{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T12:49:58Z","timestamp":1766062198265,"version":"3.48.0"},"reference-count":60,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100016909","name":"Microsoft Research Asia","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100016909","id-type":"DOI","asserted-by":"publisher"}]},{"name":"IITP","award":["2022-00155958"],"award-info":[{"award-number":["2022-00155958"]}]},{"name":"Basic Science Research Program"},{"DOI":"10.13039\/100010449","name":"Ministry of Education","doi-asserted-by":"publisher","award":["NRF-2021R1A6A1A03045425"],"award-info":[{"award-number":["NRF-2021R1A6A1A03045425"]}],"id":[{"id":"10.13039\/100010449","id-type":"DOI","asserted-by":"publisher"}]},{"name":"ICT Creative Consilience Program"},{"name":"IITP"},{"DOI":"10.13039\/501100014188","name":"Ministry of Science and ICT, South Korea","doi-asserted-by":"publisher","award":["IITP-2025-RS-2020-II201819"],"award-info":[{"award-number":["IITP-2025-RS-2020-II201819"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]},{"name":"IITP"},{"DOI":"10.13039\/501100014188","name":"Ministry of Science and ICT, South Korea","doi-asserted-by":"publisher","award":["RS-2024-00457882"],"award-info":[{"award-number":["RS-2024-00457882"]}],"id":[{"id":"10.13039\/501100014188","id-type":"DOI","asserted-by":"publisher"}]},{"name":"2025 High-Performance Computing Support Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2026,1]]},"DOI":"10.1109\/tkde.2025.3619575","type":"journal-article","created":{"date-parts":[[2025,10,9]],"date-time":"2025-10-09T17:55:23Z","timestamp":1760032523000},"page":"110-122","source":"Crossref","is-referenced-by-count":0,"title":["BPL: Bias-Adaptive Preference Distillation Learning For Recommender System"],"prefix":"10.1109","volume":"38","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5528-1426","authenticated-orcid":false,"given":"SeongKu","family":"Kang","sequence":"first","affiliation":[{"name":"Department of Computer Science and Engineering, Korea University, Seoul, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jianxun","family":"Lian","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dongha","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Aritifial Intelligence, Yonsei University, Seoul, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wonbin","family":"Kweon","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, POSTECH, Pohang, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0000-9856-491X","authenticated-orcid":false,"given":"Sanghwan","family":"Jang","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, POSTECH, Pohang, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0002-1232-542X","authenticated-orcid":false,"given":"Jaehyun","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, POSTECH, Pohang, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4833-0880","authenticated-orcid":false,"given":"Jindong","family":"Wang","sequence":"additional","affiliation":[{"name":"William &#x0026; Mary, Williamsburg, VA, USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0009-3257-3077","authenticated-orcid":false,"given":"Xing","family":"Xie","sequence":"additional","affiliation":[{"name":"Microsoft Research Asia, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hwanjo","family":"Yu","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, POSTECH, Pohang, South Korea"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3564284"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16597"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/2959100.2959141"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401114"},{"article-title":"StableDR: Stabilized doubly robust learning for recommendation on data missing not at random","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","key":"ref5"},{"article-title":"TDR-CL: Targeted doubly robust collaborative learning for debiased recommendations","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Li","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3479240"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3378482"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512081"},{"key":"ref10","first-page":"1670","article-title":"Recommendations as treatments: Debiasing learning and evaluation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Schnabel"},{"key":"ref11","first-page":"6638","article-title":"Doubly robust joint learning for recommendation on data missing not at random","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wang"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25562"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3614805"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3589334.3645617"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052569"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482112"},{"article-title":"Graph convolutional matrix completion","year":"2017","author":"Berg","key":"ref17"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3532002"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s10994-009-5152-4"},{"article-title":"Towards understanding ensemble, knowledge distillation and self-distillation in deep learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Allen-Zhu","key":"ref20"},{"article-title":"Distilling the knowledge in a neural network","year":"2015","author":"Hinton","key":"ref21"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441799"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462919"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583495"},{"key":"ref25","first-page":"20182","article-title":"Propensity matters: Measuring and enhancing balancing for recommendation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Li"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331202"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/307"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401043"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2023\/252"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583461"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE60146.2024.00056"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671915"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2024.112898"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583209"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570477"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412005"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3199585"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401083"},{"key":"ref39","first-page":"1512","article-title":"Probabilistic matrix factorization with non-random missing data","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Hern\u00e1ndez-Lobato"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883090"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.5555\/2946645.2946704"},{"key":"ref42","first-page":"1081","article-title":"Transferability vs. discriminability: Batch spectral penalization for adversarial domain adaptation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Chen"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2009.263"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00904"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3374773"},{"article-title":"FreeMatch: Self-adaptive thresholding for semi-supervised learning","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Wang","key":"ref46"},{"key":"ref47","first-page":"11523","article-title":"Time-consistent self-supervision for semi-supervised learning","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Zhou"},{"key":"ref48","first-page":"529","article-title":"Semi-supervised learning by entropy minimization","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Grandvalet"},{"article-title":"Regularizing neural networks by penalizing confident output distributions","year":"2017","author":"Pereyra","key":"ref49"},{"article-title":"Collaborative filtering and the missing at random assumption","year":"2012","author":"Marlin","key":"ref50"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3511808.3557220"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58568-6_38"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00691"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3462917"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599487"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2022.3218994"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3523227.3546757"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2024.3399074"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3522763"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/3708982"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/69\/11288926\/11197923.pdf?arnumber=11197923","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T12:45:18Z","timestamp":1766061918000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11197923\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,1]]},"references-count":60,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2025.3619575","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"type":"print","value":"1041-4347"},{"type":"electronic","value":"1558-2191"},{"type":"electronic","value":"2326-3865"}],"subject":[],"published":{"date-parts":[[2026,1]]}}}