Junlong Cheng

42 papers A* 1B 1Journal 30Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
DM-RRG: Radiology image report generation with disease-topic guidance and multi-grained Image-Text alignment.
Biomed. Signal Process. Control.
Sibo Ju, Min Wang, Yulong Xiao, Yiqing Shen, Junlong Cheng, Yanzhou Su, Xiangwen Liao
2026 J jnl
SegMoTE: Token-Level Mixture of Experts for Medical Image Segmentation.
CoRR
Yujie Lu, Jingwen Li, Sibo Ju, Yanzhou Su, He Yao, Yisong Liu, Min Zhu, Junlong Cheng
2025 J jnl
A-Eval: A benchmark for cross-dataset and cross-modality evaluation of abdominal multi-organ segmentation.
Medical Image Anal.
Ziyan Huang, Zhongying Deng, Jin Ye, Haoyu Wang, Yanzhou Su, Tianbin Li, Hui Sun, Junlong Cheng, Jianpin Chen, Junjun He, Yun Gu, Shaoting Zhang, Lixu Gu, Yu Qiao
2025 J jnl
Enhance Pose Accuracy of GNSS/INS Integration by Fusing LiDAR Structure Features Based on Continuous-Time State Representation.
IEEE Robotics Autom. Lett.
Junlong Cheng, Feng Zhu, Jie Hu, Xiaohong Zhang
2025 A* conf
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline.
CVPR
Junlong Cheng, Bin Fu, Jin Ye, Guoan Wang, Tianbin Li, Haoyu Wang, Ruoyu Li, He Yao, Junren Chen, Jingwen Li, Yanzhou Su, Min Zhu, Junjun He
2025 — conf
KELE: A Multi-Agent Framework for Structured Socratic Teaching with Large Language Models.
EMNLP (Findings)
Xian Peng, Pan Yuan, Dong Li, Junlong Cheng, Qin Fang, Zhi Liu
2025 J jnl
LG-CD: Enhancing Language-Guided Change Detection through SAM2 Adaptation.
CoRR
Yixiao Liu, Yizhou Yang, Jinwen Li, Jun Tao, Ruoyu Li, Xiangkun Wang, Min Zhu, Junlong Cheng
2025 J jnl
SAM-Med3D: A Vision Foundation Model for General-Purpose Segmentation on Volumetric Medical Images.
IEEE Trans. Neural Networks Learn. Syst.
Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Tianbin Li, Jianpin Chen, Yanzhou Su, Ziyan Huang, Yiqing Shen, Bin Fu, Shaoting Zhang, Junjun He
2025 J jnl
SEAformer: Selective Edge Aggregation transformer for 2D medical image segmentation.
Biomed. Signal Process. Control.
Jingwen Li, Jilong Chen, Lei Jiang, Ruoyu Li, Peilun Han, Junlong Cheng
2025 J jnl
Semantic Preservation-Based Hash Code Generation for fine-grained image retrieval.
Expert Syst. Appl.
Xue Li, Jiong Yu, Junlong Cheng, Ziyang Li, Chen Bian
2024 J jnl
AMLNet: Attention Multibranch Loss CNN Models for Fine-Grained Vehicle Recognition.
IEEE Trans. Veh. Technol.
Hongchun Lu, Min Han, Chaoqing Wang, Junlong Cheng
2024 — conf
BAformer: Boundary Adaptive Transformer for Medical Image Segmentation.
BIBM
Junlong Cheng, Jilong Chen, Lei Jiang, Chenrui Gao, Junren Chen, Ruoyu Li, Min Zhu
2024 J jnl
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline.
CoRR
Junlong Cheng, Bin Fu, Jin Ye, Guoan Wang, Tianbin Li, Haoyu Wang, Ruoyu Li, He Yao, Junren Chen, Jingwen Li, Yanzhou Su, Min Zhu, Junjun He
2024 — conf
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation.
MICCAI (9)
Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang
2024 J jnl
SAM-Med3D-MoE: Towards a Non-Forgetting Segment Anything Model via Mixture of Experts for 3D Medical Image Segmentation.
