{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,22]],"date-time":"2026-04-22T20:23:51Z","timestamp":1776889431813,"version":"3.51.2"},"reference-count":26,"publisher":"IEEE","license":[{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,4,6]],"date-time":"2025-04-06T00:00:00Z","timestamp":1743897600000},"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","id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2025,4,6]]},"DOI":"10.1109\/icassp49660.2025.10888536","type":"proceedings-article","created":{"date-parts":[[2025,3,12]],"date-time":"2025-03-12T17:15:02Z","timestamp":1741799702000},"page":"1-5","source":"Crossref","is-referenced-by-count":1,"title":["Spatio-Temporal Mixed Graph Neural Controlled Differential Equations with Adaptive Connection Sampling for Irregular Multivariate Time Series Anomaly Detection"],"prefix":"10.1109","author":[{"given":"Xudong","family":"Jia","sequence":"first","affiliation":[{"name":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Peng","sequence":"additional","affiliation":[{"name":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chiran","family":"Shen","sequence":"additional","affiliation":[{"name":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Baokang","family":"Zhao","sequence":"additional","affiliation":[{"name":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Peng","family":"Xun","sequence":"additional","affiliation":[{"name":"National University of Defense Technology,College of Computer Science and Technology,Changsha,China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.renene.2022.09.102"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ymssp.2022.109082"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2023.103459"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TNN.2008.2005605"},{"key":"ref5","article-title":"Graph-augmented normalizing flows for anomaly detection of multiple time series","volume-title":"ICLR","author":"Dai"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2024.102255"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1002\/9781119013563"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i6.20587"},{"key":"ref9","first-page":"1050","article-title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","volume-title":"Proc, of the 33rd ICML","volume":"48","author":"Gal"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/3394486.3403392"},{"key":"ref11","article-title":"Anomaly transformer: Time series anomaly detection with association discrepancy","volume-title":"ICLR","author":"Xu"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.14778\/3514061.3514067"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1145\/3219819.3219845"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i5.16523"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ICDM50108.2020.00093"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2022.08.011"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/3580305.3599469"},{"key":"ref18","first-page":"6696","article-title":"Neural controlled differential equations for irregular time series","volume-title":"NeurIPS","volume":"33","author":"Kidger","year":"2020"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1613\/jair.1.13428"},{"key":"ref20","article-title":"Graph attention networks","volume-title":"ICLR","author":"Veli\u010dkovi\u0107"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01155"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2022.naacl-main.8"},{"key":"ref23","article-title":"Categorical reparameterization with gumbel-softmax","volume-title":"ICLR","author":"Jang"},{"key":"ref24","volume-title":"A Dataset to Support Research in the Design of Secure Water Treatment Systems","volume":"10242","author":"Goh"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1145\/3055366.3055375"},{"issue":"56","key":"ref26","first-page":"1709","article-title":"Estimation of a structural vector autoregression model using non-gaussianity","volume":"11","author":"Hyv\u00e4rinen","year":"2010","journal-title":"J. Mach. Learn. Res."}],"event":{"name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","location":"Hyderabad, India","start":{"date-parts":[[2025,4,6]]},"end":{"date-parts":[[2025,4,11]]}},"container-title":["ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10887540\/10887541\/10888536.pdf?arnumber=10888536","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,3,25]],"date-time":"2026-03-25T05:22:41Z","timestamp":1774416161000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10888536\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,4,6]]},"references-count":26,"URL":"https:\/\/doi.org\/10.1109\/icassp49660.2025.10888536","relation":{},"subject":[],"published":{"date-parts":[[2025,4,6]]}}}