{"id":4926,"date":"2022-07-29T13:42:36","date_gmt":"2022-07-29T05:42:36","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=4926"},"modified":"2022-07-29T13:42:36","modified_gmt":"2022-07-29T05:42:36","slug":"%e8%a7%92%e9%80%9f%e5%ba%a6%e3%80%81%e7%ba%bf%e9%80%9f%e5%ba%a6%e4%b9%8b%e5%a4%96%ef%bc%8c%e6%8f%8f%e8%bf%b0%e5%ae%87%e5%ae%99%e8%bf%98%e6%9c%89%e5%8f%a6%e4%b8%80%e7%a7%8d%e6%96%b9%e5%bc%8f%ef%bc%9fai","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2022\/07\/29\/4926\/","title":{"rendered":"\u89d2\u901f\u5ea6\u3001\u7ebf\u901f\u5ea6\u4e4b\u5916\uff0c\u63cf\u8ff0\u5b87\u5b99\u8fd8\u6709\u53e6\u4e00\u79cd\u65b9\u5f0f\uff1fAI\u53d1\u73b0\u65b0\u53d8\u91cf\u767bNature\u5b50\u520a"},"content":{"rendered":"<p data-id=\"pd157317-EZBrePtC\">\u8ba9 AI \u53d1\u73b0\u7269\u7406\u89c4\u5f8b\u5df2\u7ecf\u4e0d\u662f\u4ec0\u4e48\u65b0\u9c9c\u4e8b\uff0c\u524d\u6bb5\u6211\u4eec\u62a5\u9053\u8fc7\u300c\u7ed9 GNN \u4e00\u5806\u6570\u636e\uff0c\u5b83\u81ea\u5df1\u5c31\u80fd\u53d1\u73b0\u4e07\u6709\u5f15\u529b\u5b9a\u5f8b\u300d\u7684\u6d88\u606f\uff0c\u4f46\u5982\u679c\u6211\u4eec\u8fde\u53d8\u91cf\u90fd\u4e0d\u7ed9\u5b83\u5462\uff1f\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u7684\u4e00\u9879\u7814\u7a76\u8868\u660e\uff0cAI \u4ec5\u901a\u8fc7\u6444\u50cf\u673a\u89c2\u5bdf\u73b0\u8c61\u5c31\u80fd\u81ea\u5df1\u63d0\u53d6\u51fa\u53d8\u91cf\uff0c\u800c\u4e14\u6709\u4e9b\u53d8\u91cf\u53ef\u80fd\u662f\u4eba\u7c7b\u8fd8\u6ca1\u6709\u53d1\u73b0\u7684\u3002\u5982\u679c\u501f\u52a9\u8fd9\u79cd\u65b9\u5f0f\u6765\u53d1\u73b0\u65b0\u7684\u53d8\u91cf\uff0c\u6211\u4eec\u662f\u4e0d\u662f\u53ef\u4ee5\u53d1\u73b0\u65b0\u7684\u7269\u7406\u89c4\u5f8b\uff1f<\/p>\n<p data-id=\"pd157317-YeslO1iX\">E = mc\u00b2 \u662f\u9610\u8ff0\u80fd\u91cf\u4e0e\u8d28\u91cf\u95f4\u76f8\u4e92\u5173\u7cfb\u7684\u8d28\u80fd\u65b9\u7a0b\uff0c\u5176\u4e2d E \u8868\u793a\u80fd\u91cf\uff0cm \u4ee3\u8868\u8d28\u91cf\uff0c\u800c c \u5219\u8868\u793a\u5149\u901f\uff08\u5e38\u6570\uff0cc=299792458m\/s\uff0c\u6709\u65f6\u53d6 3.00\u00d7108 m\/s\uff09\u3002\u8d28\u80fd\u65b9\u7a0b\u7531\u7231\u56e0\u65af\u5766\u63d0\u51fa\uff0c\u4e3b\u8981\u7528\u6765\u89e3\u91ca\u6838\u53d8\u53cd\u5e94\u4e2d\u7684\u8d28\u91cf\u4e8f\u635f\u548c\u8ba1\u7b97\u9ad8\u80fd\u7269\u7406\u4e2d\u7c92\u5b50\u7684\u80fd\u91cf\uff0c\u5e76\u4fc3\u6210\u4e86\u6ce2\u52a8\u529b\u5b66\u7684\u8bde\u751f\u3002<\/p>\n<p