CoRR
Guoan Wang, Jin Ye, Junlong Cheng, Tianbin Li, Zhaolin Chen, Jianfei Cai, Junjun He, Bohan Zhuang
2024 — conf
SAM-Med3D: Towards General-Purpose Segmentation Models for Volumetric Medical Images.
ECCV Workshops (16)
Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Tianbin Li, Jianpin Chen, Yanzhou Su, Ziyan Huang, Yiqing Shen, Bin Fu, Shaoting Zhang, Junjun He, Yu Qiao
2024 — conf
TinyU-Net: Lighter Yet Better U-Net with Cascaded Multi-receptive Fields.
MICCAI (9)
Junren Chen, Rui Chen, Wei Wang, Junlong Cheng, Lei Zhang, Liangyin Chen
2023 J jnl
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation.
CoRR
Ziyan Huang, Zhongying Deng, Jin Ye, Haoyu Wang, Yanzhou Su, Tianbin Li, Hui Sun, Junlong Cheng, Jianpin Chen, Junjun He, Yun Gu, Shaoting Zhang, Lixu Gu, Yu Qiao
2023 — conf
Evaluating STU-Net for Brain Tumor Segmentation.
BraTS/CrossMoDA@MICCAI
Ziyan Huang, Jin Ye, Haoyu Wang, Zhongying Deng, Yanzhou Su, Tianbin Li, Junlong Cheng, Jianpin Chen, Sizheng Guo, Yiqing Shen, Junjun He
2023 — conf
FlashViT: A Flash Vision Transformer with Large-Scale Token Merging for Congenital Heart Disease Detection.
PRCV (13)
Lei Jiang, Junlong Cheng, Jilong Chen, Mingyang Gu, Min Zhu, Peilun Han, Kang Li, Zhigang Yang
2023 J jnl
LatLRR-CNN: an infrared and visible image fusion method combining latent low-rank representation and CNN.
Multim. Tools Appl.
Yong Yang, Chengrui Gao, Zhangqiang Ming, Jixiang Guo, Edou Leopold, Junlong Cheng, Jie Zuo, Min Zhu
2023 — conf
PRFNet: Progressive Region Focusing Network for Polyp Segmentation.
PRCV (5)
Jilong Chen, Junlong Cheng, Lei Jiang, Pengyu Yin, Guoan Wang, Min Zhu
2023 J jnl
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks.
CoRR
Jin Ye, Junlong Cheng, Jianpin Chen, Zhongying Deng, Tianbin Li, Haoyu Wang, Yanzhou Su, Ziyan Huang, Jilong Chen, Lei Jiang, Hui Sun, Min Zhu, Shaoting Zhang, Junjun He, Yu Qiao
2023 — conf
SAA-NET: A Medical Image Segmentation Framework Based On Stream-Across Attention.
ISBI
Chengrui Gao, Junlong Cheng, Ziyuan Yang, Yingyu Chen, Fengjie Wang, Min Zhu
2023 J jnl
SAM-Med2D.
CoRR
Junlong Cheng, Jin Ye, Zhongying Deng, Jianpin Chen, Tianbin Li, Haoyu Wang, Yanzhou Su, Ziyan Huang, Jilong Chen, Lei Jiang, Hui Sun, Junjun He, Shaoting Zhang, Min Zhu, Yu Qiao
2023 J jnl
SAM-Med3D.
CoRR
Haoyu Wang, Sizheng Guo, Jin Ye, Zhongying Deng, Junlong Cheng, Tianbin Li, Jianpin Chen, Yanzhou Su, Ziyan Huang, Yiqing Shen, Bin Fu, Shaoting Zhang, Junjun He, Yu Qiao
2023 — conf
SegNetr: Rethinking the Local-Global Interactions and Skip Connections in U-Shaped Networks.
MICCAI (6)
Junlong Cheng, Chengrui Gao, Fengjie Wang, Min Zhu
2023 J jnl
SegNetr: Rethinking the local-global interactions and skip connections in U-shaped networks.
