Jun Shi

63 papers A* 1B 2C 3Misc 2Journal 34Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Lifelong content-based histopathology image retrieval via bilevel coreset selection and distance consistency rehearsal.
Pattern Recognit.
Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng
2025 J jnl
Pan-Cancer Histopathology WSI Pre-Training With Position-Aware Masked Autoencoder.
IEEE Trans. Medical Imaging
Kun Wu, Zhiguo Jiang, Kunming Tang, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng
2025 J jnl
Partial-Label Contrastive Representation Learning for Fine-Grained Biomarkers Prediction From Histopathology Whole Slide Images.
IEEE J. Biomed. Health Informatics
Yushan Zheng, Kun Wu, Jun Li, Kunming Tang, Jun Shi, Haibo Wu, Zhiguo Jiang, Wei Wang
2025 J jnl
Pathology report generation from whole slide images with knowledge retrieval and multi-level regional feature selection.
Comput. Methods Programs Biomed.
Dingyi Hu, Zhiguo Jiang, Jun Shi, Fengying Xie, Kun Wu, Kunming Tang, Ming Cao, Jianguo Huai, Yushan Zheng
2025 J jnl
Positional encoding-guided transformer-based multiple instance learning for histopathology whole slide images classification.
Comput. Methods Programs Biomed.
Jun Shi, Dongdong Sun, Kun Wu, Zhiguo Jiang, Xue Kong, Wei Wang, Haibo Wu, Yushan Zheng
2025 A* conf
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis.
AAAI
Kunming Tang, Zhiguo Jiang, Jun Shi, Wei Wang, Haibo Wu, Yushan Zheng
2025 J jnl
Self-Supervised Representation Distribution Learning for Reliable Data Augmentation in Histopathology WSI Classification.
IEEE Trans. Medical Imaging
Kunming Tang, Zhiguo Jiang, Kun Wu, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng
2025 J jnl
Slide-Based Graph Collaborative Training for Histopathology Whole Slide Image Analysis.
IEEE Trans. Medical Imaging
Jun Shi, Tong Shu, Zhiguo Jiang, Wei Wang, Haibo Wu, Yushan Zheng
2025 J jnl
Weakly supervised multi-modal contrastive learning framework for predicting the HER2 scores in breast cancer.
Comput. Medical Imaging Graph.
Jun Shi, Dongdong Sun, Zhiguo Jiang, Jun Du, Wei Wang, Yushan Zheng, Haibo Wu
2024 J jnl
Histopathology language-image representation learning for fine-grained digital pathology cross-modal retrieval.
Medical Image Anal.
Dingyi Hu, Zhiguo Jiang, Jun Shi, Fengying Xie, Kun Wu, Kunming Tang, Ming Cao, Jianguo Huai, Yushan Zheng
2024 — conf
Leveraging IHC Staining to Prompt HER2 Status Prediction from HE-Stained Histopathology Whole Slide Images.
MLMI@MICCAI (1)
Yuping Wang, Dongdong Sun, Jun Shi, Wei Wang, Zhi-Guo Jiang, Haibo Wu, Yushan Zheng
2024 — conf
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal.
MICCAI (4)
Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng
2024 J jnl
Lifelong Histopathology Whole Slide Image Retrieval via Distance Consistency Rehearsal.
CoRR
Xinyu Zhu, Zhiguo Jiang, Kun Wu, Jun Shi, Yushan Zheng
2024 J jnl
MRGTraj: A Novel Non-Autoregressive Approach for Human Trajectory Prediction.
IEEE Trans. Circuits Syst. Video Technol.
Yusheng Peng, Gaofeng Zhang, Jun Shi, Xiangyu Li, Liping Zheng
2024 J jnl
Masked hypergraph learning for weakly supervised histopathology whole slide image classification.
Comput. Methods Programs Biomed.
Jun Shi, Tong Shu, Kun Wu, Zhiguo Jiang, Liping Zheng, Wei Wang, Haibo Wu, Yushan Zheng
2024 J jnl
Pan-cancer Histopathology WSI Pre-training with Position-aware Masked Autoencoder.
CoRR
Kun Wu, Zhiguo Jiang, Kunming Tang, Jun Shi, Fengying Xie, Wei Wang, Haibo Wu, Yushan Zheng
2024 J jnl
Promptable Representation Distribution Learning and Data Augmentation for Gigapixel Histopathology WSI Analysis.
CoRR
Kunming Tang, Zhiguo Jiang, Jun Shi, Wei Wang, Haibo Wu, Yushan Zheng
2024 — conf
Report-Guided Cross-Modal Representation Learning for Predicting EGFR Mutations by Whole Slide Image.
BIBM
Qi Qiao, Jun Shi, Zhiguo Jiang, Wei Wang, Haibo Wu, Yushan Zheng
2024 J jnl
Slide-based Graph Collaborative Training for Histopathology Whole Slide Image Analysis.
CoRR
Jun Shi, Tong Shu, Zhiguo Jiang, Wei Wang, Haibo Wu, Yushan Zheng
2024 — conf
SlideGCD: Slide-Based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification.
