| 2026 | AAAI | MUSE: Multi-Scale Dense Self-Distillation for Nucleus Detection and Classification. | Zijiang Yang, Hanqing Chao, Bokai Zhao, Yelin Yang, Yunshuo Zhang, Dongmei Fu, Junping Zhang, Le Lu, Ke Yan, Dakai Jin, Minfeng Xu, Yun Bian, Hui Jiang |
| 2026 | AAAI | UniAPO: Unified Multimodal Automated Prompt Optimization. | Qipeng Zhu, Yanzhe Chen, Huasong Zhong, Jie Chen, Yan Li, Zhixin Zhang, Junping Zhang, Zhenheng Yang |
| 2025 | ICASSP | DepMamba: Progressive Fusion Mamba for Multimodal Depression Detection. | Jiaxin Ye, Junping Zhang, Hongming Shan |
| 2025 | ICML | PROTOCOL: Partial Optimal Transport-enhanced Contrastive Learning for Imbalanced Multi-view Clustering. | Xuqian Xue, Yiming Lei, Qi Cai, Hongming Shan, Junping Zhang |
| 2025 | ICRA | A2DO: Adaptive Anti-Degradation Odometry with Deep Multi-Sensor Fusion for Autonomous Navigation. | Hui Lai, Qi Chen, Junping Zhang, Jian Pu |
| 2024 | CVPR | Point, Segment and Count: A Generalized Framework for Object Counting. | Zhizhong Huang, Mingliang Dai, Yi Zhang, Junping Zhang, Hongming Shan |
| 2024 | ICASSP | Semantic Latent Decomposition with Normalizing Flows for Face Editing. | Binglei Li, Zhizhong Huang, Hongming Shan, Junping Zhang |
| 2024 | IGARSS | A Codec Road Detection Network with Edge Extraction and Multi-Resolution Information Supplement. | Yunxiao Qi, Junping Zhang, Dongyang Liu, Wanwan Yu |
| 2024 | IGARSS | Joint Classification Of Hyperspectral And LiDAR Data Based On Heterogeneous Attention Feature Fusion Network. | Zhaoyang Wang, Qingyan Wang, Junping Zhang, Xintao Liang |
| 2024 | IGARSS | Hyperspectral Image Classification Method Based On Node Similarity Feature Fusion. | Jiameng Wang, Qingyan Wang, Junping Zhang, Yujing Wang |
| 2024 | IGARSS | Casdenet: Cascade Automatic Road Detection Network Based on Dynamic Snake Convolution and Edge Branch. | Wanwan Yu, Baorong Xie, Dongyang Liu, Caiting Fang, Junping Zhang |
| 2024 | IGARSS | An Object-Level Change Detection Method based on Lightweight Object Detector and Metric Matrix. | Dongyang Liu, Baorong Xie, Yunxiao Qi, Wenbo Shao, Junping Zhang |
| 2024 | IGARSS | Hyperspectral Image Change Detection Based on Simam Multi-Scale Joint Features. | Xinling Li, Qingyan Wang, Junping Zhang, Yujing Wang |
| 2024 | IGARSS | An Improved Algorithm with Superpoint+Superglue Network for UAV Remote Sensing Image Registration. | Boya Li, Junping Zhang, Bo Liu, Yechen Xiang, Ye Zhang |
| 2024 | IGARSS | Cross-Domain Few-Shot Learning With Spectral-Spatial Split-Attention For Hyperspectral Image Classification. | Peng Luo, Qingyan Wang, Junping Zhang, Shouqiang Kang |
| 2024 | VLDB | InterpretStack: Interpretable Exploration and Interactive Visualization Construction of Stacking Algorithm. | Yu Wang, Jing Lu, Le Liu, Junping Zhang, Siming Chen |
| 2023 | CVPR | From Node Interaction to Hop Interaction: New Effective and Scalable Graph Learning Paradigm. | Jie Chen, Zilong Li, Yin Zhu, Junping Zhang, Jian Pu |
| 2023 | CVPR | Twin Contrastive Learning with Noisy Labels. | Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2023 | ICASSP | Mutual Information Based Reweighting for Precipitation Nowcasting. | Yuan Cao, Danchen Zhang, Xin Zheng, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Cross-Head Supervision for Crowd Counting with Noisy Annotations. | Mingliang Dai, Zhizhong Huang, Jiaqi Gao, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Motion Matters: A Novel Motion Modeling for Cross-View Gait Feature Learning. | Jingqi Li, Jiaqi Gao, Yuzhen Zhang, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | Gaitcotr: Improved Spatial-Temporal Representation for Gait Recognition with a Hybrid Convolution-Transformer Framework. | Jingqi Li, Yuzhen Zhang, Hongming Shan, Junping Zhang |
