Locally Supervised Discriminant Analysis in Kernel Space. - Cai-Kou Chen; Jun Shi 006; Yiming Yu (CIS (1), 2009)

Face Recognition Using Modular Independent Component Analysis Directly Based on Image Matrix. - Cai-Kou Chen; Pu Huang; Jun Shi 006 (ICNC (2), 2009)

SIFT-based Elastic sparse coding for image retrieval. - Jun Shi 006; Zhiguo Jiang 001; Hao Feng; Liguo Zhang (ICIP, 2012)

Local and Non-local Graph Regularized Sparse Coding for Face Recognition. - Ming Lu; Danpei Zhao; Jun Shi 006; Zhiguo Jiang 001 (ICIG, 2013)

Pathological Image Retrieval for Breast Cancer with pLSA Model. - Jun Shi 006; Yibing Ma; Zhiguo Jiang 001; Hao Feng; Jin Chen; Yu Zhao 029 (ICIG, 2013)

Sparse coding-based topic model for remote sensing image segmentation. - Jun Shi 006; Zhiguo Jiang 001; Hao Feng; Yibing Ma (IGARSS, 2013)

Unsupervised texture segmentation based on latent topic assignment. - Hao Feng; Zhiguo Jiang 001; Jun Shi 006 (J. Electronic Imaging, 2013)

Retrieval of pathology image for breast cancer using PLSA model based on texture and pathological features. - Yushan Zheng; Zhiguo Jiang 001; Jun Shi 006; Yibing Ma (ICIP, 2014)

Remote Sensing Image Change Detection Based on Low-Rank Representation. - Yan Cheng; Zhiguo Jiang 001; Jun Shi 006; Haopeng Zhang 001; Gang Meng (IGTA, 2014)

Pathology Image Retrieval by Block LBP Based pLSA Model with Low-Rank and Sparse Matrix Decomposition. - Yushan Zheng; Zhiguo Jiang 001; Jun Shi 006; Yibing Ma (IGTA, 2014)

Satellite Recognition via Sparse Coding Based Probabilistic Latent Semantic Analysis. - Danpei Zhao; Ming Lu; Xuguang Zhang; Jun Shi 006; Zhiguo Jiang 001 (Int. J. Humanoid Robotics, 2014)

Regularized least square discriminant projection and feature selection. - Jun Shi 006; Zhiguo Jiang 001; Danpei Zhao; Hao Feng; Chao Gao (J. Electronic Imaging, 2014)

Adaptive Graph Embedding Discriminant Projections. - Jun Shi 006; Zhiguo Jiang 001; Hao Feng (Neural Process. Lett., 2014)

Automatic Fastener Classification and Defect Detection in Vision-Based Railway Inspection Systems. - Hao Feng; Zhiguo Jiang 001; Fengying Xie; Ping Yang; Jun Shi 006; Long Chen (IEEE Trans. Instrum. Meas., 2014)

Sparsity-constrained probabilistic latent semantic analysis for land cover classification. - Jun Shi 006; Xilan Tian; Zhiguo Jiang 001; Danpei Zhao; Ming Lu (IGARSS, 2016)

Generating region proposals for histopathological whole slide image retrieval. - Yibing Ma; Zhiguo Jiang 001; Haopeng Zhang 001; Fengying Xie; Yushan Zheng; Huaqiang Shi; Yu Zhao 029; Jun Shi 006 (Comput. Methods Programs Biomed., 2018)

Encoding Histopathological WSIs Using GNN for Scalable Diagnostically Relevant Regions Retrieval. - Yushan Zheng; Bonan Jiang; Jun Shi 006; Haopeng Zhang 001; Fengying Xie (MICCAI (1), 2019)

Adaptive color deconvolution for histological WSI normalization. - Yushan Zheng; Zhiguo Jiang 001; Haopeng Zhang 001; Fengying Xie; Jun Shi 006; Chenghai Xue (Comput. Methods Programs Biomed., 2019)

Informative Retrieval Framework for Histopathology Whole Slides Images Based on Deep Hashing Network. - Dingyi Hu; Yushan Zheng; Haopeng Zhang 001; Shujiao Sun; Fengying Xie; Jun Shi 006; Zhiguo Jiang 001 (ISBI, 2020)

Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation. - Yushan Zheng; Zhiguo Jiang 001; Haopeng Zhang 001; Fengying Xie; Jun Shi 006 (MICCAI (5), 2020)

