Publications by authors named "Xiubin Zhu"

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FedMPS: Federated Learning in a Synergy of Multi-Level Prototype-Based Contrastive Learning and Soft Label Generation.
Wenxin Yang, Xingchen Hu, Xiubin Zhu, Rouwan Wu, Witold Pedrycz

IEEE Trans Neural Netw Learn Syst· October 2025

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From Numeric to Granular Models: A Quest for Error and Performance Analysis.
Xiubin Zhu, Witold Pedrycz, Ting Qu, Zhiwu Li

IEEE Trans Cybern· January 2024

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A Design of Granular Classifier Based on Granular Data Descriptors.
Xiubin Zhu, Dan Wang, Witold Pedrycz, Zhiwu Li

IEEE Trans Cybern· March 2023

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A Granular Approach to Interval Output Estimation for Rule-Based Fuzzy Models.
Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans Cybern· July 2022

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Optimization of Granulation-Degranulation Mechanism Through Neurocomputing.
Peng Nie, Xiubin Zhu, Witold Pedrycz, Zhengfeng Ming, Zhiwu Li

IEEE Trans Cybern· June 2022

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A Two-Stage Approach for Constructing Type-2 Information Granules.
Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans Cybern· April 2022

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A Development of Granular Input Space in System Modeling.
Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans Cybern· March 2021

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Development and Analysis of Neural Networks Realized in the Presence of Granular Data.
Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans Neural Netw Learn Syst· September 2020

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Granular Data Description: Designing Ellipsoidal Information Granules.
Xiubin Zhu, Witold Pedrycz, Zhiwu Li

IEEE Trans Cybern· December 2017

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