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Zhen Chen
ORCID
Publication Activity (10 Years)
Years Active: 2018-2024
Publications (10 Years): 29
Top Topics
Image Classification
Convolutional Neural Networks
Medical Diagnosis
Receptive Fields
Top Venues
Medical Image Anal.
IEEE Trans. Medical Imaging
CoRR
MICCAI (5)
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Publications
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Xiaohan Xing
,
Meilu Zhu
,
Zhen Chen
,
Yixuan Yuan
Comprehensive learning and adaptive teaching: Distilling multi-modal knowledge for pathological glioma grading.
Medical Image Anal.
91 (2024)
Xinyu Liu
,
Baopu Li
,
Zhen Chen
,
Yixuan Yuan
Generalized Gradient Flow Based Saliency for Pruning Deep Convolutional Neural Networks.
Int. J. Comput. Vis.
131 (12) (2023)
Qiushi Yang
,
Zhen Chen
,
Yixuan Yuan
Hierarchical Bias Mitigation for Semi-Supervised Medical Image Classification.
IEEE Trans. Medical Imaging
42 (8) (2023)
Meilu Zhu
,
Zhen Chen
,
Yixuan Yuan
FedDM: Federated Weakly Supervised Segmentation via Annotation Calibration and Gradient De-Conflicting.
IEEE Trans. Medical Imaging
42 (6) (2023)
Xiaohan Xing
,
Zhen Chen
,
Zhifan Gao
,
Yixuan Yuan
Gradient and Feature Conformity-Steered Medical Image Classification with Noisy Labels.
MICCAI (6)
(2023)
Zhen Chen
,
Wuyang Li
,
Xiaohan Xing
,
Yixuan Yuan
Medical federated learning with joint graph purification for noisy label learning.
Medical Image Anal.
90 (2023)
Xiaohan Xing
,
Zhen Chen
,
Yuenan Hou
,
Yixuan Yuan
Gradient modulated contrastive distillation of low-rank multi-modal knowledge for disease diagnosis.
Medical Image Anal.
88 (2023)
Zhen Chen
,
Jie Liu
,
Meilu Zhu
,
Peter Y. M. Woo
,
Yixuan Yuan
Instance importance-Aware graph convolutional network for 3D medical diagnosis.
Medical Image Anal.
78 (2022)
Qiushi Yang
,
Xinyu Liu
,
Zhen Chen
,
Bulat Ibragimov
,
Yixuan Yuan
Semi-supervised Medical Image Classification with Temporal Knowledge-Aware Regularization.
MICCAI (8)
(2022)
Xiaoqing Guo
,
Zhen Chen
,
Jun Liu
,
Yixuan Yuan
Non-equivalent images and pixels: Confidence-aware resampling with meta-learning mixup for polyp segmentation.
Medical Image Anal.
78 (2022)
Xiaohan Xing
,
Zhen Chen
,
Meilu Zhu
,
Yuenan Hou
,
Zhifan Gao
,
Yixuan Yuan
Discrepancy and Gradient-Guided Multi-modal Knowledge Distillation for Pathological Glioma Grading.
MICCAI (5)
(2022)
Chen Yang
,
Xiaoqing Guo
,
Zhen Chen
,
Yixuan Yuan
Source free domain adaptation for medical image segmentation with fourier style mining.
Medical Image Anal.
79 (2022)
Qiushi Yang
,
Xiaoqing Guo
,
Zhen Chen
,
Peter Y. M. Woo
,
Yixuan Yuan
-Net: Dual Disentanglement Network for Brain Tumor Segmentation With Missing Modalities.
IEEE Trans. Medical Imaging
41 (10) (2022)
Zhen Chen
,
Chen Yang
,
Meilu Zhu
,
Zhe Peng
,
Yixuan Yuan
Personalized Retrogress-Resilient Federated Learning Toward Imbalanced Medical Data.
IEEE Trans. Medical Imaging
41 (12) (2022)
Zhen Chen
,
Jun Zhang
,
Shuanlong Che
,
Junzhou Huang
,
Xiao Han
,
Yixuan Yuan
Diagnose Like A Pathologist: Weakly-Supervised Pathologist-Tree Network for Slide-Level Immunohistochemical Scoring.
AAAI
(2021)
Zhen Chen
,
Xiaoqing Guo
,
Peter Y. M. Woo
,
Yixuan Yuan
Super-Resolution Enhanced Medical Image Diagnosis With Sample Affinity Interaction.
IEEE Trans. Medical Imaging
40 (5) (2021)
Zhen Chen
,
Meilu Zhu
,
Chen Yang
,
Yixuan Yuan
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning.
CoRR
(2021)
Wuyang Li
,
Zhen Chen
,
Baopu Li
,
Dingwen Zhang
,
Yixuan Yuan
HTD: Heterogeneous Task Decoupling for Two-Stage Object Detection.
IEEE Trans. Image Process.
30 (2021)
Xinyu Liu
,
Baopu Li
,
Zhen Chen
,
Yixuan Yuan
Exploring Gradient Flow Based Saliency for DNN Model Compression.
CoRR
(2021)
Meilu Zhu
,
Zhen Chen
,
Yixuan Yuan
DSI-Net: Deep Synergistic Interaction Network for Joint Classification and Segmentation With Endoscope Images.
IEEE Trans. Medical Imaging
40 (12) (2021)
Xinyu Liu
,
Baopu Li
,
Zhen Chen
,
Yixuan Yuan
Exploring Gradient Flow Based Saliency for DNN Model Compression.
ACM Multimedia
(2021)
Zhen Chen
,
Meilu Zhu
,
Chen Yang
,
Yixuan Yuan
Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning.
MICCAI (3)
(2021)
Zhen Chen
,
Xiaoqing Guo
,
Chen Yang
,
Bulat Ibragimov
,
Yixuan Yuan
Joint Spatial-Wavelet Dual-Stream Network for Super-Resolution.
MICCAI (5)
(2020)
Xiaoqing Guo
,
Zhen Chen
,
Yixuan Yuan
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation.
ISBI
(2020)
Zhen Chen
,
Zhibo Chen
,
Jianxin Lin
,
Sen Liu
,
Weiping Li
Deep Neural Network Acceleration Based on Low-Rank Approximated Channel Pruning.
IEEE Trans. Circuits Syst. I Fundam. Theory Appl.
(4) (2020)
Xiaoqing Guo
,
Zhen Chen
,
Yixuan Yuan
Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation.
CoRR
(2020)
Zikun Liu
,
Zhen Chen
,
Weiping Li
Importance-Aware Filter Selection for Convolutional Neural Network Acceleration.
VCIP
(2019)
Zhen Chen
,
Jianxin Lin
,
Sen Liu
,
Zhibo Chen
,
Weiping Li
,
Jin Zhao
,
Wei Yan
Exploiting Weight-Level Sparsity in Channel Pruning with Low-Rank Approximation.
ISCAS
(2019)
Zhen Chen
,
Jianxin Lin
,
Sen Liu
,
Jun Xia
,
Weiping Li
Decouple and Stretch: A Boost to Channel Pruning.
IPCCC
(2018)