{"id":62813,"date":"2025-07-29T18:36:15","date_gmt":"2025-07-29T10:36:15","guid":{"rendered":"https:\/\/swarma.org\/?p=62813"},"modified":"2025-07-29T18:36:15","modified_gmt":"2025-07-29T10:36:15","slug":"ai%e5%9c%a8%e4%b8%a5%e8%82%83%e5%8c%bb%e7%96%97%e4%b8%ad%e7%9a%84%e7%b3%bb%e7%bb%9f%e8%90%bd%e5%9c%b0%ef%bc%9a%e4%bb%8e%e5%9f%ba%e7%a1%80%e5%8c%bb%e5%ad%a6%e5%88%b0%e4%b8%b4%e5%ba%8a%e5%ae%9e%e8%b7%b5","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=62813","title":{"rendered":"AI\u5728\u4e25\u8083\u533b\u7597\u4e2d\u7684\u7cfb\u7edf\u843d\u5730\uff1a\u4ece\u57fa\u7840\u533b\u5b66\u5230\u4e34\u5e8a\u5b9e\u8df5 | \u5468\u4e09\u76f4\u64ad\u00b7\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\u7814\u8ba8\u4f1a\u7b2c\u4e94\u671f"},"content":{"rendered":"<div class='wxsyncmain'>\n<section data-mpa-powered-by=\"yiban.io\" data-pm-slice=\"0 0 []\" style=\"margin: 0px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-align: justify;text-indent: 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style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<section 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13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px;text-align: right\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.578px;text-indent: 0em;font-size: 15px\"><\/strong><\/section>\n<\/section>\n<section style=\"margin: 5px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px 8px;max-width: 100%;font-size: 13px;line-height: 2;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%;letter-spacing: 0.544px\"><strong style=\"margin: 0px;padding: 0px;max-width: 100%\"><\/strong><\/strong><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px 0px;padding: 0px;max-width: 100%\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;width: 661px\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;clear: both;line-height: 0\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin: 10px 0px;padding: 0px;max-width: 100%;font-style: normal;font-weight: 400;letter-spacing: 0.544px;text-indent: 0px;text-transform: none;font-family: PingFangSC-light;font-size: 15px;text-align: center\">\n<section style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;line-height: 0\"><img alt=\"\u56fe\u7247\" class=\"rich_pages wxw-img\" data-ratio=\"0.07314814814814814\" data-type=\"png\" data-w=\"1080\" style=\"margin: 0px;padding: 0px;max-width: 100%;vertical-align: middle;height: auto !important;width: 677px !important\" data-fileid=\"100098753\" data-imgfileid=\"100226453\" 