data-id=\"pd157317-lafGuy83\">\u4e00\u767e\u591a\u5e74\u524d\uff0c\u7231\u56e0\u65af\u5766\u5728\u63d0\u51fa\u8fd9\u4e2a\u65b9\u7a0b\u4e4b\u524d\u663e\u7136\u5df2\u7ecf\u6709\u4e86\u80fd\u91cf\u3001\u8d28\u91cf\u548c\u901f\u5ea6\u8fd9\u4e9b\u57fa\u672c\u53d8\u91cf\u3002\u5982\u679c\u6ca1\u6709\u8fd9\u4e9b\u53d8\u91cf\uff0c\u5373\u4f7f\u662f\u7231\u56e0\u65af\u5766\uff0c\u4e5f\u65e0\u6cd5\u53d1\u73b0\u76f8\u5bf9\u8bba\u3002\u4f46\u4ee4\u4eba\u60ca\u8bb6\u7684\u662f\uff0c\u4eba\u5de5\u667a\u80fd\u73b0\u5728\u53ef\u4ee5\u81ea\u52a8\u53d1\u73b0\u8fd9\u4e9b\u53d8\u91cf\uff0c\u800c\u4e14\u6709\u4e9b\u53d8\u91cf\u8fd8\u8d85\u51fa\u4e86\u4eba\u7c7b\u5df2\u77e5\u7684\u8303\u56f4\uff0c\u8fd9\u5c06\u5927\u5927\u52a0\u5feb\u79d1\u5b66\u53d1\u73b0\u7684\u901f\u5ea6\u3002<\/p>\n<p data-id=\"pd157317-5wUi0zqB\">\u8fd9\u662f\u6765\u81ea\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u7684\u4e00\u9879\u65b0\u7814\u7a76\uff0c\u7814\u7a76\u8005\u8bd5\u56fe\u8ba9\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u7a0b\u5e8f\u901a\u8fc7\u6444\u50cf\u673a\u89c2\u5bdf\u7269\u7406\u73b0\u8c61\uff0c\u7136\u540e\u5c1d\u8bd5\u641c\u7d22\u80fd\u591f\u5b8c\u5168\u63cf\u8ff0\u89c2\u5bdf\u73b0\u8c61\u7684\u6700\u5c0f\u57fa\u672c\u53d8\u91cf\u96c6\u3002\u7814\u7a76\u8bba\u6587\u4e8e 7 \u6708 25 \u65e5\u53d1\u8868\u5728\u300aNature Computational Science\u300b\u6742\u5fd7\u4e0a\u3002<\/p>\n<p data-id=\"pb60e94d-HopZ19ty\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4930\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/07\/QS1-300x166-1.png\" width=\"300\" height=\"166\" alt=\"\" \/><\/p>\n<p data-id=\"pd157317-GUwVAR7F\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/www.nature.com\/articles\/s43588-022-00281-6<\/p>\n<p data-id=\"pd157317-fNPuB23f\">\u5982\u4e0b\u56fe\u6240\u793a\uff0c\u8be5\u7814\u7a76\u8ba9 AI \u89c2\u5bdf\u8fd0\u52a8\u7684\u6df7\u6c8c\u6447\u6746\u9a71\u52a8\u7cfb\u7edf\u7684\u89c6\u9891\uff0c\u4ece\u8fd9\u4e9b\u9ad8\u7ef4\u89c6\u9891\u7247\u6bb5\u4e2d\u8bc6\u522b\u548c\u63d0\u53d6\u63cf\u8ff0\u6b64\u7c7b\u7cfb\u7edf\u6240\u9700\u7684\u6700\u5c11\u72b6\u6001\u53d8\u91cf\u3002<\/p>\n<p