Yukun Zhou

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 54

Top Topics

Vessel Segmentation

Weakly Supervised

Expectation Maximization

Storage Systems

Top Venues

Medical Image Anal.

Publications

Ziheng Qin, Zhaopan Xu, Yukun Zhou, Zangwei Zheng, Zebang Cheng, Hao Tang, Lei Shang, Baigui Sun, Xiaojiang Peng, Radu Timofte, Hongxun Yao, Kai Wang, Yang You
Dataset Growth. CoRR (2024)
Kai Wang, Zhaopan Xu, Yukun Zhou, Zelin Zang, Trevor Darrell, Zhuang Liu, Yang You
Neural Network Diffusion. CoRR (2024)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander
CF-Loss: Clinically-relevant feature optimised loss function for retinal multi-class vessel segmentation and vascular feature measurement. Medical Image Anal. 93 (2024)
Moucheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Expectation maximisation pseudo labels. Medical Image Anal. 94 (2024)
Kai Wang, Yukun Zhou, Mingjia Shi, Zhihang Yuan, Yuzhang Shang, Xiaojiang Peng, Hanwang Zhang, Yang You
A Closer Look at Time Steps is Worthy of Triple Speed-Up for Diffusion Model Training. CoRR (2024)
Xiaosong Wang, Xiaofan Zhang, Guotai Wang, Junjun He, Zhongyu Li, Wentao Zhu, Yi Guo, Qi Dou, Xiaoxiao Li, Dequan Wang, Liang Hong, Qicheng Lao, Tong Ruan, Yukun Zhou, Yixue Li, Jie Zhao, Kang Li, Xin Sun, Lifeng Zhu, Shaoting Zhang
OpenMEDLab: An Open-source Platform for Multi-modality Foundation Models in Medicine. CoRR (2024)
Meng Wang, Tian Lin, Aidi Lin, Kai Yu, Yuanyuan Peng, Lianyu Wang, Cheng Chen, Ke Zou, Huiyu Liang, Man Chen, Xue Yao, Meiqin Zhang, Binwei Huang, Chaoxin Zheng, Peixin Zhang, Wei Chen, Yilong Luo, Yifan Chen, Honghe Xia, Tingkun Shi, Qi Zhang, Jinming Guo, Xiaolin Chen, Jingcheng Wang, Yih Chung Tham, Dianbo Liu, Wendy Wong, Sahil Thakur, Beau Fenner, Danqi Fang, Siying Liu, Qingyun Liu, Yuqiang Huang, Hongqiang Zeng, Yanda Meng, Yukun Zhou, Zehua Jiang, Minghui Qiu, Changqing Zhang, Xinjian Chen, Sophia Y. Wang, Cecilia S. Lee, Lucia Sobrin, Carol Y. Cheung, Chi Pui Pang, Pearse A Keane, Ching-Yu Cheng, Haoyu Chen, Huazhu Fu
Common and Rare Fundus Diseases Identification Using Vision-Language Foundation Model with Knowledge of Over 400 Diseases. CoRR (2024)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob
MisMatch: Calibrated Segmentation via Consistency on Differential Morphological Feature Perturbations With Limited Labels. IEEE Trans. Medical Imaging 42 (10) (2023)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Expectation Maximization Pseudo Labelling for Segmentation with Limited Annotations. CoRR (2023)
Peng Du, Xiaofeng Niu, Xukun Li, Chiqing Ying, Yukun Zhou, Chang He, Shuangzhi Lv, Xiaoli Liu, Weibo Du, Wei Wu
Automatically transferring supervised targets method for segmenting lung lesion regions with CT imaging. BMC Bioinform. 24 (1) (2023)
Xueyong Zhang, Dingyuan Wei, Shengyuan Geng, Yukun Zhou, Yongchang Li, Yuan Liu
Sound Source Identification Combining Compressed Sensing Sparse Sampling and Equivalent Source Method. ICAC (2023)
Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu, Yukun Zhou, Matteo Figini, Daniel C. Alexander
Progressive Subsampling for Oversampled Data - Application to Quantitative MRI. CoRR (2022)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-supervised Segmentation. MICCAI (5) (2022)
Shan Huang, Dezun Dong, Lingbin Zeng, Zejia Zhou, Yukun Zhou, Xiangke Liao
DC4: Reconstructing Data-Credit-Coupled Congestion Control for Data Centers. ICPP (2022)
An Zhao, Ahmed H. Shahin, Yukun Zhou, Eyjolfur Gudmundsson, Adam Szmul, Nesrin Mogulkoc, Frouke Van Beek, Christopher Brereton, Hendrik W. Van Es, Katarina Pontoppidan, Recep Savas, Timothy Wallis, Omer Unat, Marcel Veltkamp, Mark G. Jones, Coline H. M. Van Moorsel, David Barber, Joseph Jacob, Daniel C. Alexander
Prognostic Imaging Biomarker Discovery in Survival Analysis for Idiopathic Pulmonary Fibrosis. MICCAI (8) (2022)
Yukun Zhou, Dezun Dong, Zhengbin Pang, Junhong Ye, Feng Jin
Fast-Converging Congestion Control in Datacenter Networks. ISCC (2022)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Stefano B. Blumberg, An Zhao, Siegfried K. Wagner, Pearse A. Keane, Daniel C. Alexander
VAFO-Loss: VAscular Feature Optimised Loss Function for Retinal Artery/Vein Segmentation. CoRR (2022)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation. MIDL (2022)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Joseph Jacob
Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation. CoRR (2022)
Stefano B. Blumberg, Hongxiang Lin, Francesco Grussu, Yukun Zhou, Matteo Figini, Daniel C. Alexander
Progressive Subsampling for Oversampled Data - Application to Quantitative MRI. MICCAI (6) (2022)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Marius de Groot, Daniel C. Alexander, Neil P. Oxtoby, Yipeng Hu, Joseph Jacob
Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation. CoRR (2022)
Yukun Zhou, Ningsheng Wu, Baidong Hu, Yitao Zhang, Jingyun Qiu, Weiming Cai
Implementation and Performance of Face Recognition Payment System Securely Encrypted by SM4 Algorithm. Inf. 13 (7) (2022)
Qijin Chen, Yukun Zhou, Bole Fang, Quan Zhang, Xiaoji Niu
Experimental Study on the Potential of Vehicle's Attitude Response to Railway Track Irregularity in Precise Train Localization. IEEE Trans. Intell. Transp. Syst. 23 (11) (2022)
Yukun Zhou, Qijin Chen, Rongsheng Wang, Guiliang Jia, Xiaoji Niu
Onboard Train Localization Based on Railway Track Irregularity Matching. IEEE Trans. Instrum. Meas. 71 (2022)
Stefano B. Blumberg, Hongxiang Lin, Yukun Zhou, Paddy Slator, Daniel C. Alexander
An Experiment Design Paradigm using Joint Feature Selection and Task Optimization. CoRR (2022)
Yukun Zhou, Dezun Dong, Zhengbin Pang, Junhong Ye, Feng Jin
ERA: ECN-Ratio-Based Congestion Control in Datacenter Networks. CCGRID (2022)
Yukun Zhou, Zailiang Chen, Hailan Shen, Xianxian Zheng, Rongchang Zhao, Xuanchu Duan