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0.578px\"><span>\u5706\u684c\u7b80\u4ecb<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4e25\u8083\u533b\u7597\u573a\u666f\uff08\u5982\u9ad8\u98ce\u9669\u75be\u75c5\u8bca\u7597\u3001\u836f\u7269\u7814\u53d1\u4e0e\u5ba1\u8bc4\u3001\u590d\u6742\u533b\u7597\u51b3\u7b56\u652f\u6301\uff09\u5bf9AI\u6280\u672f\u843d\u5730\u6709\u6781\u9ad8\u8981\u6c42\u3002AI\u771f\u6b63\u8d70\u8fdb\u533b\u9662\u3001\u836f\u4f01\u548c\u4e34\u5e8a\u573a\u666f\uff0c\u4e0d\u4ec5\u8981\u89e3\u51b3\u7b97\u6cd5\u53ef\u9760\u6027\u3001\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u3001\u6570\u636e\u8d28\u91cf\u4e0e\u7b97\u529b\u74f6\u9888\uff0c\u8fd8\u9700\u8981\u533b\u7597\u673a\u6784\u3001\u5b66\u672f\u7814\u7a76\u3001\u836f\u7269\u4ea7\u4e1a\u3001\u76d1\u7ba1\u673a\u6784\u4e0e\u6295\u8d44\u751f\u6001\u4e4b\u95f4\u7684\u6df1\u5165\u534f\u4f5c\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u671f\u5706\u684c\u805a\u7126\u4e8eAI\u5982\u4f55\u8de8\u8d8a\u6280\u672f\u7406\u60f3\u4e0e\u4ea7\u4e1a\u73b0\u5b9e\u4e4b\u95f4\u7684\u9e3f\u6c9f\uff0c\u8ba8\u8bbaAI\u5728\u533b\u7597\u4ea7\u4e1a\u94fe\u7684\u771f\u5b9e\u843d\u5730\u573a\u666f\u4e0e\u6311\u6218\uff1a<\/span><\/span><\/p>\n<ul style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u533b\u9662\u5982\u4f55\u771f\u5b9e\u5e94\u7528AI\u8f85\u52a9\u8bca\u65ad\u7cfb\u7edf\uff0c\u533b\u751f\u5982\u4f55\u771f\u6b63\u4fe1\u4efbAI\u7cfb\u7edf\uff1f\u771f\u5b9e\u7684\u533b\u7597ROI\u5230\u5e95\u5982\u4f55\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>AI\u836f\u7269\u7814\u53d1\u4ea7\u4e1a\u771f\u5b9e\u7684\u8fdb\u5c55\u5982\u4f55\uff1f\u7b97\u6cd5\u7a81\u7834\u4e0e\u4ea7\u4e1a\u843d\u5730\u4e4b\u95f4\u8fd8\u6709\u54ea\u4e9b\u672a\u88ab\u5b8c\u5168\u653b\u514b\u7684\u74f6\u9888\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u57fa\u7840\u533b\u5b66\u4e0e\u524d\u6cbf\u7b97\u6cd5\u5982\u4f55\u6709\u6548\u534f\u4f5c\uff0c\u52a9\u63a8AI\u533b\u7597\u771f\u6b63\u5b9e\u73b0\u4e34\u5e8a\u7cbe\u51c6\u51b3\u7b56\u4e0e\u4e2a\u6027\u5316\u6cbb\u7597\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u4ea7\u4e1a\u6295\u8d44\u89c6\u89d2\u4e0b\uff0c\u5f53\u524d\u533b\u7597AI\u5b9e\u9645\u7684\u4ea7\u4e1a\u4ef7\u503c\u4e0e\u672a\u6765\u51e0\u5e74\u5185\u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u6280\u672f\u4e0e\u6295\u8d44\u7a81\u7834\u70b9\u6709\u54ea\u4e9b\uff1f<\/span><\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u6b21\u5706\u684c\u9080\u8bf7\u6765\u81ea\u533b\u9662\u7ba1\u7406\u3001\u57fa\u7840\u533b\u5b66\u7814\u7a76\u3001\u836f\u7269\u4ea7\u4e1a\u843d\u5730\u3001AI\u7b97\u6cd5\u6280\u672f\u548c\u4ea7\u4e1a\u6295\u8d44\u6218\u7565\u7684\u591a\u4f4d\u9876\u5c16\u4e13\u5bb6\uff0c\u56f4\u7ed5\u4ee5\u4e0a\u8bae\u9898\u5c55\u5f00\u6df1\u5165\u8ba8\u8bba\uff0c\u56de\u5f52\u533b\u7597AI\u771f\u6b63\u7684\u4ef7\u503c\u4e0e\u6311\u6218\uff0c\u63a2\u7d22\u53ef\u6301\u7eed\u7684\u843d\u5730\u4e0e\u534f\u4f5c\u6a21\u5f0f\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u5609\u5bbe\u4fe1\u606f<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"jpeg\" data-w=\"1920\" style=\"width:100%\" data-width=\"1920\" data-height=\"1080\" data-backw=\"562\" data-backh=\"316\" data-imgfileid=\"100234176\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-d216220bc5c6e6536e3586f0c46b09ad.