{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,15]],"date-time":"2026-03-15T04:58:50Z","timestamp":1773550730378,"version":"3.50.1"},"reference-count":55,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2025,4,1]],"date-time":"2025-04-01T00:00:00Z","timestamp":1743465600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by-nc-nd\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62127808"],"award-info":[{"award-number":["62127808"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2025,4]]},"DOI":"10.1109\/tbdata.2024.3428331","type":"journal-article","created":{"date-parts":[[2024,7,15]],"date-time":"2024-07-15T18:19:51Z","timestamp":1721067591000},"page":"748-760","source":"Crossref","is-referenced-by-count":1,"title":["Efficient Learning for Billion-Scale Heterogeneous Information Networks"],"prefix":"10.1109","volume":"11","author":[{"ORCID":"https:\/\/orcid.org\/0009-0004-0327-8793","authenticated-orcid":false,"given":"Ruize","family":"Shi","sequence":"first","affiliation":[{"name":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5282-551X","authenticated-orcid":false,"given":"Hong","family":"Huang","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0529-7408","authenticated-orcid":false,"given":"Xue","family":"Lin","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Kehan","family":"Yin","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5863-962X","authenticated-orcid":false,"given":"Wei","family":"Zhou","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3934-7605","authenticated-orcid":false,"given":"Hai","family":"Jin","sequence":"additional","affiliation":[{"name":"National Engineering Research Center for Big Data Technology and System, Services Computing Technology and System Lab, Cluster and Grid Computing Lab, School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403296"},{"key":"ref2","first-page":"2787","article-title":"Translating embeddings for modeling multi-relational data","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Bordes"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177729330"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/3292500.3330925"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467447"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/s11432-023-3868-6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449927"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3485447.3512044"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380297"},{"key":"ref10","first-page":"315","article-title":"Deep sparse rectifier neural networks","volume-title":"Proc. 14th Int. Conf. Artif. Intell. Statist.","author":"Glorot"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-023-2678-8"},{"key":"ref12","first-page":"1025","article-title":"Inductive representation learning on large graphs","volume-title":"Proc. Int. Conf. Neural Inf. Process. Syst.","author":"Hamilton"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3340531.3412015"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3397271.3401063"},{"key":"ref15","article-title":"OGB-LSC: A large-scale challenge for machine learning on graphs","author":"Hu","year":"2021"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/3366423.3380027"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/203"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1145\/3543507.3583408"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939815"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2021.3132672"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467396"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11704-022-2438-1"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/3442381.3449914"},{"key":"ref24","first-page":"1","article-title":"Semi-supervised classification with graph convolutional networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kipf"},{"key":"ref25","first-page":"1","article-title":"Predict then propagate: Graph neural networks meet personalized pagerank","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Klicpera"},{"key":"ref26","article-title":"RoBERTa: A robustly optimized bert pretraining approach","author":"Liu","year":"2019"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3488560.3498460"},{"key":"ref28","first-page":"1150","article-title":"Are we really making much progress? revisiting, benchmarking, and refining heterogeneous graph neural networks","volume-title":"Proc. We Really Mak. Much Progress? Revisiting, Benchmarking, Refining Heterogeneous Graph Neural Netw.","author":"Lv"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-11116-2_61"},{"key":"ref30","article-title":"L2-constrained softmax loss for discriminative face verification","author":"Ranjan","year":"2017"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/D19-1410"},{"key":"ref32","article-title":"Sign: Scalable inception graph neural networks","author":"Rossi","year":"2020"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2013.2297920"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2024.111210"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.2200\/s00433ed1v01y201207dmk005"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref38","first-page":"1","article-title":"Graph attention networks","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Veli\u010dkovi\u0107"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2023.3313031"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2022.3177455"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313562"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3447548.3467415"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2022\/319"},{"key":"ref44","first-page":"6861","article-title":"Simplifying graph convolutional networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Wu"},{"key":"ref45","article-title":"R-GSN: The relation-based graph similar network for heterogeneous graph","author":"Wu","year":"2021"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.2978386"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.3045924"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i9.26283"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219890"},{"key":"ref50","article-title":"Scalable graph neural networks for heterogeneous graphs","author":"Yu","year":"2020"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1145\/3534678.3539482"},{"key":"ref52","first-page":"1","article-title":"GraphSAINT: Graph sampling based inductive learning method","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Zeng"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16600"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2023.3287260"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i8.28797"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687317\/10925345\/10598347.pdf?arnumber=10598347","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,17]],"date-time":"2025-03-17T21:19:53Z","timestamp":1742246393000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10598347\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4]]},"references-count":55,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2024.3428331","relation":{},"ISSN":["2332-7790","2372-2096"],"issn-type":[{"value":"2332-7790","type":"electronic"},{"value":"2372-2096","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,4]]}}}