{"id":4541,"date":"2024-03-21T05:30:00","date_gmt":"2024-03-20T20:30:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=4541"},"modified":"2024-03-21T05:30:00","modified_gmt":"2024-03-20T20:30:00","slug":"a-survey-of-graph-neural-networks-in-real-world-imbalance-noise-privacy-and-ood-challenges","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=4541","title":{"rendered":"A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>A Survey of Graph Neural Networks in Real world: Imbalance, Noise, Privacy and OOD Challenges&nbsp;<\/strong>[75.4]<br>\u672c\u7a3f\u3067\u306f,\u65e2\u5b58\u306e\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(GNN)\u3092\u4f53\u7cfb\u7684\u306b\u30ec\u30d3\u30e5\u30fc\u3059\u308b\u3002 \u307e\u305a\u3001\u65e2\u5b58\u306eGNN\u304c\u76f4\u9762\u3057\u3066\u3044\u308b4\u3064\u306e\u91cd\u8981\u306a\u8ab2\u984c\u3092\u5f37\u8abf\u3057\u3001\u73fe\u5b9f\u306eGNN\u30e2\u30c7\u30eb\u3092\u63a2\u7a76\u3059\u308b\u9053\u3092\u958b\u304f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2403.04468v1\">\u8ad6\u6587<\/a>&nbsp;&nbsp;<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2403.04468v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>&nbsp; &nbsp;(Thu, 7 Mar 2024 13:10:37 GMT)<\/li>\n\n\n\n<li>GNN\u6d3b\u7528\u306e\u30b5\u30fc\u30d9\u30a4\u3002imbalance, noise, privacy, OOD\u3092\u8ab2\u984c\u306e\u8ef8\u3068\u3057\u3066\u6574\u7406\u3055\u308c\u3066\u3044\u308b\u3002\u5185\u5bb9\u306f\u826f\u3044\u304c\u3001\u4e0d\u601d\u8b70\u306a\u6574\u7406\u8ef8\u3060\u306a\u3068\u601d\u308f\u306a\u304f\u3082\u306a\u3044\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[178,387],"class_list":["post-4541","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-graph-neural-networks","tag-survey"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=4541"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/4541\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=4541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=4541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=4541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}