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A Deep Learning Inference Scheme Based on Pipelined Matrix Multiplication Acceleration Design and Non-uniform Quantization


Oct 10, 2021
Yuyang Zhang, Dik Hin Leung, Min Guo, Yijia Xiao, Haoyue Liu, Yunfei Li, Jiyuan Zhang, Guan Wang, Zhen Chen


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Personalized Retrogress-Resilient Framework for Real-World Medical Federated Learning


Oct 01, 2021
Zhen Chen, Meilu Zhu, Chen Yang, Yixuan Yuan

* MICCAI 2021 Oral. Code and dataset available at https://github.com/CityU-AIM-Group/PRR-FL 

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Deep Neural Network Modeling of Unknown Partial Differential Equations in Nodal Space


Jun 07, 2021
Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu


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Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising


May 24, 2021
Dongbo Xi, Zhen Chen, Peng Yan, Yinger Zhang, Yongchun Zhu, Fuzhen Zhuang, Yu Chen

* accepted by KDD21 

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Data-driven learning of non-autonomous systems


Jun 02, 2020
Tong Qin, Zhen Chen, John Jakeman, Dongbin Xiu


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Methods to Recover Unknown Processes in Partial Differential Equations Using Data


Mar 05, 2020
Zhen Chen, Kailiang Wu, Dongbin Xiu

* 21 pages, 11 figures 

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On generalized residue network for deep learning of unknown dynamical systems


Jan 23, 2020
Zhen Chen, Dongbin Xiu


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Complementary Network with Adaptive Receptive Fields for Melanoma Segmentation


Jan 12, 2020
Xiaoqing Guo, Zhen Chen, Yixuan Yuan

* IEEE International Symposium on Biomedical Imaging (ISBI 2020) 
* 4 pages, 4 figures 

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Parameterized Synthetic Image Data Set for Fisheye Lens


Nov 12, 2018
Zhen Chen, Anthimos Georgiadis

* 2018 5th International Conference on Information Science and Control Engineering 

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Deep Learning Framework for Multi-class Breast Cancer Histology Image Classification


Feb 03, 2018
Yeeleng S. Vang, Zhen Chen, Xiaohui Xie

* 8 pages, 2 figures, 3 tables, ICIAR2018 workshop 

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