{"id":16589,"date":"2019-07-29T18:34:26","date_gmt":"2019-07-30T03:49:21","guid":{"rendered":"https:\/\/swarma.org\/?p=16589"},"modified":"2019-07-30T11:49:30","modified_gmt":"2019-07-30T03:49:30","slug":"0bf982cd4a","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=16589","title":{"rendered":"\u4eca\u665a\u4e5d\u70b9\u56fe\u7f51\u7edc\u8bfb\u4e66\u4f1a\u76f4\u64ad | \u5f02\u6784\u56fe\u4e0a\u7684\u6ce8\u610f\u529b\u7f51\u7edc"},"content":{"rendered":"<div class=\"bpp-post-content\">\n<p style=\"text-align: center;\" ><img class=\"rich_pages aligncenter\"      style=\"\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma10-1564458566.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<section class=\"mpa-template\" mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section  mpa-from-tpl=\"t\" style=\"margin-top: 20px;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section   mpa-from-tpl=\"t\" style=\"padding-right: 5px;padding-bottom: 5px;min-width: 200px;min-height: 40px;border-right: 2px solid rgb(230, 230, 230);border-bottom: 2px solid rgb(230, 230, 230);\">\n<section  mpa-from-tpl=\"t\" style=\"padding-right: 15px;padding-left: 15px;font-size: 14px;min-width: 180px;min-height: 40px;border-width: 2px;border-style: solid;border-color: rgb(139, 6, 6);text-align: center;line-height: 40px;\">\n<section   mpa-from-tpl=\"t\" style=\"display: inline-block;color: rgb(79, 79, 79);line-height: 30px;\">\n<section  mpa-is-content=\"t\" mpa-from-tpl=\"t\" style=\"border-color: rgb(139, 6, 6);\"><strong mpa-from-tpl=\"t\"><span mpa-is-content=\"t\" style=\"border-color: rgb(139, 6, 6);color: rgb(123, 12, 0);font-size: 16px;\">\u76f4\u64ad\u9884\u544a<\/span><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><br  \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">7<\/span><span style=\"font-size: 15px;\">\u670829\u65e5\uff08\u5468\u4e00\uff0921:00-21:40\uff0c\u96c6\u667a\u56fe\u7f51\u7edc\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\u5c06\u8fdb\u884c\u65b0\u4e00\u671f\u7684\u8bba\u6587\u5206\u4eab\u76f4\u64ad\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\u3002<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"color: rgb(73, 73, 73);font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><\/span><\/p>\n<p><span style=\"color: rgb(73, 73, 73);font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><br  \/><\/span><\/p>\n<p><span style=\"color: rgb(73, 73, 73);font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\"><br  \/><\/span><\/p>\n<section class=\"mpa-template\" mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section  mpa-from-tpl=\"t\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section   mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p><span style=\"font-size: 16px;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\">\u76f4\u64ad\u4e3b\u9898\uff1a<\/strong><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/strong><\/span><\/p>\n<p><span style=\"font-size: 16px;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/strong>\u5f02\u6784\u56fe\u4e0a\u7684\u6ce8\u610f\u529b\u7f51\u7edc<strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u5f02\u6784\u56fe\u7f51\u7edc\uff08Heterogeneous graph\uff09\u662f\u5305\u542b\u591a\u4e2a\u8282\u70b9\u548c\u8fde\u8fb9\u7c7b\u578b\u7684\u56fe\u7f51\u7edc\uff0c\u6bd4\u666e\u901a\u56fe\u7f51\u7edc\u5305\u542b\u4e86\u66f4\u4e30\u5bcc\u7684\u4fe1\u606f\uff0c<\/span><span style=\"font-size: 15px;\">\u6bd4\u5982\u5143\u8def\u5f84(meta-path)\u6240\u8868\u8fbe\u7684<\/span><span style=\"font-size: 15px;\">\u8bed\u4e49\u4fe1\u606f\u3002<\/span><\/p>\n<p><br  \/><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u672c\u6587\u9996\u6b21\u63d0\u51fa\u4e86\u57fa\u4e8e\u6ce8\u610f\u529b\u673a\u5236\u7684\u5f02\u6784\u56fe\u795e\u7ecf\u7f51\u7edc\uff0c\u5229\u7528\u5c42\u7ea7\u6ce8\u610f\u529b\u673a\u5236\u5f97\u5230\u4e86Heterogeneous&nbsp;<\/span><span style=\"font-size: 15px;\">graph \u7684\u9ad8\u8d28\u91cf\u8868\u5f81\uff0c\u8fdb\u800c\u5728\u4e0b\u6e38\u4efb\u52a1\u4e2d\u53d6\u5f97\u4e86SOTA\u7684\u6548\u679c\u3002<\/span><span style=\"font-size: 15px;\">\u5c42\u7ea7\u6ce8\u610f\u529b\u5305\u62ec\u8282\u70b9\u5c42\u548c\u8bed\u4e49\u5c42\uff0c<\/span><span style=\"font-size: 15px;\">\u5176\u4e2d\u8282\u70b9\u5c42\u7528\u6765\u5b66\u4e60meta-path\u4e2d\u7684\u8282\u70b9\u7684\u76f8\u5bf9\u91cd\u8981\u6027\uff0c\u8bed\u4e49\u5c42\u7ea7\u7684\u6ce8\u610f\u529b\u673a\u5236\u5b66\u4e60<\/span><span style=\"font-size: 15px;\">\u4e0d\u540cmeta-path\u5728\u76ee\u6807\u4efb\u52a1\u4e2d\u7684\u76f8\u5bf9\u91cd\u8981\u6027\u3002<\/span><span style=\"font-size: 15px;\">\u901a\u8fc7\u5c06\u6240\u6709\u8282\u70b9\u6620\u5c04\u5230\u540c\u4e00\u7279\u5f81\u7a7a\u95f4\u4ee5\u53ca\u5c42\u7ea7\u6ce8\u610f\u529b\u673a\u5236<\/span><span style=\"font-size: 15px;\">\uff0c\u672c\u6587\u5c06\u6ce8\u610f\u529b\u65b9\u6cd5\u6210\u529f\u5f15\u5165\u5f02\u6784\u56fe\u7f51\u7edc\u3002<\/span><span style=\"font-size: 15px;\">\u8be5\u7b97\u6cd5\u5145\u5206\u5229\u7528\u4e86\u5f02\u6784\u56fe\u7684meta-path\u4fe1\u606f\u548c\u6ce8\u610f\u529b\u673a\u5236\u7684\u4f18\u52bf\uff0c\u5728\u76ee\u6807\u4efb\u52a1\u4e2d\u4f18\u4e8e\u5904\u7406\u540c\u8d28\u7f51\u7edc\u7684\u5404\u79cd\u65b9\u6cd5\uff0c<\/span><span style=\"font-size: 15px;\">\u4e5f\u4f18\u4e8e\u4ee5\u5f80\u5f02\u6784\u56fe\u7684\u8868\u5f81\u65b9\u6cd5\uff0c\u540c\u65f6\u7b97\u6cd5\u7b80\u6d01\u5177\u6709\u8f83\u4f4e\u7684\u8ba1\u7b97\u590d\u6742\u5ea6\u548c\u8f83\u597d\u7684\u53ef\u89e3\u91ca\u6027\uff0c\u6709\u6f5c\u529b\u6210\u4e3a\u5f02\u6784\u56fe\u7f51\u7edc<\/span><span style=\"font-size: 15px;\">\u7b97\u6cd5\u4e2d\u65b0\u7684\u57fa\u51c6\u3002<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<blockquote class=\"js_blockquote_wrap\"      style=\"white-space: normal;\">\n<section class=\"js_blockquote_digest\">\n<section>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\">\u8bba\u6587\u9898\u76ee\uff1a<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\">Heterogeneous Graph Attention Network\uff08\u5f02\u6784\u56fe\u4e0a\u7684\u6ce8\u610f\u529b\u7f51\u7edc\uff09<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\">\u8bba\u6587\u5730\u5740\uff1a<\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\">https:\/\/arxiv.org\/abs\/1903.07293v1<\/p>\n<\/section>\n<\/section>\n<\/blockquote>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u4e3b\u8bb2\u4eba<\/span><\/strong><span style=\"font-size: 15px;\">\uff1a\u80e1\u4e54<\/span><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><strong><span style=\"font-size: 15px;\">\u76f4\u64ad\u5730\u5740<\/span><\/strong><span style=\"font-size: 15px;\">\uff1a<span style=\"letter-spacing: 0.544px;\">\u96c6\u667a\u4ff1\u4e50\u90e8 B \u7ad9\u76f4\u64ad\u95f4<\/span><\/span><\/p>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"white-space: normal;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>\ud83d\udc40\u5173\u6ce8B\u7ad9\u4e3b\u64ad\u201c\u96c6\u667a\u4ff1\u4e50\u90e8\u201d<\/strong><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>\u4e0d\u9519\u8fc7\u6bcf\u4e00\u573a\u96c6\u667a\u91cd\u78c5\u76f4\u64ad<\/strong><\/strong><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;\"><img class=\"rich_pages aligncenter\"      style=\"letter-spacing: 0.544px;width: 261.313px !important;visibility: visible !important;\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma5-1564458568.png\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>\u76f4\u64ad\u5730\u5740\uff1a<\/strong><\/span><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\"><strong>https:\/\/live.bilibili.com\/8091531<\/strong><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u76f4\u64ad\u65f6<\/strong><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u95f4 \uff1a21:00-21:40<\/strong><\/p>\n<section class=\"mpa-template\" mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section class=\"mpa-template\" mpa-from-tpl=\"t\">\n<p style=\"margin-right: 8px;margin-left: 8px;color: rgb(0, 0, 0);\"><br mpa-from-tpl=\"t\"  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;color: rgb(0, 0, 0);font-size: medium;\"><br mpa-from-tpl=\"t\"  \/><\/p>\n<section  mpa-from-tpl=\"t\" style=\"margin-top: 20px;color: rgb(0, 0, 0);font-size: medium;display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section   mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;font-size: 14px;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);\"><br  \/><\/p>\n<p><span style=\"font-size: 16px;\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\" style=\"border-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" mpa-is-content=\"t\">\u96c6\u667a\u56fe\u7f51\u7edc\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\u516c\u5f00\u62db\u52df<\/strong><\/strong><\/span><\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);text-align: center;line-height: 1.75em;\"><strong style=\"color: rgb(136, 136, 136);font-size: 13px;\"><\/strong><br  \/><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u56fe\u795e\u7ecf\u7f51\u7edc\u662f\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u524d\u6cbf\u70ed\u70b9\u8bae\u9898\uff0c\u5c24\u5176\u662f\u56fe\u7f51\u7edc\uff08Graph Networks\uff09\u63d0\u51fa\u4ee5\u6765\uff0c\u6df1\u5ea6\u5b66\u4e60\u6709\u4e86\u5b9e\u73b0\u56e0\u679c\u63a8\u7406\u7684\u6f5c\u529b\u3002\u4e3a\u4e86\u6301\u7eed\u8ffd\u8e2a\u76f8\u5173\u9886\u57df\u7684\u524d\u6cbf\u8fdb\u5c55\uff0c\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u5317\u5e08\u5927\u7cfb\u7edf\u79d1\u5b66\u5b66\u9662\u5f20\u6c5f\u8bfe\u9898\u7ec4\uff0c\u7ec4\u7ec7\u4e86\u4ee5\u56fe\u7f51\u7edc\u4e3a\u4e3b\u9898\u7684\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\uff0c\u7814\u8ba8\u6700\u65b0\u8bba\u6587\uff0c\u5b55\u80b2\u7814\u7a76\u601d\u8def\u3002<\/span><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u6bcf\u4e00\u671f\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\u7531\u4e00\u4f4d\u6210\u5458\u4e3b\u8bb2\uff0c\u5f62\u5f0f\u4e3a\u8bba\u6587\u5206\u4eab\uff0c\u65f6\u95f4\u4e3a\u6bcf\u5468\u4e00 21:00-21:40\u3002\u52a0\u5165\u8bfb\u4e66\u4f1a\u7fa4\u9700\u62a5\u540d\u5ba1\u6838\uff0c\u539f\u5219\u4e0a\u53c2\u4e0e\u8005\u5e94\u6709\u80fd\u529b\u72ec\u7acb\u5b8c\u6210\u4e00\u6b21\u7ebf\u4e0a\u5206\u4eab\u3002\u5982\u679c\u4f60\u4e5f\u6b63\u5728\u4ece\u4e8b\u56fe\u7f51\u7edc\u4e0e\u6df1\u5ea6\u5b66\u4e60\u65b9\u9762\u7684\u7814\u7a76\u5de5\u4f5c\u6216\u6280\u672f\u5b9e\u8df5\uff0c\u6216\u8005\u5bf9\u8be5\u9886\u57df\u6709\u5f3a\u70c8\u7684\u5b66\u4e60\u610f\u613f\uff0c\u6b22\u8fce\u586b\u5199\u62a5\u540d\u8868\uff0c\u7533\u8bf7\u52a0\u5165\u201c\u96c6\u667a\u56fe\u7f51\u7edc\u8bba\u6587\u5206\u4eab\u5c0f\u7ec4\u201d\uff01<\/span><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><span style=\"font-size: 15px;\">&nbsp;<\/span><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u62a5\u540d\u8bf7\u70b9\u51fb\u4e0b\u65b9\u5c0f\u7a0b\u5e8f\uff0c\u586b\u5199\u62a5\u540d\u8868\u3002\u586b\u8868\u4e4b\u540e\u4f1a\u6709\u5165\u7fa4\u65b9\u5f0f\u3002<\/span><\/p>\n<p