data-id=\"pb60e94d-grFSNMjh\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4931\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/07\/QS2-300x169-1.gif\" width=\"300\" height=\"169\" alt=\"\" \/><\/p>\n<p data-id=\"pd157317-HfQ8JBpD\">\u79d1\u5b66\u5bb6\u4eec\u9996\u5148\u5411\u7cfb\u7edf\u63d0\u4f9b\u4ed6\u4eec\u5df2\u7ecf\u77e5\u9053\u89e3\u51b3\u65b9\u6848\u7684\u7269\u7406\u73b0\u8c61\u7684\u539f\u59cb\u89c6\u9891\u7247\u6bb5\u3002\u4f8b\u5982\uff0c\u4ed6\u4eec\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6446\u52a8\u53cc\u6446\u7684\u89c6\u9891\uff0c\u5df2\u77e5\u8be5\u53cc\u6446\u5177\u6709 4 \u4e2a\u300c\u72b6\u6001\u53d8\u91cf\u300d\u2014\u2014\u4e24\u4e2a\u81c2\u4e2d\u6bcf\u4e00\u4e2a\u7684\u89d2\u5ea6\u548c\u89d2\u901f\u5ea6\u3002\u7ecf\u8fc7\u51e0\u4e2a\u5c0f\u65f6\u7684\u5206\u6790\uff0c\u4eba\u5de5\u667a\u80fd\u8f93\u51fa\u4e86\u7b54\u6848\uff1a4.7\u3002<\/p>\n<p data-id=\"pd157317-BqXvr1Iy\">\u300c\u6211\u4eec\u8ba4\u4e3a\u8fd9\u4e2a\u7b54\u6848\u5df2\u7ecf\u8db3\u591f\u63a5\u8fd1\u4e86\uff0c\u300d\u8bba\u6587\u4f5c\u8005\u4e4b\u4e00\u3001\u673a\u68b0\u5de5\u7a0b\u7cfb\u521b\u610f\u673a\u5668\u5b9e\u9a8c\u5ba4\uff08Creative Machines Lab\uff09\u4e3b\u4efb Hod Lipson \u8bf4\u3002\u300c\u7279\u522b\u662f\u8003\u8651\u5230\u6240\u6709 AI \u53ef\u4ee5\u8bbf\u95ee\u7684\u90fd\u662f\u539f\u59cb\u89c6\u9891\u7247\u6bb5\uff0c\u6ca1\u6709\u4efb\u4f55\u7269\u7406\u6216\u51e0\u4f55\u77e5\u8bc6\u3002\u4f46\u6211\u4eec\u60f3\u77e5\u9053\u5b83\u7528\u7684\u53d8\u91cf\u5177\u4f53\u6709\u54ea\u4e9b\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6570\u5b57\u3002\u300d<\/p>\n<p data-id=\"pd157317-HYboo29P\">\u7136\u540e\uff0c\u7814\u7a76\u4eba\u5458\u7ee7\u7eed\u53ef\u89c6\u5316 AI \u7a0b\u5e8f\u8bc6\u522b\u51fa\u7684\u5b9e\u9645\u53d8\u91cf\u3002\u63d0\u53d6\u53d8\u91cf\u672c\u8eab\u5f88\u56f0\u96be\uff0c\u56e0\u4e3a\u7a0b\u5e8f\u65e0\u6cd5\u4ee5\u4efb\u4f55\u4eba\u7c7b\u53ef\u4ee5\u7406\u89e3\u7684\u76f4\u89c2\u65b9\u5f0f\u63cf\u8ff0\u5b83\u4eec\u3002\u7ecf\u8fc7\u4e00\u756a\u8c03\u67e5\u7814\u7a76\uff0c\u7a0b\u5e8f\u9009\u62e9\u7684\u4e24\u4e2a\u53d8\u91cf\u4f3c\u4e4e\u4e0e\u4e24\u4e2a\u6446\u81c2\u7684\u89d2\u5ea6\u5927\u81f4\u5bf9\u5e94\uff0c\u4f46\u53e6\u5916\u4e24\u4e2a\u4ecd\u7136\u662f\u4e2a\u8c1c\u3002<\/p>\n<p