A refined equilibrium generative adversarial network for retinal vessel segmentation. Neurocomputing 437 (2021)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse A. Keane, Daniel C. Alexander
Learning to Address Intra-segment Misclassification in Retinal Imaging. CoRR (2021)
Mou-Cheng Xu, Yukun Zhou, Chen Jin, Stefano B. Blumberg, Frederick J. Wilson, Marius de Groot, Neil P. Oxtoby, Daniel C. Alexander, Joseph Jacob
MisMatch: Learning to Change Predictive Confidences with Attention for Consistency-Based, Semi-Supervised Medical Image Segmentation. CoRR (2021)
Xukun Li, Yukun Zhou, Peng Du, Guanjing Lang, Min Xu, Wei Wu
A deep learning system that generates quantitative CT reports for diagnosing pulmonary Tuberculosis. Appl. Intell. 51 (6) (2021)
Zehua Guo, Ryan Dailey, Tangtao Feng, Yukun Zhou, Zhongning Sun, Michael L. Corradini, Jun Wang
Uncertainty analysis of ATF Cr-coated-Zircaloy on BWR in-vessel accident progression during a station blackout. Reliab. Eng. Syst. Saf. 213 (2021)
Hongxiang Lin, Yukun Zhou, Paddy J. Slator, Daniel C. Alexander
Generalised Super Resolution for Quantitative MRI Using Self-supervised Mixture of Experts. MICCAI (6) (2021)
Yukun Zhou, Moucheng Xu, Yipeng Hu, Hongxiang Lin, Joseph Jacob, Pearse A. Keane, Daniel C. Alexander
Learning to Address Intra-segment Misclassification in Retinal Imaging. MICCAI (1) (2021)
Yukun Zhou, Baidong Hu, Yitao Zhang, Weiming Cai
Implementation of Cryptographic Algorithm in Dynamic QR Code Payment System and Its Performance. IEEE Access 9 (2021)
Wen Xia, Xiangyu Zou, Hong Jiang, Yukun Zhou, Chuanyi Liu, Dan Feng, Yu Hua, Yuchong Hu, Yucheng Zhang
The Design of Fast Content-Defined Chunking for Data Deduplication Based Storage Systems. IEEE Trans. Parallel Distributed Syst. 31 (9) (2020)
Zailiang Chen, Xianxian Zheng, Hailan Shen, Ziyang Zeng, Yukun Zhou, Rongchang Zhao
Improving Knowledge Distillation via Category Structure. ECCV (28) (2020)
Wei Wu, Yu Shi, Xukun Li, Yukun Zhou, Peng Du, Shuangzhi Lv, Tingbo Liang, Jifang Sheng
Deep learning to estimate the physical proportion of infected region of lung for COVID-19 pneumonia with CT image set. CoRR (2020)
Yukun Zhou, Zailiang Chen, Hailan Shen, Peng Peng, Ziyang Zeng, Xianxian Zheng
A Symmetric Equilibrium Generative Adversarial Network with Attention Refine Block for Retinal Vessel Segmentation. CoRR (2019)
Yukun Zhou, Qijin Chen, Xiaoji Niu
Kinematic Measurement of the Railway Track Centerline Position by GNSS/INS/Odometer Integration. IEEE Access 7 (2019)
Yukun Zhou, Zailiang Chen, Hailan Shen, Qing Liu, Rongchang Zhao, Yixiong Liang
Dual-attention Focused Module for Weakly Supervised Object Localization. CoRR (2019)
Pengfei Zuo, Yu Hua, Cong Wang, Wen Xia, Shunde Cao, Yukun Zhou, Yuanyuan Sun
Mitigating Traffic-Based Side Channel Attacks in Bandwidth-Efficient Cloud Storage. IPDPS (2018)
Fangting Huang, Dan Feng, Wen Xia, Wen Zhou, Yucheng Zhang, Min Fu, Chuntao Jiang, Yukun Zhou
Enhancing security of NVM-based main memory with dynamic Feistel network mapping. Frontiers Inf. Technol. Electron. Eng. 19 (7) (2018)