D-CrossLinkNet for Automatic Road Extraction from Aerial Imagery. - Kang Huang; Jun Shi 006; Gaofeng Zhang; Benzhu Xu; Liping Zheng (PRCV (1), 2020)

Cervical Cell Image Classification Based On Multiple Attention Fusion. - Xin Su; Jun Shi 006; Yusheng Peng; Liping Zheng (CISP-BMEI, 2021)

Cervical cell classification with graph convolutional network. - Jun Shi 006; Ruoyu Wang 017; Yushan Zheng; Zhiguo Jiang 001; Haopeng Zhang 001; Lanlan Yu (Comput. Methods Programs Biomed., 2021)

SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction. - Yusheng Peng; Gaofeng Zhang; Jun Shi 006; Benzhu Xu; Liping Zheng (CoRR, 2021)

Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions. - Yushan Zheng; Zhiguo Jiang 001; Haopeng Zhang 001; Fengying Xie; Jun Shi 006; Chenghai Xue (CoRR, 2021)

Stain Standardization Capsule for Application-Driven Histopathological Image Normalization. - Yushan Zheng; Zhiguo Jiang 001; Haopeng Zhang 001; Fengying Xie; Dingyi Hu; Shujiao Sun; Jun Shi 006; Chenghai Xue (IEEE J. Biomed. Health Informatics, 2021)

Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval. - Yushan Zheng; Zhiguo Jiang 001; Fengying Xie; Jun Shi 006; Haopeng Zhang 001; Jianguo Huai; Ming Cao; Xiaomiao Yang (IEEE Trans. Medical Imaging, 2021)

Histopathology Cross-Modal Retrieval based on Dual-Transformer Network. - Dingyi Hu; Fengying Xie; Zhiguo Jiang 001; Yushan Zheng; Jun Shi 006 (BIBE, 2022)

Global-Local Attention Network for Weakly Supervised Cervical Cytology ROI Analysis. - Jun Shi 006; Kun Wu 010; Yushan Zheng; Yuxin He; Jun Li 106; Zhiguo Jiang 001; Lanlan Yu (ISBI, 2022)

Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis. - Jun Li 106; Yushan Zheng; Kun Wu 010; Jun Shi 006; Fengying Xie; Zhiguo Jiang 001 (MICCAI (2), 2022)

Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification. - Yushan Zheng; Jun Li 106; Jun Shi 006; Fengying Xie; Zhiguo Jiang 001 (MICCAI (2), 2022)

Weakly supervised histopathological image representation learning based on contrastive dynamic clustering. - Jun Li 106; Zhiguo Jiang 001; Yushan Zheng; Haopeng Zhang 001; Jun Shi 006; Dingyi Hu; Wei Luo; Zhongmin Jiang; Chenghai Xue (Digital and Computational Pathology, 2022)

SRAI-LSTM: A Social Relation Attention-based Interaction-aware LSTM for human trajectory prediction. - Yusheng Peng; Gaofeng Zhang; Jun Shi 006; Benzhu Xu; Liping Zheng (Neurocomputing, 2022)

DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system. - Qian Da; Xiaodi Huang; Zhongyu Li 002; Yanfei Zuo; Chenbin Zhang; Jingxin Liu; Wen Chen 001; Jiahui Li 005; Dou Xu; Zhiqiang Hu; Hongmei Yi; Yan Guo; et al. (Medical Image Anal., 2022)

Encoding histopathology whole slide images with location-aware graphs for diagnostically relevant regions retrieval. - Yushan Zheng; Zhiguo Jiang 001; Jun Shi 006; Fengying Xie; Haopeng Zhang 001; Wei Luo; Dingyi Hu; Shujiao Sun; Zhongmin Jiang; Chenghai Xue (Medical Image Anal., 2022)

A Key-Points Based Anchor-Free Cervical Cell Detector. - Tong Shu; Jun Shi 006; Yushan Zheng; Zhiguo Jiang 001; Lanlan Yu (EMBC, 2023)

Local and Global Feature Interaction Network for Endoscope Image Classification. - Zhengqi Dong; Benzhu Xu; Jun Shi 006; Liping Zheng (ICIG (4), 2023)

Cervical Cell Classification Using Multi-Scale Feature Fusion and Channel-Wise Cross-Attention. - Jun Shi 006; Xinyu Zhu; Yuan Zhang; Yushan Zheng; Zhiguo Jiang 001; Liping Zheng (ISBI, 2023)

Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning. - Kun Wu 010; Yushan Zheng; Jun Shi 006; Fengying Xie; Zhiguo Jiang 001 (MICCAI (6), 2023)

