{"id":53610,"date":"2024-11-20T23:06:50","date_gmt":"2024-11-20T15:06:50","guid":{"rendered":"https:\/\/swarma.org\/?p=53610"},"modified":"2024-11-20T23:06:50","modified_gmt":"2024-11-20T15:06:50","slug":"%e5%ad%a6%e6%9c%af%e7%9b%9b%e5%ae%b4%ef%bc%8c%e7%ad%89%e4%bd%a0%e6%9d%a5%e4%ba%ab%ef%bd%9clearning-on-graphs-log-2024-%e8%8b%8f%e5%b7%9e%e4%ba%a4%e6%b5%81%e4%bc%9a","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=53610","title":{"rendered":"\u5b66\u672f\u76db\u5bb4\uff0c\u7b49\u4f60\u6765\u4eab\uff5cLearning on Graphs (LoG) 2024 \u82cf\u5dde\u4ea4\u6d41\u4f1a"},"content":{"rendered":"
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\u20142024\u2014<\/strong><\/p>\n<\/section>\n<\/section>\n

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Learning on Graphs <\/strong><\/p>\n<\/section>\n<\/section>\n

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\u6211\u4eec\u8bda\u9080\u60a8\u53c2\u52a0\u56fe\u673a\u5668\u5b66\u4e60\u65b9\u5411\u7684\u660e\u661f\u4f1a\u8baeLearning on Graphs (LoG)\u76842024\u82cf\u5dde\u4ea4\u6d41\u4f1a\uff01\u672c\u6b21\u6d3b\u52a8\u5c06\u6c47\u805a\u201c\u51e0\u4f55\u6df1\u5ea6\u5b66\u4e60<\/strong>\u201d\u3001\u201c\u56fe\u795e\u7ecf\u7f51\u7edc<\/strong>\u201d\u548c\u201cAI4Science<\/strong>\u201d \u7b49\u9886\u57df\u7684\u9876\u5c16\u4e13\u5bb6\u3002\u52a0\u5165\u6211\u4eec\uff0c\u8046\u542c\u884c\u4e1a\u5185\u77e5\u540d\u5b66\u8005\u7684\u7cbe\u5f69\u5206\u4eab\uff0c\u4e0e\u6765\u81ea\u4e9a\u592a\u5730\u533a\u7684\u8d44\u6df1\u4e13\u5bb6\u53ca\u65b0\u9510\u4eba\u624d\u4ea4\u6d41\u4e92\u52a8\uff01<\/p>\n<\/section>\n<\/section>\n<\/section>\n

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01#<\/strong><\/p>\n<\/section>\n<\/section>\n

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2024LoG<\/strong><\/p>\n<\/section>\n<\/section>\n

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INTRODUCTION<\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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LoG\u662f\u56fe\u673a\u5668\u5b66\u4e60\u548c\u51e0\u4f55\u6df1\u5ea6\u5b66\u4e60\u65b9\u5411\u7684\u65b0\u5174\u5e74\u5ea6\u4f1a\u8bae\u3002\u56fe\u673a\u5668\u5b66\u4e60\u4e4b\u6240\u4ee5\u91cd\u8981\uff0c\u4e3b\u8981\u56e0\u4e3a\u5b83\u63d0\u4f9b\u4e86\u6709\u6548\u7684\u65b9\u6cd5\u6765\u5904\u7406\u548c\u5206\u6790\u590d\u6742\u7684\u5173\u7cfb\u6570\u636e\u548c\u7ed3\u6784\u5316\u6570\u636e\u3002\u5728\u8bb8\u591a\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6570\u636e\u5f80\u5f80\u4ee5\u7f51\u7edc\u6216\u56fe\u7684\u5f62\u5f0f\u5448\u73b0\uff0c\u6bd4\u5982\u793e\u4ea4\u7f51\u7edc\u3001\u77e5\u8bc6\u56fe\u8c31\u3001\u751f\u7269\u4fe1\u606f\u3001\u63a8\u8350\u7cfb\u7edf\u7b49\u7b49\u3002\u56fe\u673a\u5668\u5b66\u4e60\u80fd\u591f\u4ece\u8fd9\u4e9b\u5173\u7cfb\u4e2d\u63d0\u53d6\u4fe1\u606f\uff0c\u5e76\u5728\u4e0d\u89c4\u5219\u7684\u56fe\u7ed3\u6784\u4e2d\u8fdb\u884c\u5b66\u4e60\u548c\u9884\u6d4b\u3002\u66f4\u5e7f\u6cdb\u7684\uff0c\u51e0\u4f55\u6df1\u5ea6\u5b66\u4e60\u662f\u4e00\u79cd\u7814\u7a76\u5982\u4f55\u5728\u975e\u6b27\u51e0\u91cc\u5f97\u7ed3\u6784\u7684\u6570\u636e\uff08\u5982\u56fe\u3001\u7f51\u683c\u3001\u6d41\u5f62\uff09\u4e0a\u5e94\u7528\u6df1\u5ea6\u5b66\u4e60\u6280\u672f\u7684\u9886\u57df\u3002\u5176\u6269\u5c55\u4e86\u6df1\u5ea6\u5b66\u4e60\u7684\u5e94\u7528\u573a\u666f\uff0c\u4f7f\u5176\u80fd\u591f\u5728\u5177\u6709\u590d\u6742\u7ed3\u6784\u548c\u51e0\u4f55\u7ea6\u675f\u7684\u6570\u636e\u4e0a\u8fdb\u884c\u5b66\u4e60\u3002<\/p>\n


