{"id":4535,"date":"2025-07-13T06:02:28","date_gmt":"2025-07-12T21:02:28","guid":{"rendered":"https:\/\/data.snu.ac.kr\/?p=4535"},"modified":"2025-11-08T10:20:00","modified_gmt":"2025-11-08T01:20:00","slug":"causality-aware-contrastive-learning-for-robust-multivariate-time-series-anomaly-detection","status":"publish","type":"post","link":"https:\/\/data.snu.ac.kr\/index.php\/2025\/07\/13\/causality-aware-contrastive-learning-for-robust-multivariate-time-series-anomaly-detection\/","title":{"rendered":"Causality-Aware Contrastive Learning for Robust Multivariate Time-Series Anomaly Detection"},"content":{"rendered":"<p>HyunGi Kim, Jisoo Mok, Dongjun Lee, Jaihyun Lew, Sungjae Kim, Sungroh Yoon, in <em>Proceedings of International Conference on Machine Learning (ICML)<\/em>, Vancouver, Canada, July 2025.<br \/>\n<a href=\"https:\/\/openreview.net\/pdf?id=EGpueKe6TP\" target=\"_blank\">paper<\/a>\u00a0\u00a0<a href=\"https:\/\/icml.cc\/virtual\/2025\/poster\/45960\" target=\"_blank\">link<\/a>\u00a0\u00a0<a href=\"\" target=\"_blank\">arXiv<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>HyunGi Kim, Jisoo Mok, Dongjun Lee, Jaihyun Lew, Sungjae Kim, Sungroh Yoon, in Proceedings of International Conference on Machine Learning (ICML), Vancouver, Canada, July 2025. paper\u00a0\u00a0link\u00a0\u00a0arXiv<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_exactmetrics_skip_tracking":false,"footnotes":""},"categories":[108,99],"tags":[],"class_list":["post-4535","post","type-post","status-publish","format-standard","hentry","category-conference","category-sungroh-yoon"],"acf":[],"_links":{"self":[{"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/posts\/4535","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/comments?post=4535"}],"version-history":[{"count":3,"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/posts\/4535\/revisions"}],"predecessor-version":[{"id":4649,"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/posts\/4535\/revisions\/4649"}],"wp:attachment":[{"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/media?parent=4535"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/categories?post=4535"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/data.snu.ac.kr\/index.php\/wp-json\/wp\/v2\/tags?post=4535"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}