{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T05:00:26Z","timestamp":1785474026172,"version":"3.56.0"},"reference-count":21,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.23919\/ondm68511.2026.11618821","type":"proceedings-article","created":{"date-parts":[[2026,7,30]],"date-time":"2026-07-30T19:04:59Z","timestamp":1785438299000},"page":"1-6","source":"Crossref","is-referenced-by-count":0,"title":["Cross-Domain Generalization in Optical Networks Via Joint Contrastive and Classification Learning"],"prefix":"10.23919","author":[{"given":"Ali Al","family":"Housseini","sequence":"first","affiliation":[{"name":"University of Applied Sciences and Arts of Southern Switzerland","place":["Lugano, Switzerland"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Carlos","family":"Natalino","sequence":"additional","affiliation":[{"name":"Chalmers University of Technology","place":["Gothenburg, Sweden"],"department":["Department of Electrical Engineering"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Paolo","family":"Monti","sequence":"additional","affiliation":[{"name":"Chalmers University of Technology","place":["Gothenburg, Sweden"],"department":["Department of Electrical Engineering"]}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Omran","family":"Ayoub","sequence":"additional","affiliation":[{"name":"University of Applied Sciences and Arts of Southern Switzerland","place":["Lugano, Switzerland"]}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.514981"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ECOC66593.2025.11263096"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/JLT.2024.3466977"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.23919\/ONDM54585.2022.9782856"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3485999"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACP\/POEM59049.2023.10368618"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.514618"},{"key":"ref8","first-page":"M1J.5","article-title":"QoT estimation with margin-driven transfer learning in time-varying optical networks","volume-title":"Optical Fiber Communication Conference (OFC)","author":"Lechowicz","year":"2025"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/OJCOMS.2025.3635533"},{"key":"ref10","first-page":"M1H.6","article-title":"Multi-span optical power spectrum prediction using ML-based EDFA models and cascaded learning","volume-title":"Optical Fiber Communication Conference (OFC)","author":"Wang","year":"2024"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ECOC66593.2025.11263378"},{"key":"ref12","first-page":"JW4A.2","article-title":"One-shot learning for modulation format identification in evolving optical networks","author":"Natalino","year":"2019","journal-title":"OSA Advanced Photonics Congress (AP)"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/OECC54135.2024.10975324"},{"key":"ref14","doi-asserted-by":"crossref","DOI":"10.1364\/OFC.2026.M3A.2","article-title":"A unified Siamese learning framework for zero-day anomaly detection and classification in optical networks","volume-title":"Optical Fiber Communication Conference (OFC)","author":"Natalino","year":"2026"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24261-3_7"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00516"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2006.100"},{"key":"ref19","article-title":"PyTorch metric learning","author":"Musgrave","year":"2020","journal-title":"arXiv preprint"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1364\/JOCN.442733"},{"key":"ref21","year":"2026","journal-title":"QoT dataset collection"}],"event":{"name":"2026 International Conference on Optical Network Design and Modelling (ONDM)","location":"Munich, Germany","start":{"date-parts":[[2026,5,12]]},"end":{"date-parts":[[2026,5,15]]}},"container-title":["2026 International Conference on Optical Network Design and Modelling (ONDM)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/11618536\/11618757\/11618821.pdf?arnumber=11618821","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,7,31]],"date-time":"2026-07-31T04:40:53Z","timestamp":1785472853000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11618821\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":21,"URL":"https:\/\/doi.org\/10.23919\/ondm68511.2026.11618821","relation":{},"subject":[],"published":{"date-parts":[[2026,5]]}}}