CoRR
Junlong Cheng, Chengrui Gao, Fengjie Wang, Min Zhu
2022 J jnl
Calibration and Distraction Mining Network for Aortic True Lumen segmentation.
J. Intell. Fuzzy Syst.
Xin Fan, Shengwei Tian, Long Yu, Min Han, Lu Liu, Junlong Cheng, Weidong Wu, Xiaojing Kang, Dezhi Zhang
2022 J jnl
DBLCNN: Dependency-based lightweight convolutional neural network for multi-classification of breast histopathology images.
Biomed. Signal Process. Control.
Chaoqing Wang, Weijun Gong, Junlong Cheng, Yurong Qian
2022 J jnl
DCACNet: Dual context aggregation and attention-guided cross deconvolution network for medical image segmentation.
Comput. Methods Programs Biomed.
Hongchun Lu, Shengwei Tian, Long Yu, Lu Liu, Junlong Cheng, Weidong Wu, Xiaojing Kang, Dezhi Zhang
2022 J jnl
DDU-Net: A dual dense U-structure network for medical image segmentation.
Appl. Soft Comput.
Junlong Cheng, Shengwei Tian, Long Yu, Shijia Liu, Chaoqing Wang, Yuan Ren, Hongchun Lu, Min Zhu
2022 J jnl
Deep learning-based person re-identification methods: A survey and outlook of recent works.
Image Vis. Comput.
Zhangqiang Ming, Min Zhu, Xiangkun Wang, Jiamin Zhu, Junlong Cheng, Chengrui Gao, Yong Yang, Xiaoyong Wei
2022 B conf
F2RNET: A Full-Resolution Representation Network for Biomedical Image Segmentation.
ICIP
Junlong Cheng, Chengrui Gao, Changlin Li, Zhangqiang Ming, Yong Yang, Fengjie Wang, Min Zhu
2022 J jnl
ResGANet: Residual group attention network for medical image classification and segmentation.
Medical Image Anal.
Junlong Cheng, Shengwei Tian, Long Yu, Chengrui Gao, Xiaojing Kang, Xiang Ma, Weidong Wu, Shijia Liu, Hongchun Lu
2022 J jnl
Serial attention network for skin lesion segmentation.
J. Ambient Intell. Humaniz. Comput.
Yuan Ren, Long Yu, Shengwei Tian, Junlong Cheng, Zhiqi Guo, Yanhan Zhang
2021 J jnl
Deep learning-based person re-identification methods: A survey and outlook of recent works.
CoRR
Zhangqiang Ming, Min Zhu, Xiaoyong Wei, Xiangkun Wang, Jiamin Zhu, Junlong Cheng, Yong Yang
2021 J jnl
PL-Net: Progressive Learning Network for Medical Image Segmentation.
CoRR
Junlong Cheng, Chengrui Gao, Chaoqing Wang, Zhangqiang Ming, Yong Yang, Min Zhu
2020 J jnl
A deep learning algorithm using contrast-enhanced computed tomography (CT) images for segmentation and rapid automatic detection of aortic dissection.
Biomed. Signal Process. Control.
Junlong Cheng, Shengwei Tian, Long Yu, Xiang Ma, Yan Xing
2020 J jnl
Fully convolutional attention network for biomedical image segmentation.
Artif. Intell. Medicine
Junlong Cheng, Shengwei Tian, Long Yu, Hongchun Lu, Xiaoyi Lv
2020 J jnl
Multi-Attention Mechanism Medical Image Segmentation Combined with Word Embedding Technology.
Autom. Control. Comput. Sci.
Junlong Cheng, Shengwei Tian, Long Yu, Hongfeng You
2018 J jnl
Real-Time Tropospheric Delay Retrieval from Multi-GNSS PPP Ambiguity Resolution: Validation with Final Troposphere Products and a Numerical Weather Model.
Remote. Sens.
Cuixian Lu, Xin Li, Junlong Cheng, Galina Dick, Maorong Ge, Jens Wickert, Harald Schuh