style=\"margin: 0pt 8px;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);font-size: 11pt;color: rgb(73, 73, 73);line-height: 1.75em;\"><br  \/><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;\"><mp-miniprogram class=\"miniprogram_element\"        ><\/mp-miniprogram><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;white-space: normal;text-align: center;\"><br  \/><\/p>\n<blockquote class=\"js_blockquote_wrap\"      style=\"white-space: normal;\">\n<section class=\"js_blockquote_digest\">\n<section>\u7f16\u8f91\uff1a\u5f20\u723d<\/section>\n<\/section>\n<\/blockquote>\n<section mpa-from-tpl=\"t\" style=\"white-space: normal;\">\n<section class=\"mpa-template\" mpa-from-tpl=\"t\">\n<section class=\"mpa-template\" mpa-from-tpl=\"t\">\n<p style=\"margin-right: 8px;margin-left: 8px;color: rgb(0, 0, 0);\"><br  \/><\/p>\n<section  mpa-from-tpl=\"t\" style=\"margin-top: 20px;color: rgb(0, 0, 0);display: flex;-webkit-box-pack: center;justify-content: center;-webkit-box-align: center;align-items: center;\">\n<section   mpa-from-tpl=\"t\" style=\"padding-right: 30px;padding-left: 30px;min-width: 60px;text-align: center;border-bottom: 2px solid rgb(232, 230, 230);\">\n<section  mpa-from-tpl=\"t\" style=\"padding-right: 10px;padding-left: 10px;display: inline-block;color: rgb(123, 12, 0);border-bottom: 2px solid rgb(123, 12, 0);transform: translate(0px, 2px);border-top-color: rgb(123, 12, 0);border-left-color: rgb(123, 12, 0);border-right-color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\" style=\"border-color: rgb(123, 12, 0);\"><\/p>\n<p style=\"border-color: rgb(123, 12, 0);font-size: 16px;\">\u5f80\u671f\u8bba\u6587\u89e3\u8bfb<\/p>\n<p><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: circle;margin-left: 8px;margin-right: 8px;\">\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;font-size: 16px;text-align: left;line-height: 1.75em;\"><br  \/><\/p>\n<\/ul>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(0, 0, 0);font-size: 15px;letter-spacing: 0.544px;\"><\/span><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: circle;margin-left: 8px;margin-right: 8px;\">\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u7b2c\u5341\u4e03\u671f\u56fe\u7f51\u7edc\u8bba\u6587\u89e3\u8bfb<\/span><\/strong><\/p>\n<\/li>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u65f6\u95f4\uff1a7 \u67081\u65e5 \u5468\u4e00<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u4e3b\u8bb2\u4eba\uff1a\u9648\u5b5f\u56ed<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">Graph Matching Networks for Learning the Similarity of Graph Structured Objects<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">https:\/\/arxiv.org\/pdf\/1904.12787.pdf<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><br  \/><\/p>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u7b2c\u5341\u516b\u671f\u56fe\u7f51\u7edc\u8bba\u6587\u89e3\u8bfb<\/span><\/strong><\/p>\n<\/li>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u65f6\u95f4\uff1a7 \u67088\u65e5 \u5468\u4e00<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u4e3b\u8bb2\u4eba\uff1a\u9ad8\u98de<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">How Powerful are Graph Neural Networks?