| 2023 | ICASSP | DO-FAM: Disentangled Non-Linear Latent Navigation For Facial Attribute Manipulation. | Yifan Yuan, Siteng Ma, Hongming Shan, Junping Zhang |
| 2023 | ICCV | Online Prototype Learning for Online Continual Learning. | Yujie Wei, Jiaxin Ye, Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2023 | ICCV | Adaptive Nonlinear Latent Transformation for Conditional Face Editing. | Zhizhong Huang, Siteng Ma, Junping Zhang, Hongming Shan |
| 2023 | ICCV | Learning to Distill Global Representation for Sparse-View CT. | Zilong Li, Chenglong Ma, Jie Chen, Junping Zhang, Hongming Shan |
| 2023 | ICNC | Multi-Stage Marine Ship Recognition Based on Stackable Residual Network. | Wanwan Yu, Junping Zhang, Linlin Wang, Yunqiao Xi, Hongfeng Xu, Linxiu Chen, Mingrui Hao |
| 2023 | IGARSS | Parallel Graph Attention Network Model Based on Pixel and Superpixel Feature Fusion for Hyperspectral Image Classification. | Lisong Ma, Qingyan Wang, Junping Zhang, Yujing Wang |
| 2023 | IGARSS | Deep Domain Adaptation with Second-Order Moment Alignment for Hyperspectral Image Classification. | Yunxiao Qi, Junping Zhang, Qingyu Yan, Dongyang Liu |
| 2023 | IGARSS | Hyperspectral Anomaly Detection Based on Background Purification via Deep Autoencoding Gaussian Mixture Model. | Zhiyue Wang, Junping Zhang, Ye Zhang, Xinyu Zhou |
| 2023 | IGARSS | Nanetformer: Nested Attention Network With Auxiliary Transformer Enhancement for Infrared Small Target Detection. | Yunqiao Xi, Junping Zhang, Kun Liu |
| 2023 | IGARSS | Multiclass Classification of Remote Sensing Images Using Deep Learning Techniques. | Tahir Arshad, Junping Zhang, Qingyan Wang |
| 2023 | MICCAI | CLIP-Lung: Textual Knowledge-Guided Lung Nodule Malignancy Prediction. | Yiming Lei, Zilong Li, Yan Shen, Junping Zhang, Hongming Shan |
| 2023 | MICCAI | FreeSeed: Frequency-Band-Aware and Self-guided Network for Sparse-View CT Reconstruction. | Chenglong Ma, Zilong Li, Junping Zhang, Yi Zhang, Hongming Shan |
| 2022 | GLOBECOM | Iterative SIC-Based Multiuser Detection for Uplink Heterogeneous NOMA System. | Hongze Zhang, Kai Niu, Jin Xu, Jincheng Dai, Junping Zhang |
| 2022 | ICASSP | VR-FAM: Variance-Reduced Encoder with Nonlinear Transformation for Facial Attribute Manipulation. | Yifan Yuan, Siteng Ma, Junping Zhang |
| 2022 | IGARSS | Remote Sensing Image Change Detection Based on Deep Siamese Neural Network with Convolutional Lstm and Channel Attention. | Linlin Wang, Junping Zhang, Qingle Guo, Jian Liu |
| 2022 | IGARSS | Hyperspectral Mixed Noise Reduction Using Two-Stage Cascade Refined Network. | Yinhu Wu, Junping Zhang, Dongyang Liu |
| 2022 | IJCNN | Tensor Neural Controlled Differential Equations. | Mingyuan Bai, Jie Chen, Qibin Zhao, Chao Li, Junping Zhang, Junbin Gao |
| 2022 | IGARSS | Pattern Analysis of Deformable Convolution on Retinanet with Semantic Filter Mechanism for Object Detection. | Shengyu Zhu, Junping Zhang, Qingle Guo, Chongxiao Zhong |
| 2022 | IGARSS | An Improved APAP Algorithm via Line Segment Correction for UAV Multispectral Image Stitching. | Bo Liu, Junping Zhang, Zhe Li |
| 2021 | CVPR | When Age-Invariant Face Recognition Meets Face Age Synthesis: A Multi-Task Learning Framework. | Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2021 | ICASSP | Selfgait: A Spatiotemporal Representation Learning Method for Self-Supervised Gait Recognition. | Yiqun Liu, Yi Zeng, Jian Pu, Hongming Shan, Peiyang He, Junping Zhang |
