{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,4]],"date-time":"2026-08-04T15:17:28Z","timestamp":1785856648764,"version":"3.56.0"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"6","license":[{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,12,1]],"date-time":"2025-12-01T00:00:00Z","timestamp":1764547200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62106079"],"award-info":[{"award-number":["62106079"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Open Project Program of Guangxi Key Laboratory of Digital Infrastructure","award":["GXDIOP2024011"],"award-info":[{"award-number":["GXDIOP2024011"]}]},{"name":"Guangxi Key R&D Program","award":["2024AB08144"],"award-info":[{"award-number":["2024AB08144"]}]},{"name":"NSF","award":["III-2106758"],"award-info":[{"award-number":["III-2106758"]}]},{"name":"NSF","award":["POSE-2346158"],"award-info":[{"award-number":["POSE-2346158"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2025,12]]},"DOI":"10.1109\/tcss.2025.3594667","type":"journal-article","created":{"date-parts":[[2025,9,5]],"date-time":"2025-09-05T18:25:02Z","timestamp":1757096702000},"page":"3923-3937","source":"Crossref","is-referenced-by-count":3,"title":["Knowledge-Aware Graph Prompt Tuning for Cross-Domain Recommendation"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0009-0001-6731-3728","authenticated-orcid":false,"given":"Xiao-Dong","family":"Huang","sequence":"first","affiliation":[{"name":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5089-4637","authenticated-orcid":false,"given":"Ling","family":"Huang","sequence":"additional","affiliation":[{"name":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4794-9961","authenticated-orcid":false,"given":"Yuefang","family":"Gao","sequence":"additional","affiliation":[{"name":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0006-6813-3637","authenticated-orcid":false,"given":"Zhe-Yuan","family":"Li","sequence":"additional","affiliation":[{"name":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3284-6847","authenticated-orcid":false,"given":"Pei-Yuan","family":"Lai","sequence":"additional","affiliation":[{"name":"School of Electronics and Information, Guangdong Polytechnic Normal University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5972-559X","authenticated-orcid":false,"given":"Chang-Dong","family":"Wang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3491-5968","authenticated-orcid":false,"given":"Philip S.","family":"Yu","sequence":"additional","affiliation":[{"name":"Department of Computer Science, University of Illinois at Chicago, Chicago, IL, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498392"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3074395"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i8.26181"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3447683"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3119619"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/3618298"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.21236\/ADA486804"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2875144"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570379"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3358166"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.07.091"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2019.2923904"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3253168"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3522762"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3617825"},{"key":"ref16","first-page":"80","article-title":"Omnimatch: Overcoming the cold-start problem in cross-domain recommendations using auxiliary reviews","volume-title":"Proc. EDBT","author":"Dai","year":"2025"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-022-01068-5"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3132953"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531975"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.112919"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3070843"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-021-00912-4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3511019"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498515"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512083"},{"key":"ref26","first-page":"946","article-title":"Path language modeling over knowledge graphs for explainable recommendation","volume-title":"Proc. WWW","author":"Geng","year":"2022"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531671"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570391"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331203"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462847"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/s11280-021-00894-3"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532008"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3112045"},{"key":"ref34","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. ICLR","author":"Kipf","year":"2017"},{"key":"ref35","article-title":"Graph attention networks","volume-title":"Proc. ICLR","author":"Velickovic","year":"2018"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3223018"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3082948"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00027"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462912"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3059506"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3262937"},{"key":"ref42","article-title":"Strategies for pre-training graph neural networks","volume-title":"Proc. ICLR","author":"Hu","year":"2020"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403237"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16552"},{"key":"ref45","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume":"119","author":"Chen","year":"2020","journal-title":"Proc. ICML"},{"key":"ref46","first-page":"5812","article-title":"Graph contrastive learning with augmentations","author":"You","year":"2020","journal-title":"Proc. NIPS"},{"key":"ref47","article-title":"Deep graph infomax","author":"Velickovic","year":"2019","journal-title":"Proc. ICLR"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3560815"},{"key":"ref49","article-title":"Graph prompt learning: A comprehensive survey and beyond","author":"Sun","year":"2023"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539249"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599256"},{"key":"ref52","article-title":"Multi-domain knowledge graph collaborative pre-training and prompt tuning for diverse downstream tasks","author":"Zhang","year":"2024"},{"key":"ref53","article-title":"Self-supervised contextual keyword and keyphrase retrieval with self-labelling","volume-title":"Preprints","author":"Sharma","year":"2019"},{"key":"ref54","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"Proc. NIPS","author":"Bordes","year":"2013"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531937"},{"key":"ref56","first-page":"52464","article-title":"Universal prompt tuning for graph neural networks","volume-title":"Proc. NIPS","author":"Fang","year":"2023"},{"key":"ref57","first-page":"1257","article-title":"Probabilistic matrix factorization","volume-title":"Proc. NIPS","author":"Mnih","year":"2008"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/3616855.3635850"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/343"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371793"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1145\/3626772.3657713"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6570650\/11272985\/11152609.pdf?arnumber=11152609","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,3]],"date-time":"2025-12-03T18:44:36Z","timestamp":1764787476000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11152609\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,12]]},"references-count":61,"journal-issue":{"issue":"6"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2025.3594667","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,12]]}}}