Ruiping Luo, Zijie Feng, Guannan Shen, Yi Xiu, Yukun Zhou, Xiaodi Niu, Hongsu Wang
Acetylcholinesterase Biosensor Based On Mesoporous Hollow Carbon Spheres/Core-Shell Magnetic Nanoparticles-Modified Electrode for the Detection of Organophosphorus Pesticides. Sensors 18 (12) (2018)
Yukun Zhou, Dan Feng, Yu Hua, Wen Xia, Min Fu, Fangting Huang, Yucheng Zhang
A similarity-aware encrypted deduplication scheme with flexible access control in the cloud. Future Gener. Comput. Syst. 84 (2018)
Yukun Zhou, Dan Feng, Wen Xia, Min Fu, Yu Xiao
DARM: A Deduplication-Aware Redundancy Management Approach for Reliable-Enhanced Storage Systems. ICA3PP (2) (2018)
Pengfei Zuo, Yu Hua, Cong Wang, Wen Xia, Shunde Cao, Yukun Zhou, Yuanyuan Sun
Bandwidth-efficient Storage Services for Mitigating Side Channel Attack. CoRR (2017)
Yucheng Zhang, Dan Feng, Yu Hua, Yuchong Hu, Wen Xia, Min Fu, Xiaolan Tang, Zhikun Wang, Fangting Huang, Yukun Zhou
Reducing Chunk Fragmentation for In-Line Delta Compressed and Deduplicated Backup Systems. NAS (2017)
Chunguang Li, Dan Feng, Yu Hua, Wen Xia, Leihua Qin, Yue Huang, Yukun Zhou
BAC: Bandwidth-aware compression for efficient live migration of virtual machines. INFOCOM (2017)
Pengfei Zuo, Yu Hua, Cong Wang, Wen Xia, Shunde Cao, Yukun Zhou, Yuanyuan Sun
Mitigating traffic-based side channel attacks in bandwidth-efficient cloud storage. SoCC (2017)
Yucheng Zhang, Dan Feng, Hong Jiang, Wen Xia, Min Fu, Fangting Huang, Yukun Zhou
A Fast Asymmetric Extremum Content Defined Chunking Algorithm for Data Deduplication in Backup Storage Systems. IEEE Trans. Computers 66 (2) (2017)
Wen Xia, Yukun Zhou, Hong Jiang, Dan Feng, Yu Hua, Yuchong Hu, Qing Liu, Yucheng Zhang
FastCDC: a Fast and Efficient Content-Defined Chunking Approach for Data Deduplication. USENIX Annual Technical Conference (2016)
Zijin Han, Wen Xia, Yuchong Hu, Dan Feng, Yucheng Zhang, Yukun Zhou, Min Fu, Liang Gu
DEC: An Efficient Deduplication-Enhanced Compression Approach. ICPADS (2016)
Fangting Huang, Dan Feng, Wen Xia, Wen Zhou, Yucheng Zhang, Min Fu, Chuntao Jiang, Yukun Zhou
Security RBSG: Protecting Phase Change Memory with Security-Level Adjustable Dynamic Mapping. IPDPS (2016)
Wen Xia, Hong Jiang, Dan Feng, Fred Douglis, Philip Shilane, Yu Hua, Min Fu, Yucheng Zhang, Yukun Zhou
A Comprehensive Study of the Past, Present, and Future of Data Deduplication. Proc. IEEE 104 (9) (2016)
Yucheng Zhang, Hong Jiang, Dan Feng, Wen Xia, Min Fu, Fangting Huang, Yukun Zhou
AE: An Asymmetric Extremum content defined chunking algorithm for fast and bandwidth-efficient data deduplication. INFOCOM (2015)
Yukun Zhou, Dan Feng, Wen Xia, Min Fu, Fangting Huang, Yucheng Zhang, Chunguang Li
SecDep: A user-aware efficient fine-grained secure deduplication scheme with multi-level key management. MSST (2015)
Wen Xia, Hong Jiang, Dan Feng, Lei Tian, Min Fu, Yukun Zhou
Ddelta: A deduplication-inspired fast delta compression approach. Perform. Evaluation 79 (2014)