data-id=\"pd157317-IVxURW7j\">\u300c\u6211\u4eec\u5c1d\u8bd5\u5c06\u53e6\u5916\u4e24\u4e2a\u53d8\u91cf\u4e0e\u6211\u4eec\u80fd\u60f3\u5230\u7684\u6240\u6709\u5df2\u77e5\u53d8\u91cf\u8054\u7cfb\u8d77\u6765\uff1a\u89d2\u901f\u5ea6\u548c\u7ebf\u901f\u5ea6\u3001\u52a8\u80fd\u548c\u52bf\u80fd\uff0c\u4ee5\u53ca\u5df2\u77e5\u91cf\u7684\u5404\u79cd\u7ec4\u5408\uff0c\u300d\u8bba\u6587\u4e00\u4f5c\u3001\u521a\u4ece\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u62ff\u5230\u535a\u58eb\u5b66\u4f4d\u7684\u73b0\u675c\u514b\u5927\u5b66\u52a9\u7406\u6559\u6388\u9648\u535a\u6e90\uff08Boyuan Chen\uff09\u89e3\u91ca\u8bf4\u3002\u300c\u4f46\u4f3c\u4e4e\u6ca1\u6709\u4e00\u4e2a\u5df2\u77e5\u53d8\u91cf\u80fd\u591f\u5b8c\u7f8e\u5339\u914d AI \u7a0b\u5e8f\u6240\u8bc6\u522b\u51fa\u7684\u90a3\u4e24\u4e2a\u53d8\u91cf\u3002\u300d\u8be5\u56e2\u961f\u76f8\u4fe1 AI \u5df2\u7ecf\u627e\u5230\u4e86\u4e00\u7ec4\u6709\u6548\u7684\u7531\u56db\u4e2a\u53d8\u91cf\u7ec4\u6210\u7684\u53d8\u91cf\u96c6\uff0c\u56e0\u4e3a\u5b83\u505a\u51fa\u4e86\u5f88\u597d\u7684\u9884\u6d4b\uff0c\u300c\u4f46\u6211\u4eec\u8fd8\u65e0\u6cd5\u7406\u89e3\u5b83\u6240\u7528\u5230\u7684\u6570\u5b66\u8bed\u8a00\uff0c\u300d\u4ed6\u89e3\u91ca\u8bf4\u3002<\/p>\n<p data-id=\"pd157317-4B4Kxdam\">\u5728\u7528\u5df2\u77e5\u89e3\u51b3\u65b9\u6848\u9a8c\u8bc1\u4e86\u8bb8\u591a\u5176\u4ed6\u7269\u7406\u7cfb\u7edf\u540e\uff0c\u79d1\u5b66\u5bb6\u4eec\u8f93\u5165\u4e86\u4ed6\u4eec\u4e0d\u77e5\u9053\u660e\u786e\u7b54\u6848\u7684\u7cfb\u7edf\u7684\u89c6\u9891\u3002\u5176\u4e2d\u4e00\u4e2a\u89c6\u9891\u5c55\u793a\u4e86\u4e00\u4e2a\u968f\u98ce\u6447\u6446\u7684\u6c14\u7403\u3002\u7ecf\u8fc7\u51e0\u4e2a\u5c0f\u65f6\u7684\u5206\u6790\uff0c\u7a0b\u5e8f\u8fd4\u56de\u4e86 8 \u4e2a\u53d8\u91cf\u3002\u540c\u6837\uff0c\u6709\u5173\u7194\u5ca9\u706f\u7684\u89c6\u9891\u4e5f\u4ea7\u751f\u4e86 8 \u4e2a\u53d8\u91cf\u3002\u5f53\u89c6\u9891\u6362\u6210\u5173\u4e8e\u58c1\u7089\u7684\u89c6\u9891\u65f6\uff0c\u7a0b\u5e8f\u8fd4\u56de\u4e86 24 \u4e2a\u53d8\u91cf\u3002<\/p>\n<p data-id=\"pb60e94d-2Q2I6SW5\"><img loading=\"lazy\" decoding=\"async\" class=\"alignnone