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<titleInfo><title>Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations</title></titleInfo>


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<name type="personal">
  <namePart type="given">Ren</namePart>
  <namePart type="family">Ozeki</namePart>
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<name type="personal">
  <namePart type="given">Mohamed</namePart>
  <namePart type="family">Rihan</namePart>
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  <namePart type="given">Hamada</namePart>
  <namePart type="family">Rizk</namePart>
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  <namePart type="given">Bho</namePart>
  <namePart type="family">Matthiesen</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">126292</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0002-4582-3938</description></name>
<name type="personal">
  <namePart type="given">Armin</namePart>
  <namePart type="family">Dekorsy</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
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  <namePart type="given">Hirozumi</namePart>
  <namePart type="family">Yamaguchi</namePart>
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<originInfo><publisher>Institute of Electrical and Electronics Engineers (IEEE)</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<relatedItem type="host"><titleInfo><title>IEEE Open Journal of the Communications Society</title></titleInfo>
  <identifier type="issn">2644-125X</identifier><identifier type="doi">10.1109/ojcoms.2026.3712413</identifier>
<part><detail type="volume"><number>7</number></detail><extent unit="pages">8056-8072</extent>
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<mla>Ozeki, Ren, et al. “Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations.” &lt;i&gt;IEEE Open Journal of the Communications Society&lt;/i&gt;, vol. 7, Institute of Electrical and Electronics Engineers (IEEE), 2026, pp. 8056–72, doi:&lt;a href=&quot;https://doi.org/10.1109/ojcoms.2026.3712413&quot;&gt;10.1109/ojcoms.2026.3712413&lt;/a&gt;.</mla>
<bibtex>@article{Ozeki_Rihan_Rizk_Matthiesen_Dekorsy_Yamaguchi_2026, title={Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations}, volume={7}, DOI={&lt;a href=&quot;https://doi.org/10.1109/ojcoms.2026.3712413&quot;&gt;10.1109/ojcoms.2026.3712413&lt;/a&gt;}, journal={IEEE Open Journal of the Communications Society}, publisher={Institute of Electrical and Electronics Engineers (IEEE)}, author={Ozeki, Ren and Rihan, Mohamed and Rizk, Hamada and Matthiesen, Bho and Dekorsy, Armin and Yamaguchi, Hirozumi}, year={2026}, pages={8056–8072} }</bibtex>
<ama>Ozeki R, Rihan M, Rizk H, Matthiesen B, Dekorsy A, Yamaguchi H. Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations. &lt;i&gt;IEEE Open Journal of the Communications Society&lt;/i&gt;. 2026;7:8056-8072. doi:&lt;a href=&quot;https://doi.org/10.1109/ojcoms.2026.3712413&quot;&gt;10.1109/ojcoms.2026.3712413&lt;/a&gt;</ama>
<ieee>R. Ozeki, M. Rihan, H. Rizk, B. Matthiesen, A. Dekorsy, and H. Yamaguchi, “Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations,” &lt;i&gt;IEEE Open Journal of the Communications Society&lt;/i&gt;, vol. 7, pp. 8056–8072, 2026, doi: &lt;a href=&quot;https://doi.org/10.1109/ojcoms.2026.3712413&quot;&gt;10.1109/ojcoms.2026.3712413&lt;/a&gt;.</ieee>
<apa>Ozeki, R., Rihan, M., Rizk, H., Matthiesen, B., Dekorsy, A., &amp;#38; Yamaguchi, H. (2026). Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations. &lt;i&gt;IEEE Open Journal of the Communications Society&lt;/i&gt;, &lt;i&gt;7&lt;/i&gt;, 8056–8072. &lt;a href=&quot;https://doi.org/10.1109/ojcoms.2026.3712413&quot;&gt;https://doi.org/10.1109/ojcoms.2026.3712413&lt;/a&gt;</apa>
<short>R. Ozeki, M. Rihan, H. Rizk, B. Matthiesen, A. Dekorsy, H. Yamaguchi, IEEE Open Journal of the Communications Society 7 (2026) 8056–8072.</short>
<chicago>Ozeki, Ren, Mohamed Rihan, Hamada Rizk, Bho Matthiesen, Armin Dekorsy, and Hirozumi Yamaguchi. “Clustered Federated Learning With Contrastive Loss and Staleness-Aware Aggregation for LEO Satellite Constellations.” &lt;i&gt;IEEE Open Journal of the Communications Society&lt;/i&gt; 7 (2026): 8056–72. &lt;a href=&quot;https://doi.org/10.1109/ojcoms.2026.3712413&quot;&gt;https://doi.org/10.1109/ojcoms.2026.3712413&lt;/a&gt;.</chicago>
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