{"id":7483,"date":"2025-09-29T05:49:00","date_gmt":"2025-09-28T20:49:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7483"},"modified":"2025-09-21T14:51:57","modified_gmt":"2025-09-21T05:51:57","slug":"state-space-models-over-directed-graphs","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7483","title":{"rendered":"State Space Models over Directed Graphs"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>State Space Models over Directed Graphs\u00a0<\/strong>[38.8]<br>\u6211\u3005\u306f\u3001k-hop ego\u30b0\u30e9\u30d5\u3092\u4ecb\u3057\u3066\u6709\u5411\u30b0\u30e9\u30d5\u3092\u9010\u6b21\u5316\u3059\u308b\u9769\u65b0\u7684\u306a\u30a2\u30d7\u30ed\u30fc\u30c1\u3092\u63d0\u6848\u3059\u308b\u3002 \u3053\u308c\u306f\u3001\u6709\u5411\u30b0\u30e9\u30d5\u5b66\u7fd2\u306e\u5206\u91ce\u3078\u306e\u72b6\u614b\u7a7a\u9593\u30e2\u30c7\u30eb\u306e\u6700\u521d\u306e\u4f53\u7cfb\u7684\u62e1\u5f35\u3067\u3042\u308b\u3002 \u307e\u305f,\u65b0\u3057\u3044\u6709\u5411\u30b0\u30e9\u30d5\u30cb\u30e5\u30fc\u30e9\u30eb\u30cd\u30c3\u30c8\u30ef\u30fc\u30af\u30a2\u30fc\u30ad\u30c6\u30af\u30c1\u30e3\u3067\u3042\u308bDirGraphSSM\u3092\u958b\u767a\u3057\u305f\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2509.13735v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2509.13735v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 17 Sep 2025 06:39:18 GMT)<\/li>\n\n\n\n<li>\u72b6\u614b\u7a7a\u9593\u30e2\u30c7\u30eb\u306e\u30b0\u30e9\u30d5\u69cb\u9020\u3078\u306e\u5fdc\u7528\u3001\u300cIn this paper, we first propose DirGraphSSM, a novel graph state space model designed for large-scale sparse di- rected graph learning. Through two innovative components, namely DirEgo2Token and Digraph SSM Scan.\u300d<\/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":[178,376],"class_list":["post-7483","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-graph-neural-networks","tag-ssm"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7483","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=7483"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7483\/revisions"}],"predecessor-version":[{"id":7484,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7483\/revisions\/7484"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7483"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7483"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7483"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}