size-full wp-image-4932\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2022\/07\/QS3-300x169-1.gif\" width=\"300\" height=\"169\" alt=\"\" \/><\/p>\n<p data-id=\"pd157317-zPXNG0Kv\">\u4e00\u4e2a\u7279\u522b\u6709\u8da3\u7684\u95ee\u9898\u662f\uff1aAI \u7a0b\u5e8f\u4e3a\u6bcf\u4e2a\u7cfb\u7edf\u6240\u627e\u5230\u7684\u53d8\u91cf\u96c6\u662f\u552f\u4e00\u7684\u5417\uff1f\u6216\u8005\u8bf4\uff0c\u5728\u6bcf\u6b21\u91cd\u542f\u7a0b\u5e8f\u4e4b\u540e\uff0c\u5b83\u6240\u627e\u5230\u7684\u4e0b\u4e00\u4e2a\u53d8\u91cf\u96c6\u8fd8\u548c\u539f\u6765\u4e00\u6837\u5417\uff1f<\/p>\n<p data-id=\"pd157317-wS10snXd\">\u300c\u6211\u4e00\u76f4\u5728\u60f3\uff0c\u5982\u679c\u6211\u4eec\u80fd\u9047\u89c1\u4e00\u4e2a\u7279\u522b\u806a\u660e\u7684\u5916\u661f\u7269\u79cd\uff0c\u4ed6\u4eec\u4f1a\u4e0d\u4f1a\u4e5f\u5df2\u7ecf\u53d1\u73b0\u4e86\u6211\u4eec\u6240\u53d1\u73b0\u7684\u4e00\u4e9b\u7269\u7406\u89c4\u5f8b\uff1f\u6216\u8005\uff0c\u4ed6\u4eec\u662f\u5426\u4f1a\u4ee5\u4e00\u79cd\u4e0d\u540c\u7684\u65b9\u5f0f\u63cf\u8ff0\u5b87\u5b99\uff1f\u300dLipson \u8bf4\uff0c\u300c\u6216\u8bb8\u6709\u4e9b\u73b0\u8c61\u4e4b\u6240\u4ee5\u770b\u8d77\u6765\u975e\u5e38\u590d\u6742\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u4e00\u76f4\u8bd5\u56fe\u7528\u9519\u8bef\u7684\u53d8\u91cf\u96c6\u6765\u63cf\u8ff0\u5b83\u4eec\u3002\u300d<\/p>\n<p data-id=\"pd157317-jlFHLpUV\">\u5728\u5b9e\u9a8c\u4e2d\uff0cAI \u6bcf\u6b21\u91cd\u542f\u65f6\u6240\u63d0\u53d6\u7684\u53d8\u91cf\u6570\u91cf\u662f\u76f8\u540c\u7684\uff0c\u4f46\u6bcf\u6b21\u7684\u5177\u4f53\u53d8\u91cf\u662f\u4e0d\u540c\u7684\u3002\u6240\u4ee5\u8bf4\uff0c\u5728\u5e38\u89c4\u65b9\u5f0f\u4e4b\u5916\uff0c\u6211\u4eec\u786e\u5b9e\u8fd8\u6709\u5176\u4ed6\u65b9\u5f0f\u53ef\u4ee5\u63cf\u8ff0\u5b87\u5b99\uff0c\u800c\u6211\u4eec\u73b0\u5728\u9009\u62e9\u7684\u8fd9\u79cd\u65b9\u5f0f\u672a\u5fc5\u5c31\u662f\u5b8c\u7f8e\u7684\u3002<\/p>\n<p data-id=\"pd157317-gDA9NMEK\">\u7814\u7a76\u4eba\u5458\u8868\u793a\uff0c\u8fd9\u79cd AI \u53ef\u4ee5\u5e2e\u52a9\u79d1\u5b66\u5bb6\u53d1\u73b0\u751f\u7269\u5b66\u3001\u5b87\u5b99\u5b66\u7b49\u5b66\u79d1\u4e2d\u590d\u6742\u7684\u73b0\u8c61\uff0c\u5728\u8fd9\u79cd\u73b0\u8c61\u7684\u7814\u7a76\u4e2d\uff0c\u7406\u8bba\u7406\u89e3\u8ddf\u4e0d\u4e0a\u6d77\u91cf\u6570\u636e\u7684\u6b65\u4f10\u3002\u300c\u867d\u7136\u6211\u4eec\u5728\u8fd9\u9879\u5de5\u4f5c\u4e2d\u4f7f\u7528\u4e86\u89c6\u9891\u6570\u636e\uff0c\u4f46\u5176\u5b9e\uff0c\u4efb\u4f55\u7c7b\u578b\u7684\u9635\u5217\u6570\u636e\u6e90\u90fd\u53ef\u4ee5\u4f7f\u7528\u2014\u2014\u4f8b\u5982\u96f7\u8fbe\u9635\u5217\u6216 DNA \u9635\u5217\uff0c\u300d\u8bba\u6587\u5408\u8457\u8005 Kuang Huang \u89e3\u91ca\u8bf4\u3002<\/p>\n<p data-id=\"pd157317-CnAFyYfh\">\u8fd9\u9879\u5de5\u4f5c\u662f Lipson \u548c\u54e5\u4f26\u6bd4\u4e9a\u5927\u5b66\u5085\u6c0f\u57fa\u91d1\u4f1a\u5e94\u7528\u6570\u5b66\u8bb2\u5e2d\u6559\u6388\u675c\u5f3a\uff08Qiang Du\uff09\u51e0\u5341\u5e74\u6765\u7814\u7a76\u5174\u8da3\u7684\u4e00\u90e8\u5206\uff0c\u4ed6\u4eec\u81f4\u529b\u4e8e\u521b\u9020\u53ef\u4ee5\u5c06\u6570\u636e\u63d0\u70bc\u6210\u79d1\u5b66\u89c4\u5f8b\u7684\u7b97\u6cd5\u3002\u8fc7\u53bb\u7684\u8f6f\u4ef6\u7cfb\u7edf\uff0c\u5982 Lipson \u548c Michael Schmidt \u7684 Eureqa \u8f6f\u4ef6\uff0c\u53ef\u4ee5\u4ece\u5b9e\u9a8c\u6570\u636e\u4e2d\u63d0\u53d6\u4efb\u610f\u7684\u7269\u7406\u5b9a\u5f8b\uff0c\u4f46\u524d\u63d0\u662f\u9884\u5148\u786e\u5b9a\u53d8\u91cf\u3002\u4f46\u5982\u679c\u6211\u4eec\u8fde\u53d8\u91cf\u90fd\u8fd8\u4e0d\u77e5\u9053\u5462\uff1f<\/p>\n<p data-id=\"pd157317-a1yL9vpe\">Lipson \u8ba4\u4e3a\uff0c\u79d1\u5b66\u5bb6\u4eec\u6709\u65f6\u5019\u8bef\u89e3\u6216\u65e0\u6cd5\u7406\u89e3\u67d0\u79cd\u73b0\u8c61\u53ef\u80fd\u4ec5\u4ec5\u662f\u56e0\u4e3a\u4ed6\u4eec\u6ca1\u6709\u4e00\u7ec4\u5f88\u597d\u7684\u53d8\u91cf\u6765\u63cf\u8ff0\u8fd9\u79cd\u73b0\u8c61\u3002\u300c\u51e0\u5343\u5e74\u6765\uff0c\u4eba\u4eec\u4e00\u76f4\u90fd\u6709\u7269\u4f53\u8fd0\u52a8\u5feb\u6162\u7684\u6982\u5ff5\uff0c\u4f46\u76f4\u5230\u901f\u5ea6\u548c\u52a0\u901f\u5ea6\u7684\u6982\u5ff5\u88ab\u6b63\u5f0f\u91cf\u5316\u540e\uff0c\u725b\u987f\u624d\u53d1\u73b0\u4e86\u8457\u540d\u7684\u725b\u987f\u7b2c\u4e8c\u5b9a\u5f8b\uff1aF=MA\uff0c\u300dLipson \u8bf4\u3002\u8fd9\u4e9b\u53d8\u91cf\u662f\u7406\u8bba\u5f97\u4ee5\u5f62\u6210\u7684\u524d\u7f6e\u6761\u4ef6\u3002\u57fa\u4e8e\u8fd9\u4e00\u70b9\uff0c\u675c\u5f3a\u60f3\u77e5\u9053\uff0c\u300c\u8fd8\u6709\u54ea\u4e9b\u5b9a\u5f8b\u662f\u56e0\u4e3a\u7f3a\u4e4f\u53d8\u91cf\u800c\u6ca1\u88ab\u6211\u4eec\u53d1\u73b0\u5462\uff1f\u300d<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_4926\" class=\"pvc_stats