Zhen Chen

71 papers A* 5B 1C 3Journal 50Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
De-LightSAM: Modality-Decoupled Lightweight SAM for Generalizable Medical Segmentation.
IEEE Trans. Circuits Syst. Video Technol.
Qing Xu, Jiaxuan Li, Xiangjian He, Chenxin Li, Fiseha Berhanu Tesema, Wenting Duan, Zhen Chen, Rong Qu, Jonathan M. Garibaldi, Chang Wen Chen
2026 J jnl
E$^{3}$3-Net: Efficient E(3)-Equivariant Normal Estimation Network.
IEEE Trans. Vis. Comput. Graph.
Hanxiao Wang, Mingyang Zhao, Weize Quan, Zhen Chen, Dong-Ming Yan, Peter Wonka
2026 J jnl
Harnessing Lightweight Transformer With Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Xinyu Liu, Zhen Chen, Wuyang Li, Chenxin Li, Yixuan Yuan
2026 J jnl
Harnessing Lightweight Transformer with Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation.
CoRR
Xinyu Liu, Zhen Chen, Wuyang Li, Chenxin Li, Yixuan Yuan
2026 J jnl
SP-Det: Self-prompted dual-text fusion for generalized multi-label lesion detection.
Knowl. Based Syst.
Qing Xu, Yanqian Wang, Xiangjian He, Yue Li, Yixuan Zhang, Rong Qu, Wenting Duan, Zhen Chen
2026 J jnl
Transitive Vision-Language Prompt Learning for Domain Generalization.
IEEE Trans. Emerg. Top. Comput. Intell.
Liyuan Wang, Yan Jin, Zhen Chen, Jinlin Wu, Mengke Li, Yang Lu, Hanzi Wang
2025 J jnl
Co-Seg++: Mutual Prompt-Guided Collaborative Learning for Versatile Medical Segmentation.
CoRR
Qing Xu, Yuxiang Luo, Wenting Duan, Zhen Chen
2025 J jnl
CoMA: Complementary Masking and Hierarchical Dynamic Multi-Window Self-Attention in a Unified Pre-training Framework.
CoRR
Jiaxuan Li, Qing Xu, Xiangjian He, Ziyu Liu, Chang Xing, Zhen Chen, Daokun Zhang, Rong Qu, Chang Wen Chen
2025 J jnl
Exploring Contrastive Pre-Training for Domain Connections in Medical Image Segmentation.
IEEE Trans. Medical Imaging
Zequn Zhang, Yun Jiang, Yunnan Wang, Baao Xie, Wenyao Zhang, Yuhang Li, Zhen Chen, Xin Jin, Wenjun Zeng
2025 J jnl
FreqDINO: Frequency-Guided Adaptation for Generalized Boundary-Aware Ultrasound Image Segmentation.
CoRR
Yixuan Zhang, Qing Xu, Yue Li, Xiangjian He, Qian Zhang, Mainul Haque, Rong Qu, Wenting Duan, Zhen Chen
2025 J jnl
HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling.
CoRR
Qing Xu, Zhenye Lou, Chenxin Li, Xiangjian He, Rong Qu, Fiseha Berhanu Tesema, Yi Wang, Wenting Duan, Zhen Chen
2025 J jnl
Long-tailed Medical Diagnosis with Relation-aware Representation Learning and Iterative Classifier Calibration.
CoRR
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2025 J jnl
Long-tailed medical diagnosis with relation-aware representation learning and iterative classifier calibration.
Comput. Biol. Medicine
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2025 J jnl
MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways.
CoRR
Zhen Chen, Zhihao Peng, Xusheng Liang, Cheng Wang, Peigan Liang, Linsheng Zeng, Minjie Ju, Yixuan Yuan
2025 J jnl
MSM-Seg: A Modality-and-Slice Memory Framework with Category-Agnostic Prompting for Multi-Modal Brain Tumor Segmentation.
CoRR
Yuxiang Luo, Qing Xu, Hai Huang, Yuqi Ouyang, Zhen Chen, Wenting Duan
2025 — ed.
Medical Image Computing and Computer Assisted Intervention - MICCAI 2024 Workshops - ISIC 2024, iMIMIC 2024, EARTH 2024, DeCaF 2024, Held in Conjunction with MICCAI 2024, Marrakesh, Morocco, October 6-10, 2024, Proceedings
ISIC/iMIMIC/EARTH/DeCaF@MICCAI
M. Emre Celebi, Mauricio Reyes, Zhen Chen, Xiaoxiao Li
2025 J jnl
NuSegDG: Integration of heterogeneous space and Gaussian kernel for domain-generalized nuclei segmentation.
Knowl. Based Syst.
Zhenye Lou, Qing Xu, Zekun Jiang, Xiangjian He, Chenxin Li, Zhen Chen, Yi Wang, Maggie M. He, Wenting Duan
2025 A* conf
Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion.