MICCAI (4)
Tong Shu, Jun Shi, Dongdong Sun, Zhiguo Jiang, Yushan Zheng
2024 J jnl
SlideGCD: Slide-based Graph Collaborative Training with Knowledge Distillation for Whole Slide Image Classification.
CoRR
Tong Shu, Jun Shi, Dongdong Sun, Zhiguo Jiang, Yushan Zheng
2023 — conf
A Key-Points Based Anchor-Free Cervical Cell Detector.
EMBC
Tong Shu, Jun Shi, Yushan Zheng, Zhiguo Jiang, Lanlan Yu
2023 — conf
Cervical Cell Classification Using Multi-Scale Feature Fusion and Channel-Wise Cross-Attention.
ISBI
Jun Shi, Xinyu Zhu, Yuan Zhang, Yushan Zheng, Zhiguo Jiang, Liping Zheng
2023 J jnl
Kernel Attention Transformer for Histopathology Whole Slide Image Analysis and Assistant Cancer Diagnosis.
IEEE Trans. Medical Imaging
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Jianguo Huai, Ming Cao, Zhiguo Jiang
2023 — conf
Local and Global Feature Interaction Network for Endoscope Image Classification.
ICIG (4)
Zhengqi Dong, Benzhu Xu, Jun Shi, Liping Zheng
2023 — conf
Position-Aware Masked Autoencoder for Histopathology WSI Representation Learning.
MICCAI (6)
Kun Wu, Yushan Zheng, Jun Shi, Fengying Xie, Zhiguo Jiang
2022 J jnl
DigestPath: A benchmark dataset with challenge review for the pathological detection and segmentation of digestive-system.
Medical Image Anal.
Qian Da, Xiaodi Huang, Zhongyu Li, Yanfei Zuo, Chenbin Zhang, Jingxin Liu, Wen Chen, Jiahui Li, Dou Xu, Zhiqiang Hu, Hongmei Yi, Yan Guo, Zhe Wang, Ling Chen, Li Zhang, Xianying He, Xiaofan Zhang, Ke Mei, Chuang Zhu, Weizeng Lu, Linlin Shen, Jun Shi, Jun Li, Sreehari S, Ganapathy Krishnamurthi, Jiangcheng Yang, Tiancheng Lin, Qingyu Song, Xuechen Liu, Simon Graham, Raja Muhammad Saad Bashir, Canqian Yang, Shaofei Qin, Xinmei Tian, Baocai Yin, Jie Zhao, Dimitris N. Metaxas, Hongsheng Li, Chaofu Wang, Shaoting Zhang
2022 J jnl
Encoding histopathology whole slide images with location-aware graphs for diagnostically relevant regions retrieval.
Medical Image Anal.
Yushan Zheng, Zhiguo Jiang, Jun Shi, Fengying Xie, Haopeng Zhang, Wei Luo, Dingyi Hu, Shujiao Sun, Zhongmin Jiang, Chenghai Xue
2022 — conf
Global-Local Attention Network for Weakly Supervised Cervical Cytology ROI Analysis.
ISBI
Jun Shi, Kun Wu, Yushan Zheng, Yuxin He, Jun Li, Zhiguo Jiang, Lanlan Yu
2022 C conf
Histopathology Cross-Modal Retrieval based on Dual-Transformer Network.
BIBE
Dingyi Hu, Fengying Xie, Zhiguo Jiang, Yushan Zheng, Jun Shi
2022 — conf
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification.
MICCAI (2)
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang
2022 J jnl
Kernel Attention Transformer (KAT) for Histopathology Whole Slide Image Classification.
CoRR
Yushan Zheng, Jun Li, Jun Shi, Fengying Xie, Zhiguo Jiang
2022 — conf
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis.
MICCAI (2)
Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang
2022 J jnl
Lesion-Aware Contrastive Representation Learning for Histopathology Whole Slide Images Analysis.
CoRR
Jun Li, Yushan Zheng, Kun Wu, Jun Shi, Fengying Xie, Zhiguo Jiang
2022 J jnl
SRAI-LSTM: A Social Relation Attention-based Interaction-aware LSTM for human trajectory prediction.
Neurocomputing
Yusheng Peng, Gaofeng Zhang, Jun Shi, Benzhu Xu, Liping Zheng
2022 — conf
Weakly supervised histopathological image representation learning based on contrastive dynamic clustering.
Digital and Computational Pathology
Jun Li, Zhiguo Jiang, Yushan Zheng, Haopeng Zhang, Jun Shi, Dingyi Hu, Wei Luo, Zhongmin Jiang, Chenghai Xue
2021 — conf
Cervical Cell Image Classification Based On Multiple Attention Fusion.
CISP-BMEI
Xin Su, Jun Shi, Yusheng Peng, Liping Zheng
2021 J jnl
Cervical cell classification with graph convolutional network.
Comput. Methods Programs Biomed.
Jun Shi, Ruoyu Wang, Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Lanlan Yu
2021 J jnl
Diagnostic Regions Attention Network (DRA-Net) for Histopathology WSI Recommendation and Retrieval.
