{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,3]],"date-time":"2026-07-03T12:22:08Z","timestamp":1783081328473,"version":"3.54.6"},"reference-count":41,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T00:00:00Z","timestamp":1777593600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"U.K. EPSRC","award":["EP\/P009727\/2"],"award-info":[{"award-number":["EP\/P009727\/2"]}]},{"DOI":"10.13039\/501100000275","name":"Leverhulme Trust","doi-asserted-by":"publisher","award":["RF-2019-492"],"award-info":[{"award-number":["RF-2019-492"]}],"id":[{"id":"10.13039\/501100000275","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Artif. Intell."],"published-print":{"date-parts":[[2026,5]]},"DOI":"10.1109\/tai.2025.3592896","type":"journal-article","created":{"date-parts":[[2025,7,28]],"date-time":"2025-07-28T19:52:25Z","timestamp":1753732345000},"page":"2496-2505","source":"Crossref","is-referenced-by-count":2,"title":["Enable Quantum Graph Neural Networks on a Single Qubit With Quantum Walk"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0009-0009-7110-6834","authenticated-orcid":false,"given":"Yijie","family":"Zhu","sequence":"first","affiliation":[{"name":"LIRA Center, Lancaster University, Lancaster, Lancashire, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-1721-9474","authenticated-orcid":false,"given":"Richard","family":"Jiang","sequence":"additional","affiliation":[{"name":"LIRA Center, Lancaster University, Lancaster, Lancashire, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4593-1656","authenticated-orcid":false,"given":"Qiang","family":"Ni","sequence":"additional","affiliation":[{"name":"LIRA Center, Lancaster University, Lancaster, Lancashire, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1474-2772","authenticated-orcid":false,"given":"Ahmed","family":"Bouridane","sequence":"additional","affiliation":[{"name":"Centre for Data Analytics and Cybersecurity (CDAC), University of Sharjah, Sharjah, United Arab Emirates"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1080\/00107514.2014.964942"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-021-22539-9"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2024.3419077"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.22331\/q-2018-08-06-79"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1103\/PRXQuantum.2.040335"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-023-41217-6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1103\/RevModPhys.82.1155"},{"key":"ref8","article-title":"Quantum computing and the entanglement Frontier","author":"Preskill","year":"2012"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1038\/s42254-021-00348-9"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1038\/s41467-018-07090-4"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1038\/s41567-019-0648-8"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2211477"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1140\/epjqt\/s40507-019-0072-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.22331\/q-2020-02-06-226"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2022.3179354"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.104.012405"},{"key":"ref17","first-page":"27810","article-title":"Power and limitations of single-qubit native quantum neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"35","author":"Yu","year":"2022"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1038\/s41586-019-0980-2"},{"key":"ref19","article-title":"Quantum graph neural networks","author":"Verdon","year":"2019"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.23919\/CCC52363.2021.9550372"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/s42484-021-00055-9"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2019.2913038"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.10.025"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11128-010-0205-y"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/0893-6080(91)90009-T"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.104.012405"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.22331\/q-2020-05-25-269"},{"key":"ref28","article-title":"EdGNN: A simple and powerful GNN for directed labeled graphs","author":"Jaume","year":"2019"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-93417-4_38"},{"key":"ref30","article-title":"How powerful are graph neural networks?","author":"Xu","year":"2018"},{"key":"ref31","first-page":"16211","article-title":"Random walk graph neural networks","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Nikolentzos","year":"2020"},{"key":"ref32","article-title":"Topological graph neural networks","volume-title":"Proc. Int. Conf. Learn. Represent. (ICLR)","author":"Horn","year":"2022"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.101.032314"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2016.08.019"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevLett.113.130503"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1103\/PhysRevA.101.032308"},{"key":"ref37","article-title":"Pennylane: Automatic differentiation of hybrid quantum-classical computations","author":"Bergholm","year":"2018"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.5555\/3454287.3455008"},{"key":"ref39","article-title":"IBM quantum","year":"2023"},{"key":"ref40","first-page":"267","article-title":"Phase space descriptions of quantum phenomena","volume-title":"Proc. Int. Conf. Quantum Theory: Reconsideration Found.","volume":"2","author":"Hiley","year":"2004"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.22331\/q-2019-12-09-214"}],"container-title":["IEEE Transactions on Artificial Intelligence"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9078688\/11503071\/11098492.pdf?arnumber=11098492","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,4]],"date-time":"2026-05-04T19:39:11Z","timestamp":1777923551000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11098492\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,5]]},"references-count":41,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tai.2025.3592896","relation":{},"ISSN":["2691-4581"],"issn-type":[{"value":"2691-4581","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,5]]}}}