{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T05:51:47Z","timestamp":1773467507582,"version":"3.50.1"},"reference-count":67,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"2","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"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":["62272288"],"award-info":[{"award-number":["62272288"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["U22A2041"],"award-info":[{"award-number":["U22A2041"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100012226","name":"Fundamental Research Funds for the Central Universities","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100012226","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004303","name":"Shaanxi Normal University","doi-asserted-by":"publisher","award":["GK202302006"],"award-info":[{"award-number":["GK202302006"]}],"id":[{"id":"10.13039\/501100004303","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Scientific Research Fund of Hunan Provincial Education Department of China","award":["22B0097"],"award-info":[{"award-number":["22B0097"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/tbdata.2025.3639954","type":"journal-article","created":{"date-parts":[[2025,12,4]],"date-time":"2025-12-04T18:38:34Z","timestamp":1764873514000},"page":"688-701","source":"Crossref","is-referenced-by-count":0,"title":["Dual-Channel Learning Framework for miRNA-Drug Interaction Prediction Based on Structural Features and Signed Bipartite Graph Neural Network"],"prefix":"10.1109","volume":"12","author":[{"given":"Xiaoxuan","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Computer Science, Shaanxi Normal University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9901-1732","authenticated-orcid":false,"given":"Xiujuan","family":"Lei","sequence":"additional","affiliation":[{"name":"School of Computer Science, Shaanxi Normal University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ling","family":"Guo","sequence":"additional","affiliation":[{"name":"College of Life Sciences, Shaanxi Normal University, Xi’an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1494-901X","authenticated-orcid":false,"given":"Ming","family":"Chen","sequence":"additional","affiliation":[{"name":"College of Information Science and Engineering, Hunan Normal University, Changsha, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4593-9332","authenticated-orcid":false,"given":"Fang-Xiang","family":"Wu","sequence":"additional","affiliation":[{"name":"Division of Biomedical Engineering and Department of Mechanical Engineering and Department of Computer Science, University of Saskatchewan, Saskatoon, SK, Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2766-3096","authenticated-orcid":false,"given":"Yi","family":"Pan","sequence":"additional","affiliation":[{"name":"Shenzhen University of Advanced Technology, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.2147\/OTT.S114318"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/nature09783"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1186\/1476-4598-8-102"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1261\/rna.5980303"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1038\/nrc1840"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/msb4100089"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pcbi.1010812"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s12539-023-00550-6"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/JBHI.2024.3458794"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.3390\/ijms25105126"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.tibtech.2014.09.002"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-60761-863-8_4"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/S0092-8674(04)00045-5"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.3390\/ijms20184406"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.cell.2009.01.002"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1038\/nrc1997"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/ijms23010526"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/nrd.2016.117"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bby098"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.9b00129"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.3389\/fbioe.2020.00131"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab500"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.3389\/fmolb.2022.817294"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1021\/acs.jcim.2c01060"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbad234"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.omtn.2023.102103"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.3390\/biom11060799"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1093\/bib\/bbab464"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.23919\/cje.2022.00.384"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btx523"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1021\/ci00057a005"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkaa971"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gky1141"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/c2014-1-02188-6"},{"issue":"31.10","key":"ref35","article-title":"RDKit: A software suite for cheminformatics, computational chemistry, and predictive modeling","volume":"8","author":"Landrum","year":"2013","journal-title":"Greg Landrum"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.3390\/ijms232213919"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005605"},{"key":"ref38","article-title":"How powerful are graph neural networks?","volume-title":"Proc. 7th International Conference on Learning Representations, ICLR 2019","author":"Xu","year":"2019"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.compbiomed.2023.107452"},{"key":"ref40","article-title":"Estimation of genomic characteristics by analyzing K-mer frequency in de novo genome projects","author":"Liu","year":"2013"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1038\/s41588-018-0207-8"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3115\/v1\/d14-1181"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1093\/bioinformatics\/btaa1077"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/78.650093"},{"key":"ref45","article-title":"Attention is all you need","volume-title":"Advances in Neural Information Processing Systems","author":"Vaswani","year":"2017"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11928"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/267"},{"key":"ref48","article-title":"Graph wavelet neural network","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Xu"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4419-6515-8"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/s00607-021-00982-2"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.jksuci.2021.05.006"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1037\/h0055425"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220097"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/3357384.3358009"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/1753326.1753532"},{"key":"ref56","article-title":"DeeperGCN: All you need to train deeper GCNs","author":"Li","year":"2020"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-60802-6_44"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2022.919264"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.3390\/biology12010041"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.3389\/fgene.2023.1201934"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1111\/and.14016"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1016\/j.biopha.2014.09.011"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0128886"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3390\/genes13030466"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1021\/cr980420v"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1038\/nrc1074"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.2174\/092986709788803312"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6687317\/11433832\/11277401.pdf?arnumber=11277401","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,14]],"date-time":"2026-03-14T04:58:27Z","timestamp":1773464307000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11277401\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":67,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2025.3639954","relation":{},"ISSN":["2332-7790","2372-2096"],"issn-type":[{"value":"2332-7790","type":"electronic"},{"value":"2372-2096","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}