IEEE Trans. Medical Imaging
Yushan Zheng, Zhiguo Jiang, Fengying Xie, Jun Shi, Haopeng Zhang, Jianguo Huai, Ming Cao, Xiaomiao Yang
2021 J jnl
Histopathology WSI Encoding based on GCNs for Scalable and Efficient Retrieval of Diagnostically Relevant Regions.
CoRR
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, Chenghai Xue
2021 J jnl
SRA-LSTM: Social Relationship Attention LSTM for Human Trajectory Prediction.
CoRR
Yusheng Peng, Gaofeng Zhang, Jun Shi, Benzhu Xu, Liping Zheng
2021 J jnl
Stain Standardization Capsule for Application-Driven Histopathological Image Normalization.
IEEE J. Biomed. Health Informatics
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Dingyi Hu, Shujiao Sun, Jun Shi, Chenghai Xue
2020 — conf
D-CrossLinkNet for Automatic Road Extraction from Aerial Imagery.
PRCV (1)
Kang Huang, Jun Shi, Gaofeng Zhang, Benzhu Xu, Liping Zheng
2020 — conf
Informative Retrieval Framework for Histopathology Whole Slides Images Based on Deep Hashing Network.
ISBI
Dingyi Hu, Yushan Zheng, Haopeng Zhang, Shujiao Sun, Fengying Xie, Jun Shi, Zhiguo Jiang
2020 — conf
Tracing Diagnosis Paths on Histopathology WSIs for Diagnostically Relevant Case Recommendation.
MICCAI (5)
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi
2019 J jnl
Adaptive color deconvolution for histological WSI normalization.
Comput. Methods Programs Biomed.
Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, Chenghai Xue
2019 — conf
Encoding Histopathological WSIs Using GNN for Scalable Diagnostically Relevant Regions Retrieval.
MICCAI (1)
Yushan Zheng, Bonan Jiang, Jun Shi, Haopeng Zhang, Fengying Xie
2018 J jnl
Generating region proposals for histopathological whole slide image retrieval.
Comput. Methods Programs Biomed.
Yibing Ma, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Yushan Zheng, Huaqiang Shi, Yu Zhao, Jun Shi
2016 C conf
Sparsity-constrained probabilistic latent semantic analysis for land cover classification.
IGARSS
Jun Shi, Xilan Tian, Zhiguo Jiang, Danpei Zhao, Ming Lu
2014 J jnl
Adaptive Graph Embedding Discriminant Projections.
Neural Process. Lett.
Jun Shi, Zhiguo Jiang, Hao Feng
2014 J jnl
Automatic Fastener Classification and Defect Detection in Vision-Based Railway Inspection Systems.
IEEE Trans. Instrum. Meas.
Hao Feng, Zhiguo Jiang, Fengying Xie, Ping Yang, Jun Shi, Long Chen
2014 — conf
Pathology Image Retrieval by Block LBP Based pLSA Model with Low-Rank and Sparse Matrix Decomposition.
IGTA
Yushan Zheng, Zhiguo Jiang, Jun Shi, Yibing Ma
2014 J jnl
Regularized least square discriminant projection and feature selection.
J. Electronic Imaging
Jun Shi, Zhiguo Jiang, Danpei Zhao, Hao Feng, Chao Gao
2014 — conf
Remote Sensing Image Change Detection Based on Low-Rank Representation.
IGTA
Yan Cheng, Zhiguo Jiang, Jun Shi, Haopeng Zhang, Gang Meng
2014 B conf
Retrieval of pathology image for breast cancer using PLSA model based on texture and pathological features.
ICIP
Yushan Zheng, Zhiguo Jiang, Jun Shi, Yibing Ma
2014 J jnl
Satellite Recognition via Sparse Coding Based Probabilistic Latent Semantic Analysis.
Int. J. Humanoid Robotics
Danpei Zhao, Ming Lu, Xuguang Zhang, Jun Shi, Zhiguo Jiang
2013 Misc conf
Local and Non-local Graph Regularized Sparse Coding for Face Recognition.
ICIG
Ming Lu, Danpei Zhao, Jun Shi, Zhiguo Jiang
2013 Misc conf
Pathological Image Retrieval for Breast Cancer with pLSA Model.
ICIG
Jun Shi, Yibing Ma, Zhiguo Jiang, Hao Feng, Jin Chen, Yu Zhao
2013 C conf
Sparse coding-based topic model for remote sensing image segmentation.
IGARSS
Jun Shi, Zhiguo Jiang, Hao Feng, Yibing Ma
2013 J jnl
Unsupervised texture segmentation based on latent topic assignment.
J. Electronic Imaging
Hao Feng, Zhiguo Jiang, Jun Shi
2012 B conf
SIFT-based Elastic sparse coding for image retrieval.
ICIP
Jun Shi, Zhiguo Jiang, Hao Feng, Liguo Zhang
2009 — conf
Face Recognition Using Modular Independent Component Analysis Directly Based on Image Matrix.
ICNC (2)
Cai-Kou Chen, Pu Huang, Jun Shi
2009 — conf
Locally Supervised Discriminant Analysis in Kernel Space.
CIS (1)
Cai-Kou Chen, Jun Shi, Yiming Yu