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LoG \u59cb\u4e8e 2022 \u5e74\u3002\u5c3d\u7ba1\u53d7\u5230\u75ab\u60c5\u5f71\u54cd\uff0cLoG \u4e0d\u4ec5\u6210\u529f\u4e3e\u529e\u4e86\u7ebf\u4e0a\u5927\u4f1a\uff0c\u8fd8\u5728\u5168\u7403\u591a\u5730\u7ec4\u7ec7\u4e86\u7ebf\u4e0b\u4ea4\u6d41\u4f1a\u6d3b\u52a8\u3002\u4f8b\u5982\uff0c2023 \u5e74\u7684\u4e0a\u6d77\u4ea4\u6d41\u4f1a\u5728\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u6210\u529f\u4e3e\u529e\uff0c\u5438\u5f15\u4e86\u6765\u81ea\u5404\u5730\u7684\u7814\u7a76\u4eba\u5458\u548c\u4ece\u4e1a\u8005\u3002<\/p>\n


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2024\u5e7411\u670829\u65e5\u201412\u67081\u65e5<\/p>\n<\/section>\n<\/section>\n

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https:\/\/log2024kunshan.github.io\/log24dku\/ <\/span>\uff08\u7ebf\u4e0a\u7ebf\u4e0b\uff09<\/p>\n<\/section>\n<\/section>\n

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LoG\u5168\u7403\u5927\u4f1a\u7f51\u5740<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n

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https:\/\/logconference.org\/<\/span> (\u7ebf\u4e0a\u5168\u7403\u76f4\u64ad)<\/p>\n<\/section>\n<\/section>\n

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\u73b0\u5b9e\u4e16\u754c\u4e2d\u5927\u91cf\u95ee\u9898\u7684\u89e3\u51b3\u4f9d\u8d56\u4e8e\u7b97\u6cd5\u7684\u8bbe\u8ba1\u4e0e\u6c42\u89e3\u3002\u4f20\u7edf\u7b97\u6cd5\u7531\u4eba\u7c7b\u4e13\u5bb6\u8bbe\u8ba1\uff0c\u800c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e0d\u65ad\u53d1\u5c55\uff0c\u7b97\u6cd5\u81ea\u52a8\u5b66\u4e60\u7b97\u6cd5\u7684\u6848\u4f8b\u65e5\u76ca\u589e\u591a\uff0c\u5982\u4ee5\u795e\u7ecf\u7f51\u7edc\u4e3a\u4ee3\u8868\u7684\u7684\u4eba\u5de5\u667a\u80fd\u7b97\u6cd5\uff0c\u8fd9\u662f\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u7684\u7f18\u7531\u3002\u5728\u7b97\u6cd5\u795e\u7ecf\u5316\u6c42\u89e3\u65b9\u5411\u4e0a\uff0c\u56fe\u795e\u7ecf\u7f51\u7edc\u662f\u4e00\u4e2a\u5f3a\u6709\u529b\u7684\u5de5\u5177\uff0c\u80fd\u591f\u5145\u5206\u5229\u7528\u56fe\u7ed3\u6784\u7684\u7279\u6027\uff0c\u5b9e\u73b0\u5bf9\u9ad8\u590d\u6742\u5ea6\u7b97\u6cd5\u7684\u9ad8\u6548\u8fd1\u4f3c\u6c42\u89e3\u3002\u57fa\u4e8e\u56fe\u795e\u7ecf\u7f51\u7edc\u7684\u590d\u6742\u7cfb\u7edf\u4f18\u5316\u4e0e\u63a7\u5236\u5c06\u4f1a\u662f\u5927\u6a21\u578b\u70ed\u6f6e\u4e4b\u540e\u65b0\u7684\u672a\u6765\u65b9\u5411\u3002<\/span><\/section>\n

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\u52a0\u901f\u7ecf\u5178\u7b97\u6cd5\u6548\u7387\uff0c\u7a81\u7834\u73b0\u5b9e\u6280\u672f\u74f6\u9888\uff1a\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u7ec4\u5408\u4f18\u5316\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span>
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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c<\/span>\u62a5\u540d\u8bfb\u4e66\u4f1a<\/strong><\/span><\/strong><\/span><\/span><\/p>\n

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\u20142024\u2014 Learning on Graphs  \u5b66\u672f\u76db\u5bb4\uff0c\u7b49\u4f60\u6765\u4eab \u6211\u4eec\u8bda\u9080\u60a8\u53c2\u52a0\u56fe\u673a\u5668\u5b66\u4e60\u65b9\u5411\u7684\u660e\u661f\u4f1a\u8baeLearning on Graphs (LoG)\u76842024\u82cf\u5dde\u4ea4\u6d41\u4f1a\uff01\u672c\u6b21\u6d3b\u52a8\u5c06\u6c47\u805a\u201c\u51e0\u4f55\u6df1\u5ea6\u5b66\u4e60\u201d\u3001\u201c\u56fe\u795e\u7ecf\u7f51\u7edc\u201d\u548c\u201cAI4Science\u201d \u7b49\u9886\u57df\u7684\u9876\u5c16\u4e13\u5bb6\u3002\u52a0\u5165\u6211\u4eec\uff0c\u8046\u542c\u884c…<\/p>\n","protected":false},"author":0,"featured_media":53605,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/53610"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=53610"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/53610\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/53605"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=53610"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=53610"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=53610"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=53610"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}