| 2021 | ICASSP | Routinggan: Routing Age Progression and Regression with Disentangled Learning. | Zhizhong Huang, Junping Zhang, Hongming Shan |
| 2021 | ICASSP | Meta Ordinal Weighting Net For Improving Lung Nodule Classification. | Yiming Lei, Hongming Shan, Junping Zhang |
| 2021 | ICLR | Private Image Reconstruction from System Side Channels Using Generative Models. | Yuanyuan Yuan, Shuai Wang, Junping Zhang |
| 2021 | IGARSS | Hyperspectral Image Classification Based on Class Confusion Merging and Soft Band Selection. | Xinyuan Miao, Ye Zhang, Junping Zhang, Xuejian Liang |
| 2021 | IJCAI | AgeFlow: Conditional Age Progression and Regression with Normalizing Flows. | Zhizhong Huang, Shouzhen Chen, Junping Zhang, Hongming Shan |
| 2021 | IJCAI | Self-boosting for Feature Distillation. | Yulong Pei, Yanyun Qu, Junping Zhang |
| 2021 | IGARSS | Water Retrieval Embedded Deep Network for Hyperspectral Image Refined Classification. | Xuejian Liang, Ye Zhang, Junping Zhang, Xinyuan Miao, Xinyu Zhou |
| 2021 | IGARSS | Stereo Matching Algorithm for High-Resolution Remote Sensing Images Based on Sparse Coding and Dictionary Learning. | Dongyang Liu, Junping Zhang, Youliang Guo |
| 2020 | GLOBECOM | A Mixed Orthogonal Frequency Division Multiplexing (X-OFDM) Waveform for Optical Wireless Communication. | Xu Li, Jingjing Huang, Yibo Lyu, Jiajin Luo, Junping Zhang |
| 2020 | ICASSP | Look Globally, Age Locally: Face Aging With an Attention Mechanism. | Haiping Zhu, Zhizhong Huang, Hongming Shan, Junping Zhang |
| 2020 | IGARSS | Spectral-Spatial Classification of Hyperspectral Image Using PCA and Gabor Filtering. | Qingyu Yan, Junping Zhang, Jia Feng |
| 2020 | IGARSS | Unsupervised Feature Extraction in Hyperspectral Image Based on Improved Neighborhood Preserving Embedding. | Jia Feng, Junping Zhang |
| 2020 | IGARSS | Spectral-Spatial Joint Target Detection of Hyperspectral Image Based on Transfer Learning. | Zhenyuan Feng, Junping Zhang, Jia Feng |
| 2019 | AAAI | GaitSet: Regarding Gait as a Set for Cross-View Gait Recognition. | Hanqing Chao, Yiwei He, Junping Zhang, Jianfeng Feng |
| 2019 | IGARSS | Fusion of Hyperspectral and Lidar Data Based On Dual-Branch Convolutional Neural Network. | Jinzhe Wang, Junping Zhang, Qingle Guo, Tong Li |
| 2019 | IGARSS | Multiscale Spectral-Spatial Unified Networks For Hyperspectral Image Classification. | Sifan Wu, Junping Zhang, Chongxiao Zhong |
| 2019 | IGARSS | Background Guided Target Detection for Hyperspectral Image. | Chongxiao Zhong, Junping Zhang |
| 2018 | IGARSS | Water Quality Analysis of Remote Sensing Images Based on Inversion Model. | Jinzhe Wang, Junping Zhang, Tong Li, Xiao Wang |
| 2018 | IGARSS | Multiscale Spectral-Spatial Hyperspectral Image Classification with Adaptive Filtering. | Sifan Wu, Junping Zhang, Chunyu Shi, Weike Li |
| 2017 | IGARSS | Hyperspectral target detection based on kernel sparse and spatial constraint. | Qiupeng Sun, Junping Zhang, Xiaochen Lu, Tianming Jin |
| 2017 | IGARSS | Change detection for high-resolution remote sensing imagery based on multi-scale segmentation and fusion. | Qingle Guo, Junping Zhang, Tong Li, Xiaochen Lu |
| 2017 | IGARSS | An improved non-subsampled contourlet transform-based hybrid pan-sharpening algorithm. | Xiaochen Lu, Junping Zhang, Ye Zhang |
| 2016 | ECAI | Randomized Distribution Feature for Image Classification. | Hongming Shan, Junping Zhang |
| 2016 | ICONIP | Group Information-Based Dimensionality Reduction via Canonical Correlation Analysis. | Haiping Zhu, Hongming Shan, Youngjoo Lee, Yiwei He, Qi Zhou, Junping Zhang |