ICRA
Shengyuan Liu, Zhen Chen, Qiushi Yang, Weihao Yu, Di Dong, Jiancong Hu, Yixuan Yuan
2025 J jnl
Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion.
CoRR
Shengyuan Liu, Zhen Chen, Qiushi Yang, Weihao Yu, Di Dong, Jiancong Hu, Yixuan Yuan
2025 J jnl
Relation-Guided Versatile Regularization for Federated Semi-Supervised Learning.
Int. J. Comput. Vis.
Qiushi Yang, Zhen Chen, Zhe Peng, Yixuan Yuan
2025 J jnl
SP-Det: Self-Prompted Dual-Text Fusion for Generalized Multi-Label Lesion Detection.
CoRR
Qing Xu, Yanqian Wang, Xiangjian Hea, Yue Li, Yixuan Zhang, Rong Qu, Wenting Duan, Zhen Chen
2025 J jnl
Semantic Consistency Regularization with Large Language Models for Semi-supervised Sentiment Analysis.
CoRR
Kunrong Li, Xinyu Liu, Zhen Chen
2025 J jnl
TM-UNet: Token-Memory Enhanced Sequential Modeling for Efficient Medical Image Segmentation.
CoRR
Yaxuan Jiao, Qing Xu, Yuxiang Luo, Xiangjian He, Zhen Chen, Wenting Duan
2025 A* conf
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation.
AAAI
Chenxin Li, Xinyu Liu, Wuyang Li, Cheng Wang, Hengyu Liu, Yifan Liu, Zhen Chen, Yixuan Yuan
2025 J jnl
UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images.
Medical Image Anal.
Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan
2025 J jnl
Unified Multi-Modal Diagnostic Framework With Reconstruction Pre-Training and Heterogeneity-Combat Tuning.
IEEE J. Biomed. Health Informatics
Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
2024 J jnl
Accelerated Multi-Contrast MRI Reconstruction via Frequency and Spatial Mutual Learning.
CoRR
Qi Chen, Xiaohan Xing, Zhen Chen, Zhiwei Xiong
2024 — conf
Accelerated Multi-contrast MRI Reconstruction via Frequency and Spatial Mutual Learning.
MICCAI (7)
Qi Chen, Xiaohan Xing, Zhen Chen, Zhiwei Xiong
2024 B conf
Communication-Efficient Multi-Modal Federated Learning via Dynamic Client-Modality Matching.
IEEE Big Data
Tan Li, Yanming Gong, Hai Liu, Zhen Chen, Linqi Song
2024 J jnl
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading.
Medical Image Anal.
Xiaohan Xing, Meilu Zhu, Zhen Chen, Yixuan Yuan
2024 J jnl
E
CoRR
Hanxiao Wang, Mingyang Zhao, Weize Quan, Zhen Chen, Dongming Yan, Peter Wonka
2024 J jnl
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation.
CoRR
Qing Xu, Jiaxuan Li, Xiangjian He, Ziyu Liu, Zhen Chen, Wenting Duan, Chenxin Li, Maggie M. He, Fiseha B. Tesema, Wooi Ping Cheah, Yi Wang, Rong Qu, Jonathan M. Garibaldi
2024 J jnl
Endora: Video Generation Models as Endoscopy Simulators.
CoRR
Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan
2024 A* conf
Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM.
NeurIPS
Chenxin Li, Yuzhi Huang, Wuyang Li, Hengyu Liu, Xinyu Liu, Qing Xu, Zhen Chen, Yue Huang, Yixuan Yuan
2024 — conf
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading.
BIBM
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen
2024 J jnl
Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading.
CoRR
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Xiaohan Xing, Maximus C. F. Yeung, Zhen Chen
2024 — conf
MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation.
MICCAI (11)
Xinyu Liu, Zhen Chen, Yixuan Yuan
2024 J jnl
Mask-aware transformer with structure invariant loss for CT translation.
Medical Image Anal.
Wenting Chen, Wei Zhao, Zhen Chen, Tianming Liu, Li Liu, Jun Liu, Yixuan Yuan
2024 J jnl
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation.
CoRR
Zhenye Lou, Qing Xu, Zekun Jiang, Xiangjian He, Zhen Chen, Yi Wang, Chenxin Li, Maggie M. He, Wenting Duan
2024 J jnl
UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images.
CoRR
Zhen Chen, Qing Xu, Xinyu Liu, Yixuan Yuan
2024 J jnl
Unified Multi-modal Diagnostic Framework with Reconstruction Pre-training and Heterogeneity-combat Tuning.
CoRR
Yupei Zhang, Li Pan, Qiushi Yang, Tan Li, Zhen Chen
2024 — conf
👦 Endora: Video Generation Models as Endoscopy Simulators.