<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">\u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">https:\/\/arxiv.org\/pdf\/1810.00826.pdf<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\"><\/span><\/p>\n<\/li>\n<\/ul>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u7b2c\u5341\u4e5d\u671f\u56fe\u7f51\u7edc\u8bba\u6587\u89e3\u8bfb<\/span><\/strong><\/p>\n<\/li>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u65f6\u95f4\uff1a7 \u670815\u65e5 \u5468\u4e00<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u4e3b\u8bb2\u4eba\uff1a\u725f\u7267\u4e91<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\"><\/span><span style=\"font-size: 15px;\">DAG\u7ed3\u6784\u5b66\u4e60\uff1aDAG-NOTEARS \u4e0e DAG-GNN<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">\u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">https:\/\/arxiv.org\/abs\/1803.01422<\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;\"><span style=\"font-size: 15px;\">https:\/\/arxiv.org\/abs\/1904.10098?context=cs.AI<\/span><\/p>\n<\/li>\n<\/ul>\n<p><br  \/><\/p>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u7b2c\u4e8c\u5341\u671f\u56fe\u7f51\u7edc\u8bba\u6587\u89e3\u8bfb<\/span><\/strong><\/p>\n<\/li>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: disc;\">\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u65f6\u95f4\uff1a7 \u670822\u65e5 \u5468\u4e00<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-top: 5px;margin-right: 8px;margin-left: 8px;text-align: left;line-height: 1.75em;\"><span style=\"font-size: 15px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);color: rgb(0, 0, 0);\">\u4e3b\u8bb2\u4eba\uff1a\u5f20\u7ae0<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">\u8bba\u6587\u9898\u76ee\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">Graph networks as learnable physics engines for inference and control<\/span><\/p>\n<\/li>\n<li>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\">\u8bba\u6587\u5730\u5740\uff1a<\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(0, 0, 0);\"><\/span>https:\/\/arxiv.org\/abs\/1806.01242<\/p>\n<\/li>\n<\/ul>\n<\/ul>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><span style=\"color: rgb(0, 0, 0);font-size: 15px;letter-spacing: 0.544px;\"><\/span><\/p>\n<p style=\"margin-right: 8px;margin-left: 8px;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<ul class=\"list-paddingleft-2\" style=\"list-style-type: circle;margin-left: 8px;margin-right: 8px;\">\n<section class=\"mpa-template\" mpa-from-tpl=\"t\">\n<section class=\"mpa-template\" mpa-from-tpl=\"t\">\n<section class=\"\"    mpa-from-tpl=\"t\">\n<section class=\"\"    style=\"color: rgb(0, 0, 0);font-size: medium;\" mpa-from-tpl=\"t\">\n<p style=\"clear: both;min-height: 1em;\"><br mpa-from-tpl=\"t\"  \/><\/p>\n<hr style=\"color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;\"  \/>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;clear: both;min-height: 1em;color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;text-align: center;\"><img class=\"mpa-template aligncenter\"    width=\"100%\"  style=\"letter-spacing: 0.5px;height: auto !important;visibility: visible !important;width: 64px !important;\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma4-1564458569.gif\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><br mpa-from-tpl=\"t\"  \/><\/p>\n<p style=\"clear: both;min-height: 1em;\"><br mpa-from-tpl=\"t\"  \/><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;color: rgb(51, 51, 51);font-size: 17px;letter-spacing: 0.544px;\" mpa-from-tpl=\"t\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;text-align: center;outline: none medium;\" mpa-from-tpl=\"t\">\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;line-height: 25.6px;outline: none medium;\" mpa-from-tpl=\"t\">\n<section   style=\"outline: none medium;\" mpa-from-tpl=\"t\">\n<section  style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 15px;outline: none medium;\" mpa-from-tpl=\"t\">\n<section  style=\"line-height: 25.6px;border-color: rgb(123, 12, 0);\" mpa-from-tpl=\"t\">\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;clear: both;min-height: 