Kernel Attention Transformer for Histopathology Whole Slide Image Analysis and Assistant Cancer Diagnosis. - Yushan Zheng; Jun Li 106; Jun Shi 006; Fengying Xie; Jianguo Huai; Ming Cao; Zhiguo Jiang 001 (IEEE Trans. Medical Imaging, 2023)

Report-Guided Cross-Modal Representation Learning for Predicting EGFR Mutations by Whole Slide Image. - Qi Qiao; Jun Shi 006; Zhiguo Jiang 001; Wei Wang 380; Haibo Wu; Yushan Zheng (BIBM, 2024)

SlideGCD: Slide-Based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification. - Tong Shu; Jun Shi 006; Dongdong Sun; Zhiguo Jiang 001; Yushan Zheng (MICCAI (4), 2024)

Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal. - Xinyu Zhu; Zhiguo Jiang 001; Kun Wu 010; Jun Shi 006; Yushan Zheng (MICCAI (4), 2024)

Leveraging IHC Staining to Prompt HER2 Status Prediction from HE-Stained Histopathology Whole Slide Images. - Yuping Wang; Dongdong Sun; Jun Shi 006; Wei Wang 380; Zhi-Guo Jiang 001; Haibo Wu; Yushan Zheng (MLMI@MICCAI (1), 2024)

Masked hypergraph learning for weakly supervised histopathology whole slide image classification. - Jun Shi 006; Tong Shu; Kun Wu 010; Zhiguo Jiang 001; Liping Zheng; Wei Wang 380; Haibo Wu; Yushan Zheng (Comput. Methods Programs Biomed., 2024)

Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis. - Jun Shi 006; Tong Shu; Zhiguo Jiang 001; Wei Wang 380; Haibo Wu; Yushan Zheng (CoRR, 2024)

Histopathology language-image representation learning for fine-grained digital pathology cross-modal retrieval. - Dingyi Hu; Zhiguo Jiang 001; Jun Shi 006; Fengying Xie; Kun Wu 010; Kunming Tang; Ming Cao; Jianguo Huai; Yushan Zheng (Medical Image Anal., 2024)

MRGTraj: A Novel Non-Autoregressive Approach for Human Trajectory Prediction. - Yusheng Peng; Gaofeng Zhang; Jun Shi 006; Xiangyu Li; Liping Zheng (IEEE Trans. Circuits Syst. Video Technol., 2024)

Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis. - Kunming Tang; Zhiguo Jiang 001; Jun Shi 006; Wei Wang 380; Haibo Wu; Yushan Zheng (AAAI, 2025)

Weakly supervised multi-modal contrastive learning framework for predicting the HER2 scores in breast cancer. - Jun Shi 006; Dongdong Sun; Zhiguo Jiang 001; Jun Du; Wei Wang 380; Yushan Zheng; Haibo Wu (Comput. Medical Imaging Graph., 2025)

Pathology report generation from whole slide images with knowledge retrieval and multi-level regional feature selection. - Dingyi Hu; Zhiguo Jiang 001; Jun Shi 006; Fengying Xie; Kun Wu 010; Kunming Tang; Ming Cao; Jianguo Huai; Yushan Zheng (Comput. Methods Programs Biomed., 2025)

Positional encoding-guided transformer-based multiple instance learning for histopathology whole slide images classification. - Jun Shi 006; Dongdong Sun; Kun Wu 010; Zhiguo Jiang 001; Xue Kong; Wei Wang 380; Haibo Wu; Yushan Zheng (Comput. Methods Programs Biomed., 2025)

Partial-Label Contrastive Representation Learning for Fine-Grained Biomarkers Prediction From Histopathology Whole Slide Images. - Yushan Zheng; Kun Wu 010; Jun Li 106; Kunming Tang; Jun Shi 006; Haibo Wu; Zhiguo Jiang 001; Wei Wang 380 (IEEE J. Biomed. Health Informatics, 2025)

Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification. - Kunming Tang; Zhiguo Jiang 001; Kun Wu 010; Jun Shi 006; Fengying Xie; Wei Wang 380; Haibo Wu; Yushan Zheng (IEEE Trans. Medical Imaging, 2025)

Pan-Cancer Histopathology WSI Pre-Training With Position-Aware Masked Autoencoder. - Kun Wu 010; Zhiguo Jiang 001; Kunming Tang; Jun Shi 006; Fengying Xie; Wei Wang 380; Haibo Wu; Yushan Zheng (IEEE Trans. Medical Imaging, 2025)