BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification

Jing Zhang; Xiaowei Yu; Tong Chen; Chao Cao; Minheng Chen; Yan Zhuang; Yanjun Lyu; Lu Zhang; Li Su; Tianming Liu; Dajiang Zhu

doi:10.1109/ICDMW69685.2025.00241

BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification

Jing Zhang
, Xiaowei Yu
, Tong Chen
, Chao Cao
, Minheng Chen
, Yan Zhuang
, Yanjun Lyu
, Lu Zhang
, Li Su
, Tianming Liu
, Dajiang Zhu

Computer Science

University of Texas at Arlington
University of Indianapolis
University of Cambridge
University of Sheffield
University of Georgia

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025
Publisher	IEEE Computer Society
Pages	1995-2001
Number of pages	7
ISBN (Electronic)	9798331581329
DOIs	https://doi.org/10.1109/ICDMW69685.2025.00241
State	Published - 2025
Event	25th IEEE International Conference on Data Mining Workshops, ICDMW 2025 - Washington, United States Duration: Nov 12 2025 → Nov 15 2025

Publication series

Name	IEEE International Conference on Data Mining Workshops, ICDMW
ISSN (Print)	2375-9232
ISSN (Electronic)	2375-9259

Conference

Conference	25th IEEE International Conference on Data Mining Workshops, ICDMW 2025
Country/Territory	United States
City	Washington
Period	11/12/25 → 11/15/25

ASJC Scopus Subject Areas

Software
Computer Science Applications

Keywords

Brain inspired AI
Dementia
Mix of Experts

Access to Document

10.1109/ICDMW69685.2025.00241

Cite this

Zhang, J., Yu, X., Chen, T., Cao, C., Chen, M., Zhuang, Y., Lyu, Y., Zhang, L., Su, L., Liu, T., & Zhu, D. (2025). BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification. In Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025 (pp. 1995-2001). (IEEE International Conference on Data Mining Workshops, ICDMW). IEEE Computer Society. https://doi.org/10.1109/ICDMW69685.2025.00241

BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification. / Zhang, Jing; Yu, Xiaowei; Chen, Tong et al.
Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. IEEE Computer Society, 2025. p. 1995-2001 (IEEE International Conference on Data Mining Workshops, ICDMW).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Zhang, J, Yu, X, Chen, T, Cao, C, Chen, M, Zhuang, Y, Lyu, Y, Zhang, L, Su, L, Liu, T & Zhu, D 2025, BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification. in Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. IEEE International Conference on Data Mining Workshops, ICDMW, IEEE Computer Society, pp. 1995-2001, 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025, Washington, United States, 11/12/25. https://doi.org/10.1109/ICDMW69685.2025.00241

Zhang J, Yu X, Chen T, Cao C, Chen M, Zhuang Y et al. BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification. In Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025. IEEE Computer Society. 2025. p. 1995-2001. (IEEE International Conference on Data Mining Workshops, ICDMW). doi: 10.1109/ICDMW69685.2025.00241

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title = "BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification",

keywords = "Brain inspired AI, Dementia, Mix of Experts",

author = "Jing Zhang and Xiaowei Yu and Tong Chen and Chao Cao and Minheng Chen and Yan Zhuang and Yanjun Lyu and Lu Zhang and Li Su and Tianming Liu and Dajiang Zhu",

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AU - Zhang, Jing

AU - Yu, Xiaowei

AU - Chen, Tong

AU - Cao, Chao

AU - Chen, Minheng

AU - Zhuang, Yan

AU - Lyu, Yanjun

AU - Zhang, Lu

AU - Su, Li

AU - Liu, Tianming

AU - Zhu, Dajiang

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M3 - Conference contribution

AN - SCOPUS:105035385138

T3 - IEEE International Conference on Data Mining Workshops, ICDMW

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EP - 2001

BT - Proceedings - 25th IEEE International Conference on Data Mining Workshops, ICDMW 2025

PB - IEEE Computer Society

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ER -

BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

Access to Document

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