1em;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u96c6\u667a\u4ff1\u4e50\u90e8QQ\u7fa4\uff5c877391004<\/span><\/strong><\/p>\n<p style=\"margin-top: 10px;margin-bottom: 10px;padding-right: 3px;padding-left: 3px;clear: both;min-height: 1em;transform: translate3d(0px, 0px, 0px);border-color: rgb(123, 12, 0);line-height: 1.5em;\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 12px;color: rgb(136, 136, 136);\">\u5546\u52a1\u5408\u4f5c\u53ca\u6295\u7a3f\u8f6c\u8f7d\uff5cswarma@swarma.org<br mpa-from-tpl=\"t\"  \/><\/span><\/strong><\/p>\n<section   style=\"margin-right: 0.5em;margin-left: 0.5em;outline: none medium;\" mpa-from-tpl=\"t\">\n<h1 style=\"margin-top: 10px;margin-bottom: 10px;font-weight: 400;font-size: 16px;line-height: 1.75em;\"><strong mpa-from-tpl=\"t\" style=\"font-size: 14px;white-space: pre-wrap;color: rgb(0, 112, 192);line-height: 25.6px;\"><strong mpa-from-tpl=\"t\" style=\"line-height: 28px;white-space: normal;color: rgb(61, 170, 214);font-size: 20px;\"><span style=\"font-size: 14px;color: rgb(136, 136, 136);\"><span style=\"color: rgb(255, 76, 0);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(0, 128, 255);\">\u25c6&nbsp;<\/span><span style=\"color: rgb(61, 170, 214);\">\u25c6<\/span><\/span><\/strong><\/strong><\/h1>\n<\/section>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;clear: both;min-height: 1em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;\"><span style=\"color: rgb(123, 12, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u641c\u7d22\u516c\u4f17\u53f7\uff1a\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;clear: both;min-height: 1em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\"><br mpa-from-tpl=\"t\"  \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-right: 0.5em;margin-left: 0.5em;clear: both;min-height: 1em;font-size: 19px;color: rgb(71, 193, 168);line-height: 23.2727px;\"><span style=\"color: rgb(0, 0, 0);\"><strong mpa-from-tpl=\"t\"><span style=\"font-size: 14px;\">\u52a0\u5165\u201c\u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240\u201d<\/span><\/strong><\/span><\/p>\n<section style=\"margin-right: 0.5em;margin-left: 0.5em;font-size: 14px;color: rgb(71, 193, 168);line-height: 20px;\" mpa-from-tpl=\"t\">\n<p style=\"margin: 5px auto;padding: 10px;clear: both;min-height: 1em;width: 180px;border-width: 2px;border-style: dashed;border-color: rgb(132, 132, 132);line-height: normal;\"><img class=\"mpa-template aligncenter\"           style=\"height: auto !important;visibility: visible !important;width: 156px !important;\" src=\"https:\/\/swarma.org\/wp-content\/uploads\/2019\/07\/swarma6-1564458570.jpg\" alt=\"\u96c6\u667a\" title=\"\u96c6\u667a\"  \/><\/p>\n<\/section>\n<p style=\"clear: both;min-height: 1em;\"><span style=\"font-size: 14px;\">\u8ba9\u82f9\u679c\u7838\u5f97\u66f4\u731b\u70c8\u4e9b\u5427\uff01<\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<p><br  \/><\/p>\n<\/ul>\n<blockquote class=\"keep-source\">\n<p>\u539f\u6587\u59cb\u53d1\u4e8e\u5fae\u4fe1\u516c\u4f17\u53f7\uff08\u96c6\u667a\u4ff1\u4e50\u90e8\uff09\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s\/yM4EaxJVNPzTIzIgwAEO6g\">\u96c6\u667a<\/a><\/p>\n<\/blockquote>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u76f4\u64ad\u9884\u544a 7\u670829\u65e5\uff08\u5468\u4e00\uff0921:00-21:40\uff0c\u96c6\u667a\u56fe\u7f51\u7edc\u7ebf\u4e0a\u8bfb\u4e66\u4f1a\u5c06\u8fdb\u884c\u65b0\u4e00\u671f\u7684\u8bba\u6587\u5206\u4eab\u76f4\u64ad\uff0c\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u53c2\u4e0e\u3002 \u76f4\u64ad\u4e3b\u9898\uff1a \u5f02\u6784\u56fe\u4e0a\u7684\u6ce8\u610f\u529b\u7f51\u7edc 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