Decouple and Stretch: A Boost to Channel Pruning. - Zhen Chen 013; Jianxin Lin; Sen Liu 001; Jun Xia 003; Weiping Li (IPCCC, 2018)

Exploiting Weight-Level Sparsity in Channel Pruning with Low-Rank Approximation. - Zhen Chen 013; Jianxin Lin; Sen Liu 001; Zhibo Chen 001; Weiping Li; Jin Zhao; Wei Yan (ISCAS, 2019)

Importance-Aware Filter Selection for Convolutional Neural Network Acceleration. - Zikun Liu; Zhen Chen 013; Weiping Li (VCIP, 2019)

Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation. - Xiaoqing Guo; Zhen Chen 013; Yixuan Yuan (ISBI, 2020)

Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution. - Zhen Chen 013; Xiaoqing Guo; Chen Yang 026; Bulat Ibragimov; Yixuan Yuan (MICCAI (5), 2020)

Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning. - Zhen Chen 013; Zhibo Chen 001; Jianxin Lin; Sen Liu 001; Weiping Li (IEEE Trans. Circuits Syst. I Fundam. Theory Appl., 2020)

Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring. - Zhen Chen 013; Jun Zhang 018; Shuanlong Che; Junzhou Huang; Xiao Han 011; Yixuan Yuan (AAAI, 2021)

Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning. - Zhen Chen 013; Meilu Zhu; Chen Yang 026; Yixuan Yuan (MICCAI (3), 2021)

Exploring Gradient Flow Based Saliency for DNN Model Compression. - Xinyu Liu 001; Baopu Li; Zhen Chen 013; Yixuan Yuan (ACM Multimedia, 2021)

HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection. - Wuyang Li; Zhen Chen 013; Baopu Li; Dingwen Zhang; Yixuan Yuan (IEEE Trans. Image Process., 2021)

Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction. - Zhen Chen 013; Xiaoqing Guo; Yat Ming Peter Woo; Yixuan Yuan (IEEE Trans. Medical Imaging, 2021)

DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images. - Meilu Zhu; Zhen Chen 013; Yixuan Yuan (IEEE Trans. Medical Imaging, 2021)

Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading. - Xiaohan Xing; Zhen Chen 013; Meilu Zhu; Yuenan Hou; Zhifan Gao; Yixuan Yuan (MICCAI (5), 2022)

Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization. - Qiushi Yang; Xinyu Liu 001; Zhen Chen 013; Bulat Ibragimov; Yixuan Yuan (MICCAI (8), 2022)

Instance importance-Aware graph convolutional network for 3D medical diagnosis. - Zhen Chen 013; Jie Liu 044; Meilu Zhu; Yat Ming Peter Woo; Yixuan Yuan (Medical Image Anal., 2022)

Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation. - Xiaoqing Guo; Zhen Chen 013; Jun Liu 007; Yixuan Yuan (Medical Image Anal., 2022)

Source free domain adaptation for medical image segmentation with fourier style mining. - Chen Yang 026; Xiaoqing Guo; Zhen Chen 013; Yixuan Yuan (Medical Image Anal., 2022)

Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data. - Zhen Chen 013; Chen Yang 026; Meilu Zhu; Zhe Peng; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

D2-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities. - Qiushi Yang; Xiaoqing Guo; Zhen Chen 013; Yat Ming Peter Woo; Yixuan Yuan (IEEE Trans. Medical Imaging, 2022)

Combat Long-Tails in Medical Classification with Relation-Aware Consistency and Virtual Features Compensation. - Li Pan 004; Yupei Zhang; Qiushi Yang; Tan Li 002; Zhen Chen 013 (MICCAI (6), 2023)

Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels. - Xiaohan Xing; Zhen Chen 013; Zhifan Gao; Yixuan Yuan (MICCAI (6), 2023)

Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification. - Qiushi Yang; Zhen Chen 013; Yixuan Yuan (IEEE Trans. Medical Imaging, 2023)

FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting. - Meilu Zhu; Zhen Chen 013; Yixuan Yuan (IEEE Trans. Medical Imaging, 2023)

Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis. - Xiaohan Xing; Zhen Chen 013; Yuenan Hou; Yixuan Yuan (Medical Image Anal., 2023)

Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks. - Xinyu Liu 001; Baopu Li; Zhen Chen 013; Yixuan Yuan (Int. J. Comput. Vis., 2023)

Medical federated learning with joint graph purification for noisy label learning. - Zhen Chen 013; Wuyang Li; Xiaohan Xing; Yixuan Yuan (Medical Image Anal., 2023)

Focus on Focus: Focus-oriented Representation Learning and Multi-view Cross-modal Alignment for Glioma Grading. - Li Pan 004; Yupei Zhang; Qiushi Yang; Tan Li 002; Xiaohan Xing; Maximus C. F. Yeung; Zhen Chen 013 (BIBM, 2024)

