{"id":566,"date":"2021-08-26T05:00:00","date_gmt":"2021-08-25T20:00:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=566"},"modified":"2021-08-26T05:00:00","modified_gmt":"2021-08-25T20:00:00","slug":"gnn%e3%82%92%e3%83%88%e3%83%aa%e3%83%83%e3%82%af%e8%be%bc%e3%81%bf%e3%81%a7%e8%a9%95%e4%be%a1%e3%81%99%e3%82%8b%e3%83%99%e3%83%b3%e3%83%81%e3%83%9e%e3%83%bc%e3%82%af","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=566","title":{"rendered":"GNN\u3092\u30c8\u30ea\u30c3\u30af\u8fbc\u307f\u3067\u8a55\u4fa1\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af"},"content":{"rendered":"\n<ul class=\"wp-block-list\"><li><strong>Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study\u00a0<\/strong>[100.3]<br>\u30c7\u30a3\u30fc\u30d7\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af(GNN)\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u3001\u975e\u5e38\u306b\u96e3\u3057\u3044\u3002 \u6211\u3005\u306f\u3001\u6df1\u5c64GNN\u306e\u300c\u30c8\u30ea\u30c3\u30af\u300d\u3092\u8a55\u4fa1\u3059\u308b\u305f\u3081\u306e\u6700\u521d\u306e\u516c\u6b63\u304b\u3064\u518d\u73fe\u53ef\u80fd\u306a\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u793a\u3059\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2108.10521v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2108.10521v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Tue, 24 Aug 2021 05:00:37 GMT)<ul><li>deep graph neural networks\u306e\u30c8\u30ec\u30fc\u30cb\u30f3\u30b0\u306f\u96e3\u3057\u304f\u3001skip connections\u3001graph normalization\u3001random dropping\u306a\u3069\u69d8\u3005\u306a\u30c6\u30af\u30cb\u30c3\u30af\u304c\u7528\u3044\u3089\u308c\u3066\u3044\u308b\u3002\u305d\u308c\u3089\u3092\u8fbc\u307f\u3067\u8a55\u4fa1\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3092\u63d0\u6848\u3002<\/li><li>\u30ea\u30dd\u30b8\u30c8\u30ea\u306f<a href=\"https:\/\/github.com\/VITA-Group\/Deep_GCN_Benchmarking\">https:\/\/github.com\/VITA-Group\/Deep_GCN_Benchmarking<\/a><\/li><\/ul><\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study\u00a0[100.3]\u30c7\u30a3\u30fc\u30d7\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3 &hellip; <a href=\"https:\/\/devneko.jp\/wordpress\/?p=566\" class=\"more-link\"><span class=\"screen-reader-text\">&#8220;GNN\u3092\u30c8\u30ea\u30c3\u30af\u8fbc\u307f\u3067\u8a55\u4fa1\u3059\u308b\u30d9\u30f3\u30c1\u30de\u30fc\u30af&#8221; \u306e<\/span>\u7d9a\u304d\u3092\u8aad\u3080<\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[467,517],"class_list":["post-566","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-467","tag-517"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/566","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=566"}],"version-history":[{"count":0,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/566\/revisions"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=566"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=566"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=566"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}