| 2016 | IGARSS | Object detection of polarized hyperspectal images based on fourth-order tensor matched filtering. | Jian Tan, Junping Zhang, Xiaochen Lu |
| 2016 | IGARSS | Road extraction and intersection detection based on tensor voting. | Yingying Zhang, Junping Zhang, Tong Li, Ke Sun |
| 2016 | SIGCOMM | Application Driven Network: providing On-Demand Services for Applications. | Yi Wang, Dong Lin, Changtai Li, Junping Zhang, Peng Liu, Chengchen Hu, Gong Zhang |
| 2015 | IGARSS | A bag-of-visual words approach based on optimal segmentation scale for high resolution remote sensing image classification. | Junping Zhang, Zhen Cheng, Tong Li |
| 2015 | IGARSS | An unsupervised automatic change detection approach based on visual attention mechanism. | Donghua Liu, Junping Zhang, Xiaochen Lu |
| 2015 | IGARSS | Resolution enhancement of hyperspectral images using distortion optimization. | Tong Li, Junping Zhang, Xi Chen |
| 2014 | ICIP | Classification of hyperspectral image based on deep belief networks. | Tong Li, Junping Zhang, Ye Zhang |
| 2014 | IGARSS | The registration of high-resolution remote sensing image using multi-feature and multi-stage strategy. | Jiang Liu, Ye Zhang, Junping Zhang |
| 2014 | IGARSS | Panchromatic and multispectral images fusion based on modified GS-SWT. | Xiaochen Lu, Junping Zhang |
| 2013 | ICIP | A level set method for very high resolution airborne sar image segmentation. | Siliang Sun, Junping Zhang, Bin Zou, Xiangqian Wu |
| 2013 | ICML | Canonical Correlation Analysis based on Hilbert-Schmidt Independence Criterion and Centered Kernel Target Alignment. | Billy Chang, Uwe Krger, Rafal Kustra, Junping Zhang |
| 2013 | IGARSS | A poi-preserving-based compression method for hyperspectral image. | Cuiping Shi, Junping Zhang, Ye Zhang, Hao Chen |
| 2013 | IGARSS | Classification-oriented hyperspectral and PolSAR images synergic processing. | Tong Li, Junping Zhang, Honglei Zhao, Cuiping Shi |
| 2013 | PAKDD | Measuring Reproducibility of High-Throughput Deep-Sequencing Experiments Based on Self-adaptive Mixture Copula. | Qian Zhang, Junping Zhang, Chenghai Xue |
| 2012 | ICIP | Improving spatial resolution for CHANG'E-1 imagery using ARSIS concept and Pulse Coupled Neural Networks. | Bin Zou, Meicun Wang, Junping Zhang, Lamei Zhang, Ye Zhang |
| 2012 | ICPR | Multiple HOG templates for gait recognition. | Yushu Liu, Junping Zhang, Chen Wang, Liang Wang |
| 2012 | IGARSS | Parallel implementation for SAM algorithm based on GPU and distributed computing. | Haicheng Qu, Junping Zhang, Yushi Chen, Hao Chen, Zhouhan Lin |
| 2012 | IGARSS | Water quality model parameters inversion based on improved stochastic optimization. | Junping Zhang, Wenjing Ma, Jiaguo Qi |
| 2012 | IGARSS | A new hierarchical classifier for hyperspctral data with similar spectrum. | Junping Zhang, Xuewen Zhang, Ye Zhang |
| 2012 | IGARSS | Spectral-spatial classification of hyperspectral image based on semi-supervised and level set methods. | Shuang Zhou, Xuewen Zhang, Junping Zhang, Hao Chen |
| 2011 | IGARSS | An improved spectral reflectance and derivative feature fusion for hyperspectral image classification. | Qingyan Wang, Junping Zhang, Jiawei Chen, Ye Zhang |
| 2011 | IGARSS | Multi-scale segmentation in change detection for urban high resolution images. | Junping Zhang, Chunfang Mu, Hao Chen, Ye Zhang |
| 2011 | IGARSS | Resolution enhancement for hyperspectral data of China's first lunar orbiter Chang'e-I. | Junping Zhang, Xiao Zhang, Bin Zou, Wenyan Tang |
| 2010 | ECCV | Chrono-Gait Image: A Novel Temporal Template for Gait Recognition. | Chen Wang, Junping Zhang, Jian Pu, Xiaoru Yuan, Liang Wang |