[inline-graphic not available: see fulltext]Endora: Video Generation Models as Endoscopy Simulators. - Chenxin Li; Hengyu Liu 007; Yifan Liu 010; Brandon Y. Feng; Wuyang Li; Xinyu Liu 001; Zhen Chen 013; Jing Shao; Yixuan Yuan (MICCAI (6), 2024)

MOST: Multi-formation Soft Masking for Semi-supervised Medical Image Segmentation. - Xinyu Liu 001; Zhen Chen 013; Yixuan Yuan (MICCAI (11), 2024)

Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM. - Chenxin Li; Yuzhi Huang; Wuyang Li; Hengyu Liu 007; Xinyu Liu 001; Qing Xu 014; Zhen Chen 013; Yue Huang 001; Yixuan Yuan (NeurIPS, 2024)

UN-SAM: Universal Prompt-Free Segmentation for Generalized Nuclei Images. - Zhen Chen 013; Qing Xu 014; Xinyu Liu 001; Yixuan Yuan (CoRR, 2024)

Endora: Video Generation Models as Endoscopy Simulators. - Chenxin Li; Hengyu Liu 007; Yifan Liu 010; Brandon Y. Feng; Wuyang Li; Xinyu Liu 001; Zhen Chen 013; Jing Shao; Yixuan Yuan (CoRR, 2024)

ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation. - Qing Xu 014; Jiaxuan Li; Xiangjian He; Ziyu Liu; Zhen Chen 013; Wenting Duan; Chenxin Li; Maggie M. He; Fiseha B. Tesema; Wooi Ping Cheah; Yi Wang 037; Rong Qu; et al. (CoRR, 2024)

Mask-aware transformer with structure invariant loss for CT translation. - Wenting Chen; Wei Zhao 040; Zhen Chen 013; Tianming Liu 001; Li Liu 017; Jun Liu 007; Yixuan Yuan (Medical Image Anal., 2024)

Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading. - Xiaohan Xing; Meilu Zhu; Zhen Chen 013; Yixuan Yuan (Medical Image Anal., 2024)

U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation. - Chenxin Li; Xinyu Liu 001; Wuyang Li; Cheng Wang; Hengyu Liu 007; Yifan Liu 010; Zhen Chen 013; Yixuan Yuan (AAAI, 2025)

Long-tailed medical diagnosis with relation-aware representation learning and iterative classifier calibration. - Li Pan 004; Yupei Zhang; Qiushi Yang; Tan Li 002; Zhen Chen 013 (Comput. Biol. Medicine, 2025)

NuSegDG: Integration of heterogeneous space and Gaussian kernel for domain-generalized nuclei segmentation. - Zhenye Lou; Qing Xu 014; Zekun Jiang; Xiangjian He; Chenxin Li; Zhen Chen 013; Yi Wang 037; Maggie M. He; Wenting Duan (Knowl. Based Syst., 2025)

UN-SAM: Domain-adaptive self-prompt segmentation for universal nuclei images. - Zhen Chen 013; Qing Xu 014; Xinyu Liu 001; Yixuan Yuan (Medical Image Anal., 2025)

Polyp-Gen: Realistic and Diverse Polyp Image Generation for Endoscopic Dataset Expansion. - Shengyuan Liu; Zhen Chen 013; Qiushi Yang; Weihao Yu 005; Di Dong; Jiancong Hu; Yixuan Yuan (CoRR, 2025)

MAP: Evaluation and Multi-Agent Enhancement of Large Language Models for Inpatient Pathways. - Zhen Chen 013; Zhihao Peng 002; Xusheng Liang; Cheng Wang; Peigan Liang; Linsheng Zeng; Minjie Ju; Yixuan Yuan (CoRR, 2025)

HRMedSeg: Unlocking High-resolution Medical Image segmentation via Memory-efficient Attention Modeling. - Qing Xu 014; Zhenye Lou; Chenxin Li; Xiangjian He; Rong Qu; Fiseha Berhanu Tesema; Yi Wang 037; Wenting Duan; Zhen Chen 013 (CoRR, 2025)

Exploring Contrastive Pre-Training for Domain Connections in Medical Image Segmentation. - Zequn Zhang; Yun Jiang; Yunnan Wang; Baao Xie; Wenyao Zhang; Yuhang Li; Zhen Chen 013; Xin Jin 014; Wenjun Zeng 001 (IEEE Trans. Medical Imaging, 2025)

Unified Multi-Modal Diagnostic Framework With Reconstruction Pre-Training and Heterogeneity-Combat Tuning. - Yupei Zhang; Li Pan 004; Qiushi Yang; Tan Li 002; Zhen Chen 013 (IEEE J. Biomed. Health Informatics, 2025)

Relation-Guided Versatile Regularization for Federated Semi-Supervised Learning. - Qiushi Yang; Zhen Chen 013; Zhe Peng; Yixuan Yuan (Int. J. Comput. Vis., 2025)