total_only  \" data-element-id=\"4926\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u8ba9 AI \u53d1\u73b0\u7269\u7406\u89c4\u5f8b\u5df2\u7ecf\u4e0d\u662f\u4ec0\u4e48\u65b0\u9c9c\u4e8b\uff0c\u524d\u6bb5\u6211\u4eec\u62a5\u9053\u8fc7\u300c\u7ed9 GNN \u4e00\u5806\u6570\u636e\uff0c\u5b83\u81ea\u5df1\u5c31\u80fd\u53d1\u73b0\u4e07\u6709\u5f15\u529b\u5b9a\u5f8b\u300d\u7684 [&hellip;]<\/p>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_4926\" class=\"pvc_stats total_only  \" data-element-id=\"4926\" style=\"\"><i class=\"pvc-stats-icon medium\" aria-hidden=\"true\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" version=\"1.0\" viewBox=\"0 0 502 315\" preserveAspectRatio=\"xMidYMid meet\"><g transform=\"translate(0,332) scale(0.1,-0.1)\" fill=\"\" stroke=\"none\"><path d=\"M2394 3279 l-29 -30 -3 -207 c-2 -182 0 -211 15 -242 39 -76 157 -76 196 0 15 31 17 60 15 243 l-3 209 -33 29 c-26 23 -41 29 -80 29 -41 0 -53 -5 -78 -31z\"\/><path d=\"M3085 3251 c-45 -19 -58 -50 -96 -229 -47 -217 -49 -260 -13 -295 52 -53 146 -42 177 20 16 31 87 366 87 410 0 70 -86 122 -155 94z\"\/><path d=\"M1751 3234 c-13 -9 -29 -31 -37 -50 -12 -29 -10 -49 21 -204 19 -94 39 -189 45 -210 14 -50 54 -80 110 -80 34 0 48 6 76 34 21 21 34 44 34 59 0 14 -18 113 -40 219 -37 178 -43 195 -70 221 -36 32 -101 37 -139 11z\"\/><path d=\"M1163 3073 c-36 -7 -73 -59 -73 -102 0 -56 133 -378 171 -413 34 -32 83 -37 129 -13 70 36 67 87 -16 290 -86 209 -89 214 -129 231 -35 14 -42 15 -82 7z\"\/><path d=\"M3689 3066 c-15 -9 -33 -30 -42 -48 -48 -103 -147 -355 -147 -375 0 -98 131 -148 192 -74 13 15 57 108 97 206 80 196 84 226 37 273 -30 30 -99 39 -137 18z\"\/><path d=\"M583 2784 c-38 -19 -67 -74 -58 -113 9 -42 211 -354 242 -373 16 -10 45 -18 66 -18 51 0 107 52 107 100 0 39 -1 41 -124 234 -80 126 -108 162 -133 173 -41 17 -61 16 -100 -3z\"\/><path d=\"M4250 2784 c-14 -9 -74 -91 -133 -183 -95 -150 -107 -173 -107 -213 0 -55 33 -94 87 -104 67 -13 90 8 211 198 130 202 137 225 78 284 -27 27 -42 34 -72 34 -22 0 -50 -8 -64 -16z\"\/><path d=\"M2275 2693 c-553 -48 -1095 -270 -1585 -649 -135 -104 -459 -423 -483 -476 -23 -49 -22 -139 2 -186 73 -142 361 -457 571 -626 285 -228 642 -407 990 -497 242 -63 336 -73 660 -74 310 0 370 5 595 52 535 111 1045 392 1455 803 122 121 250 273 275 326 19 41 19 137 0 174 -41 79 -309 363 -465 492 -447 370 -946 591 -1479 653 -113 14 -422 18 -536 8z m395 -428 c171 -34 330 -124 456 -258 112 -119 167 -219 211 -378 27 -96 24 -300 -5 -401 -72 -255 -236 -447 -474 -557 -132 -62 -201 -76 -368 -76 -167 0 -236 14 -368 76 -213 98 -373 271 -451 485 -162 444 86 934 547 1084 153 49 292 57 452 25z m909 -232 c222 -123 408 -262 593 -441 76 -74 138 -139 138 -144 0 -16 -233 -242 -330 -319 -155 -123 -309 -223 -461 -299 l-81 -41 32 46 c18 26 49 83 70 128 143 306 141 649 -6 957 -25 52 -61 116 -79 142 l-34 47 45 -20 c26 -10 76 -36 113 -56z m-2057 25 c-40 -58 -105 -190 -130 -263 -110 -324 -59 -707 132 -981 25 -35 42 -64 37 -64 -19 0 -241 119 -326 174 -188 122 -406 314 -532 468 l-58 71 108 103 c185 178 428 349 672 473 66 33 121 60 123 61 2 0 -10 -19 -26 -42z\"\/><path d=\"M2375 1950 c-198 -44 -350 -190 -395 -379 -18 -76 -8 -221 19 -290 114 -284 457 -406 731 -260 98 52 188 154 231 260 27 69 37 214 19 290 -38 163 -166 304 -326 360 -67 23 -215 33 -279 19z\"\/><\/g><\/svg><\/i> <img loading=\"lazy\" decoding=\"async\" width=\"16\" height=\"16\" alt=\"Loading\" src=\"https:\/\/aif.amtbbs.org\/wp-content\/plugins\/page-views-count\/ajax-loader-2x.gif\" border=0 \/><\/p>\n<div class=\"pvc_clear\"><\/div>\n","protected":false},"author":3,"featured_media":4930,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,79],"tags":[],"class_list":["post-4926","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-79"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/4926","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=4926"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/4926\/revisions"}],"predecessor-version":[{"id":4933,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/4926\/revisions\/4933"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/4930"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=4926"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=4926"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=4926"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}