MICCAI (6)
Chenxin Li, Hengyu Liu, Yifan Liu, Brandon Y. Feng, Wuyang Li, Xinyu Liu, Zhen Chen, Jing Shao, Yixuan Yuan
2023 — conf
Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation.
MICCAI (6)
Li Pan, Yupei Zhang, Qiushi Yang, Tan Li, Zhen Chen
2023 J jnl
FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting.
IEEE Trans. Medical Imaging
Meilu Zhu, Zhen Chen, Yixuan Yuan
2023 J jnl
Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks.
Int. J. Comput. Vis.
Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan
2023 — conf
Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels.
MICCAI (6)
Xiaohan Xing, Zhen Chen, Zhifan Gao, Yixuan Yuan
2023 J jnl
Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis.
Medical Image Anal.
Xiaohan Xing, Zhen Chen, Yuenan Hou, Yixuan Yuan
2023 J jnl
Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification.
IEEE Trans. Medical Imaging
Qiushi Yang, Zhen Chen, Yixuan Yuan
2023 J jnl
Medical federated learning with joint graph purification for noisy label learning.
Medical Image Anal.
Zhen Chen, Wuyang Li, Xiaohan Xing, Yixuan Yuan
2022 J jnl
D
IEEE Trans. Medical Imaging
Qiushi Yang, Xiaoqing Guo, Zhen Chen, Yat Ming Peter Woo, Yixuan Yuan
2022 — conf
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading.
MICCAI (5)
Xiaohan Xing, Zhen Chen, Meilu Zhu, Yuenan Hou, Zhifan Gao, Yixuan Yuan
2022 J jnl
Instance importance-Aware graph convolutional network for 3D medical diagnosis.
Medical Image Anal.
Zhen Chen, Jie Liu, Meilu Zhu, Yat Ming Peter Woo, Yixuan Yuan
2022 J jnl
Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation.
Medical Image Anal.
Xiaoqing Guo, Zhen Chen, Jun Liu, Yixuan Yuan
2022 J jnl
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data.
IEEE Trans. Medical Imaging
Zhen Chen, Chen Yang, Meilu Zhu, Zhe Peng, Yixuan Yuan
2022 — conf
Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization.
MICCAI (8)
Qiushi Yang, Xinyu Liu, Zhen Chen, Bulat Ibragimov, Yixuan Yuan
2022 J jnl
Source free domain adaptation for medical image segmentation with fourier style mining.
Medical Image Anal.
Chen Yang, Xiaoqing Guo, Zhen Chen, Yixuan Yuan
2021 J jnl
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images.
IEEE Trans. Medical Imaging
Meilu Zhu, Zhen Chen, Yixuan Yuan
2021 A* conf
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring.
AAAI
Zhen Chen, Jun Zhang, Shuanlong Che, Junzhou Huang, Xiao Han, Yixuan Yuan
2021 A* conf
Exploring Gradient Flow Based Saliency for DNN Model Compression.
ACM Multimedia
Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan
2021 J jnl
Exploring Gradient Flow Based Saliency for DNN Model Compression.
CoRR
Xinyu Liu, Baopu Li, Zhen Chen, Yixuan Yuan
2021 J jnl
HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection.
IEEE Trans. Image Process.
Wuyang Li, Zhen Chen, Baopu Li, Dingwen Zhang, Yixuan Yuan
2021 — conf
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning.
MICCAI (3)
Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan
2021 J jnl
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning.
CoRR
Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan
2021 J jnl
Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction.
IEEE Trans. Medical Imaging
Zhen Chen, Xiaoqing Guo, Yat Ming Peter Woo, Yixuan Yuan
2020 — conf
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation.
ISBI
Xiaoqing Guo, Zhen Chen, Yixuan Yuan
2020 J jnl
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation.
CoRR
Xiaoqing Guo, Zhen Chen, Yixuan Yuan
2020 J jnl
Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl.
Zhen Chen, Zhibo Chen, Jianxin Lin, Sen Liu, Weiping Li
2020 — conf
Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution.
MICCAI (5)
Zhen Chen, Xiaoqing Guo, Chen Yang, Bulat Ibragimov, Yixuan Yuan
2019 C conf
Exploiting Weight-Level Sparsity in Channel Pruning with Low-Rank Approximation.
ISCAS
Zhen Chen, Jianxin Lin, Sen Liu, Zhibo Chen, Weiping Li, Jin Zhao, Wei Yan
2019 C conf
Importance-Aware Filter Selection for Convolutional Neural Network Acceleration.
VCIP
Zikun Liu, Zhen Chen, Weiping Li
2018 C conf
Decouple and Stretch: A Boost to Channel Pruning.
IPCCC
Zhen Chen, Jianxin Lin, Sen Liu, Jun Xia, Weiping Li