{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T21:04:28Z","timestamp":1780434268904,"version":"3.54.1"},"reference-count":57,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"3","license":[{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,6,1]],"date-time":"2026-06-01T00:00:00Z","timestamp":1780272000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Science Foundation of China","doi-asserted-by":"crossref","award":["62272001"],"award-info":[{"award-number":["62272001"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"DOI":"10.13039\/501100001809","name":"National Science Foundation of China","doi-asserted-by":"crossref","award":["62206002"],"award-info":[{"award-number":["62206002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"crossref"}]},{"name":"Hefei Key Common Technology Project","award":["GJ2022GX15"],"award-info":[{"award-number":["GJ2022GX15"]}]},{"name":"Australian Research Council Discovery Projects","award":["DP200102491"],"award-info":[{"award-number":["DP200102491"]}]},{"name":"Australian Research Council Discovery Projects","award":["DP230101790"],"award-info":[{"award-number":["DP230101790"]}]},{"name":"Linkage Projects","award":["LP210301393"],"award-info":[{"award-number":["LP210301393"]}]},{"name":"Linkage Projects","award":["LP220100482"],"award-info":[{"award-number":["LP220100482"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Comput. Soc. Syst."],"published-print":{"date-parts":[[2026,6]]},"DOI":"10.1109\/tcss.2026.3669991","type":"journal-article","created":{"date-parts":[[2026,3,24]],"date-time":"2026-03-24T19:49:43Z","timestamp":1774381783000},"page":"3098-3115","source":"Crossref","is-referenced-by-count":0,"title":["TF4CTR: Twin Focus Framework for CTR Prediction via Adaptive Sample Differentiation"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-6818-7834","authenticated-orcid":false,"given":"Honghao","family":"Li","sequence":"first","affiliation":[{"name":"School of Computer Science and Technology, Anhui University, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1118-9055","authenticated-orcid":false,"given":"Qiuze","family":"Ru","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Anhui University, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8709-1088","authenticated-orcid":false,"given":"Yiwen","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Anhui University, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8196-0668","authenticated-orcid":false,"given":"Yi","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Anhui University, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-1480-6522","authenticated-orcid":false,"given":"Lei","family":"Sang","sequence":"additional","affiliation":[{"name":"School of Computer Science and Technology, Anhui University, Hefei, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7868-5471","authenticated-orcid":false,"given":"Yun","family":"Yang","sequence":"additional","affiliation":[{"name":"Swinburne University of Technology, Melbourne, VIC, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3482486"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531723"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1145\/3573385"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2024.3386895"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3450078"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1145\/2988450.2988454"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3459637.3481915"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/239"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3124749.3124754"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3077136.3080777"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i04.5768"},{"key":"ref12","article-title":"DCNv3: Towards next generation deep cross network for CTR prediction","author":"Li","year":"2024"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681203"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2016.0151"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3233770"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219823"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/319"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3615089"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3539597.3570372"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i4.25577"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591988"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.89"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3357925"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i8.28725"},{"key":"ref26","first-page":"539","article-title":"FiGNN: Modeling feature interactions via graph neural networks for CTR prediction","volume-title":"Proc. 28th ACM Int. Conf. Inf. Knowl. Manage.","author":"Li","year":"2019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681203"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/3404835.3463116"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220007"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220023"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/3539618.3591681"},{"key":"ref32","article-title":"Categorical reparameterization with Gumbel-Softmax","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Jang","year":"2016"},{"key":"ref33","article-title":"Frappe: Understanding the usage and perception of mobile app recommendations in-the-wild","author":"Baltrunas","year":"2015"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/3437963.3441800"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539101"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3726302.3729956"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref38","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"key":"ref39","article-title":"An open-source CTR prediction library."},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1145\/3637528.3671565"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3457607"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599884"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE53745.2022.00059"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3073717"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3016482"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3134985"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3251897"},{"key":"ref48","article-title":"MaskNet: Introducing feature-wise multiplication to CTR ranking models by instance-guided mask","author":"Wang","year":"2021"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/435"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531970"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3383313.3412488"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1145\/3583780.3614712"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599851"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3477495.3531937"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3288135"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1145\/3632402"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1145\/3522673"}],"container-title":["IEEE Transactions on Computational Social Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6570650\/11543411\/11455065.pdf?arnumber=11455065","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,2]],"date-time":"2026-06-02T20:09:13Z","timestamp":1780430953000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11455065\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,6]]},"references-count":57,"journal-issue":{"issue":"3"},"URL":"https:\/\/doi.org\/10.1109\/tcss.2026.3669991","relation":{},"ISSN":["2329-924X","2373-7476"],"issn-type":[{"value":"2329-924X","type":"electronic"},{"value":"2373-7476","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,6]]}}}