | Peiyu Dai, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen |
| 2017 | ICIP | Robust joint sparsity model for hyperspectral image classification. | Shaoguang Huang, Hongyan Zhang, Wenzhi Liao, Aleksandra Pizurica |
| 2017 | IGARSS | Total variation regularized collaborative representation clustering with a locally adaptive dictionary for hyperspectral remote sensing imagery. | Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li |
| 2016 | DAC | Resource budgeting for reliability in reconfigurable architectures. | Hongyan Zhang, Lars Bauer, Jrg Henkel |
| 2016 | IGARSS | Squaring weighted low-rank subspace clustering for hyperspectral image band selection. | Han Zhai, Hongyan Zhang, Liangpei Zhang, Pingxiang Li |
| 2016 | IGARSS | Robust superresolution of multiangle-multispectral remote sensing images based on rank minimization. | Hang Chen, Hongyan Zhang, Liangpei Zhang |
| 2016 | IGARSS | Hyperspectral unmixing using total variation regularized reweighted sparse non-negative matrix factorization. | Wei He, Hongyan Zhang, Liangpei Zhang |
| 2016 | IGARSS | Classification of cloudy hyperspectral image and LiDAR data based on feature fusion and decision fusion. | Renbo Luo, Wenzhi Liao, Hongyan Zhang, Youguo Pi, Wilfried Philips |
| 2015 | ICCAD | STRAP: Stress-Aware Placement for Aging Mitigation in Runtime Reconfigurable Architectures. | Hongyan Zhang, Michael A. Kochte, Eric Schneider, Lars Bauer, Hans-Joachim Wunderlich, Jrg Henkel |
| 2015 | IGARSS | Efficient superpixel-oriented multi-task joint sparse representation classification for hyperspectral imagery. | Jiayi Li, Hongyan Zhang, Liangpei Zhang |
| 2014 | DAC | Multi-Layer Dependability: From Microarchitecture to Application Level. | Jrg Henkel, Lars Bauer, Hongyan Zhang, Semeen Rehman, Muhammad Shafique |
| 2014 | DAC | GUARD: GUAranteed Reliability in Dynamically Reconfigurable Systems. | Hongyan Zhang, Michael A. Kochte, Michael E. Imhof, Lars Bauer, Hans-Joachim Wunderlich, Jrg Henkel |
| 2014 | IGARSS | A noise-adjusted iterative randomized singular value decomposition method for hyperspectral image denoising. | Wei He, Hongyan Zhang, Liangpei Zhang, Huanfeng Shen |
| 2014 | IGARSS | Background joint sparse representation for hyperspectral image subpixel anomaly detection. | Jiayi Li, Hongyan Zhang, Liangpei Zhang |
| 2013 | IGARSS | A nonlinear regression classification algorithm with small sample set for hyperspectral image. | Jiayi Li, Hongyan Zhang, Liangpei Zhang |
| 2013 | ITC | Module diversification: Fault tolerance and aging mitigation for runtime reconfigurable architectures. | Hongyan Zhang, Lars Bauer, Michael A. Kochte, Eric Schneider, Claus Braun, Michael E. Imhof, Hans-Joachim Wunderlich, Jrg Henkel |
| 2013 | PIMRC | Traffic-based adaptive resource management for eICIC and CRE in heterogeneous networks. | Hongyan Zhang, Yuan Li, Yue Li |
| 2012 | IOLTS | Transparent structural online test for reconfigurable systems. | Mohamed Abdelfattah, Lars Bauer, Claus Braun, Michael E. Imhof, Michael A. Kochte, Hongyan Zhang, Jrg Henkel, Hans-Joachim Wunderlich |
| 2011 | CSCWD | Spiking DNA neural trees with applications to conceptual design. | Xiyu Liu, Hongyan Zhang |
| 2011 | ICNC | Intelligent integrated optimal design of movement parameters for vibrating screen. | Daohua Liu, Jianhou Song, Hongyan Zhang |
| 2011 | ICONIP | Research of EEG from Patients with Temporal Lobe Epilepsy on Causal Analysis of Directional Transfer Functions. | Zhi-Jun Qiu, Hongyan Zhang, Xin Tian |
| 2011 | IGARSS | Remote sensing of Land Surface dynamics along the Appalachian Trail. | Yeqiao Wang, Jianjun Zhao, Hongyan Zhang |
| 2011 | IGARSS | Automated batch processing of mass remote sensing and geospatial data to meet the needs of end users. | Jianjun Zhao, Yeqiao Wang, Hongyan Zhang |
| 2010 | ICMLC | Neural network optimization based on improved diploidic genetic algorithm. | Ke-Yong Shao, Fei Li, Bei-Yan Jiang, Na Wang, Hongyan Zhang, Wen-Cheng Li |
| 2009 | ICIG | A MAP Approach for Joint Image Registration, Blur Identification and Super Resolution. | Hongyan Zhang, Liangpei Zhang, Huanfeng Shen, Pingxiang Li |
| 2005 | CW | Fast Algorithm for Mining Item Profit in Retails Based on Microeconomic View. | Xiujuan Xu, Lifeng Jia, Zhe Wang, Chunguang Zhou, Hongyan Zhang, Shuang Liang |
| 2005 | IGARSS | Monitoring wetland change of Xianghai nature reserve using Landsat TM data. | Hongyan Zhang, Xuejun Lu, Qinmin Wang, Huiguo Li |
| 2001 | CIKM | An Optimal Construction of Invalidation Reports for Mobile Databases. | Wen-Chi Hou, Meng Su, Hongyan Zhang, Hong Wang |