{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,15]],"date-time":"2026-07-15T17:55:02Z","timestamp":1784138102627,"version":"3.55.0"},"reference-count":88,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"am","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,4,1]],"date-time":"2023-04-01T00:00:00Z","timestamp":1680307200000},"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":["62072077"],"award-info":[{"award-number":["62072077"]}],"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":["62176043"],"award-info":[{"award-number":["62176043"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100008982","name":"National Science Foundation","doi-asserted-by":"publisher","award":["2030249"],"award-info":[{"award-number":["2030249"]}],"id":[{"id":"10.13039\/501100008982","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Knowl. Data Eng."],"published-print":{"date-parts":[[2023,4,1]]},"DOI":"10.1109\/tkde.2021.3126475","type":"journal-article","created":{"date-parts":[[2021,11,10]],"date-time":"2021-11-10T22:33:44Z","timestamp":1636583624000},"page":"3484-3499","source":"Crossref","is-referenced-by-count":66,"title":["CasFlow: Exploring Hierarchical Structures and Propagation Uncertainty for Cascade Prediction"],"prefix":"10.1109","volume":"35","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-6415-7558","authenticated-orcid":false,"given":"Xovee","family":"Xu","sequence":"first","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8038-8150","authenticated-orcid":false,"given":"Fan","family":"Zhou","sequence":"additional","affiliation":[{"name":"University of Electronic Science and Technology of China, Chengdu, Sichuan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1474-3169","authenticated-orcid":false,"given":"Kunpeng","family":"Zhang","sequence":"additional","affiliation":[{"name":"Department of Decision, Operations and Information Technologies, University of Maryland, College Park, MD, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8595-8637","authenticated-orcid":false,"given":"Siyuan","family":"Liu","sequence":"additional","affiliation":[{"name":"Department of Supply Chain &amp; Information Systems, Pennsylvania State University, State College, PA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8839-6278","authenticated-orcid":false,"given":"Goce","family":"Trajcevski","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, Iowa State University, Ames, IA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1145\/2684822.2685314"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2018.00134"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v12i1.15030"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1145\/2588555.2588561"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1126\/science.aao2998"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2020.2989759"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3433000"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/2983323.2983812"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1145\/2567948"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/2783258.2783401"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186108"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3132847.3132973"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/416"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref15","article-title":"Empirical evaluation of gated recurrent neural networks on sequence modeling","author":"Chung","year":"2014"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.18178\/wcse.2019.06.016"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052643"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2019.00074"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOM41043.2020.9155349"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v5i1.14149"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v6i1.14261"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1145\/2124295.2124320"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1145\/2487575.2487639"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1002\/asi.22844"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/2566486.2567996"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1145\/2733373.2806361"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1787234.1787254"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/WISM.2009.15"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2487877"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v8i1.14530"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/2433396.2433443"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1145\/1935826.1935845"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1073\/pnas.0803685105"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1145\/2339530.2339537"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1126\/science.1237825"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v28i1.8739"},{"key":"ref37","first-page":"1","article-title":"Mixture of mutually exciting processes for viral diffusion","volume-title":"Proc. 30th Int. Conf. Mach. Learn.","author":"Yang"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/3038912.3052650"},{"key":"ref39","first-page":"857","article-title":"Dynamic egocentric models for citation networks","volume-title":"Proc. 28th Int. Conf. Mach. Learn.","author":"Hunter"},{"key":"ref40","first-page":"1","article-title":"Modeling information propagation with survival theory","volume-title":"Proc. 30th Int. Conf. Mach. Learn.","author":"Gomez-Rodriguez"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2015.79"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1145\/3301303"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/427"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186026"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM.2017.57"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/560"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.3301200"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1145\/3331184.3331288"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3336191.3371834"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v10i1.14748"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/SNAMS.2018.8554730"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1143-0"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1145\/2487788.2488017"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1145\/1645953.1646225"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1145\/2527031.2527052"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1214\/18-AOAS1148"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v10i1.14717"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1145\/1963192.1963222"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1609\/icwsm.v7i1.14454"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.acha.2010.04.005"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2012.2235192"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220025"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/2623330.2623732"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939754"},{"key":"ref65","volume-title":"Characteristic Functions","author":"Lukacs","year":"1970"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1145\/3097983.3098061"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/594"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1090\/gsm\/132"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1137\/090771806"},{"key":"ref70","first-page":"1","article-title":"A recurrent neural cascade-based model for continuous-time diffusion","volume-title":"Proc. 36th Int. Conf. Mach. Learn.","author":"Lamprier"},{"key":"ref71","article-title":"Auto-encoding variational Bayes","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Kingma"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v31i1.10966"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220052"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1145\/3308558.3313610"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1145\/3178876.3186150"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1109\/TNET.2008.2011358"},{"key":"ref77","first-page":"1530","article-title":"Variational inference with normalizing flows","volume-title":"Proc. 32nd Int. Conf. Mach. Learn.","author":"Rezende"},{"key":"ref78","article-title":"Density estimation using Real NVP","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Dinh"},{"key":"ref79","first-page":"4743","article-title":"Improved variational inference with inverse autoregressive flow","volume-title":"Proc. 30th Int. Conf. Neural Inf. Process. Syst.","author":"Kingma"},{"key":"ref80","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2011.5982158"},{"key":"ref81","first-page":"3837","article-title":"Convolutional neural networks on graphs with fast localized spectral filtering","volume-title":"Proc. 30th Int. Conf. Neural Inf. Process. Syst.","author":"Defferrard"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1038\/srep02522"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.2015.2158"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3220077"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2019\/560"},{"key":"ref86","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014"},{"issue":"1","key":"ref87","first-page":"3221","article-title":"Accelerating t-SNE using tree-based algorithms","volume":"15","author":"Van Der Maaten","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref88","first-page":"10 700","article-title":"Variational graph recurrent neural networks","volume-title":"Proc. 33rd Conf. Neural Inf. Process. Syst.","author":"Hajiramezanali"}],"container-title":["IEEE Transactions on Knowledge and Data Engineering"],"original-title":[],"link":[{"URL":"https:\/\/ieeexplore.ieee.org\/ielam\/69\/10063074\/9611000-aam.pdf","content-type":"application\/pdf","content-version":"am","intended-application":"syndication"},{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/69\/10063074\/09611000.pdf?arnumber=9611000","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,12]],"date-time":"2024-01-12T00:55:16Z","timestamp":1705020916000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9611000\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,4,1]]},"references-count":88,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tkde.2021.3126475","relation":{},"ISSN":["1041-4347","1558-2191","2326-3865"],"issn-type":[{"value":"1041-4347","type":"print"},{"value":"1558-2191","type":"electronic"},{"value":"2326-3865","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,4,1]]}}}