| 2010 | IGARSS | Automatic registration of sar and optical image based on multi-features and multi-constraints. | Zhenhua Wang, Junping Zhang, Ye Zhang, Bin Zou |
| 2010 | IGARSS | Hyperspectral image segmentation method based on spatial-spectral constrained region active contour. | Junping Zhang, Jiawei Chen, Ye Zhang, Bin Zou |
| 2009 | ACCV | Interactive Super-Resolution through Neighbor Embedding. | Jian Pu, Junping Zhang, Peihong Guo, Xiaoru Yuan |
| 2009 | ICIAP | Hallucinating Faces: Global Linear Modal Based Super-Resolution and Position Based Residue Compensation. | Xiang Ma, Junping Zhang, Chun Qi |
| 2009 | ICNC | Registration of Remote Sensing Images Based on the Relevance Vector Machine. | Xiaofei Wang, Junping Zhang, Ye Zhang |
| 2009 | ICNC | Road Extraction from Multi-source Remote Sensing Images Based on 2nd Generation Curvelet Fusion. | Ye Zhang, Yijia Liu, Junping Zhang |
| 2009 | ICNC | Target Detection Approach for Hyperspectral Imagery Based on Independent Component Analysis and Local Singularity. | Junping Zhang, Fengyang Zhu |
| 2008 | IGARSS | Hyperspectral Image Compression Based on the Protection of Information of Interest. | Junping Zhang, Weiming Peng, Yushi Chen, Ye Zhang |
| 2008 | IGARSS | Multi-Sensor Image Fusion Based on Transferable Parameters. | Junping Zhang, Chen Qi, Wenyan Tang |
| 2008 | IGARSS | Spaceborne Hyperspectral Image Generation based on Airborne Hyperspectral Image. | Junping Zhang, Wenjie Zhang, Haibin Jiao, Ye Zhang |
| 2008 | IGARSS | Dimensionality Reduction and Classification based on Ant Colony Algorithm for Hyperspectral Remote Sensing Image. | Shuang Zhou, Junping Zhang, Baoku Su |
| 2008 | PRICAI | Low Resolution Gait Recognition with High Frequency Super Resolution. | Junping Zhang, Yuan Cheng, Changyou Chen |
| 2007 | PAKDD | Spectral Clustering Based Null Space Linear Discriminant Analysis (SNLDA). | Wenxin Yang, Junping Zhang |
| 2006 | ICIP | Inversion of Forest Parameters Based on Genetic Algorithm using L-Band Polinsar Data. | Lamei Zhang, Bin Zou, Junping Zhang, Ye Zhang |
| 2006 | ICNC | Ensemble-Based Discriminant Manifold Learning for Face Recognition. | Junping Zhang, Li He, Zhi-Hua Zhou |
| 2006 | IGARSS | Target Detection For Hyperspectral Images Using ICA-Based Feature Extraction. | Chunye Wang, Junping Zhang, Yanfeng Gu |
| 2006 | IGARSS | Image Change Detection Algorithm Based on Clustering Characteristic of 2-D Histogram. | Junping Zhang, Wenbang Sun, Wenyan Tang |
| 2006 | ISNN | Classification with the Hybrid of Manifold Learning and Gabor Wavelet. | Junping Zhang, Chao Shen, Jufu Feng |
| 2005 | IGARSS | Change detection for the urban area based on multiple sensor information fusion. | Junping Zhang, Xiaofei Wang, Tao Chen, Ye Zhang |
| 2005 | IGARSS | Remote sensing image fusion based on ridgelet transform. | Tao Chen, Junping Zhang, Ye Zhang |
| 2005 | PAKDD | Adaptive Nonlinear Auto-Associative Modeling Through Manifold Learning. | Junping Zhang, Stan Z. Li |
| 2002 | ICIP | A kernel based nonlinear subspace projection method for reduction of hyperspectral image dimensionality. | Yanfeng Gu, Ye Zhang, Junping Zhang |
| 2001 | ICIP | Classification of hyperspectral data using support vector machine. | Junping Zhang, Ye Zhang, Tingxian Zhou |
| 2000 | ICIP | Fusion Classification of Hyperspectral Image Based on Adaptive Subspace Decomposition. | Junping Zhang, Ye Zhang, Bin Zou, Tingxian Zhou |
| 1999 | ICIP | Adaptive Subspace Decomposition for Hyperspectral Data Dimensionality Reduction. | Ye Zhang, Mita D. Desai, Junping Zhang, Ming Jin |