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u90d1\u6770\uff0c<\/span><\/span><\/strong><span><span>\u6811\u5170\u533b\u7597\u96c6\u56e2\u603b\u88c1\uff0c\u7814\u7a76\u9886\u57df\u5305\u62ec\u6570\u5b57\u533b\u7597\u3001\u533b\u7597\u4fe1\u606f\u6807\u51c6\u5316\u3001\u8ba1\u7b97\u533b\u5b66\u3001\u536b\u751f\u7ecf\u6d4e\u5b66\u3001\u4e0b\u4e00\u4ee3HMO\u533b\u7597\u7ec4\u7ec7\uff0c\u62e5\u6709\u591a\u5e74TMT\u3001\u6570\u5b57\u533b\u7597\u3001\u793e\u4f1a\u8d44\u672c\u529e\u533b\u7b49\u521b\u4e1a\u53ca\u6295\u8d44\u7ecf\u9a8c\u3002\u66fe\u53c2\u4e0e\u56fd\u5bb6\u9ad8\u6280\u672f\u7814\u7a76\u53d1\u5c55\u8ba1\u5212\uff08863\u8ba1\u5212\uff09\uff1a\u300a\u6570\u5b57\u5316\u533b\u7597\u536b\u751f\u533a\u57df\u793a\u8303\u300b\u3001\u300a\u533b\u7597\u4fe1\u606f\u5316\u4f53\u7cfb\u4e0e\u4fe1\u606f\u6807\u51c6\u7814\u7a76\u300b\u3002\u7814\u7a76\u7684\u91cd\u70b9\u65b9\u5411\u4e3a\uff1a1\u3001\u6570\u5b57\u533b\u7597\u4e0e\u533b\u7597\u4fe1\u606f\u6807\u51c6\u5316\uff0c\u8ba1\u7b97\u533b\u5b66\uff08CM\uff09\uff1b2\u3001\u536b\u751f\u7ecf\u6d4e\u5b66\u4e0e\u4e0b\u4e00\u4ee3HMO\u533b\u7597\u7ec4\u7ec7\uff1b3\u3001\u590d\u6742\u6027\u79d1\u5b66\u4e0e\u751f\u547d\u7cfb\u7edf\u5efa\u6a21\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"jpeg\" data-w=\"1920\" style=\"width:100%\" data-width=\"1920\" data-height=\"1080\" data-backw=\"562\" data-backh=\"316\" data-imgfileid=\"100234178\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-ec0dcf97c273f7abb943477e657adec6.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u90ed\u56fd\u9aa5<\/span><\/span><\/strong><span><span>\uff0c\u6d59\u6c5f\u5927\u5b66\u6c42\u662f\u7279\u8058\u6559\u6388\uff0c\u6d59\u6c5f\u5927\u5b66\u8840\u6db2\u5b66\u7814\u7a76\u6240\u526f\u6240\u957f\u3002\u5165\u9009\u4e2d\u7ec4\u90e8\u4e07\u4eba\u8ba1\u5212\u79d1\u6280\u521b\u65b0\u9886\u519b\u4eba\u624d\uff0c\u6559\u80b2\u90e8\u957f\u6c5f\u5b66\u8005\u7279\u8058\u6559\u6388\u3002\u66fe\u83b7\u201c\u8c08\u5bb6\u6862\u751f\u547d\u79d1\u5b66\u521b\u65b0\u5956\u201d\uff0c\u201c\u4e2d\u6e90\u534f\u548c\u751f\u547d\u533b\u5b66\u521b\u65b0\u7a81\u7834\u5956\u201d\uff0c\u201c\u6d59\u6c5f\u7701\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u201d\u7b49\u8363\u8a89\u3002\u4efb\u4e2d\u56fd\u533b\u836f\u751f\u7269\u6280\u672f\u534f\u4f1a\u57fa\u56e0\u68c0\u6d4b\u5206\u4f1a\u526f\u4e3b\u4efb\u59d4\u5458\uff0c\u4e2d\u56fd\u751f\u7406\u5b66\u4f1a\u8840\u6db2\u751f\u7406\u5b66\u4e13\u4e1a\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u517c\u4efbAdvanced Science, Cell Regeneration\u7b49\u671f\u520a\u7f16\u59d4\u3002\u4ee5\u901a\u8baf\u4f5c\u8005\u8eab\u4efd\u5728Cell, Nature, Science\u7b49\u8457\u540d\u671f\u520a\u53d1\u8868\u591a\u7bc7\u5b66\u672f\u8bba\u6587\u3002\u7814\u7a76\u6210\u679c\u83b7\u8bc4\u201c2020\u56fd\u9645\u5341\u5927\u79d1\u6280\u65b0\u95fb\u201d\uff0c\u201c2020\u4e2d\u56fd\u751f\u7269\u4fe1\u606f\u5b66\u5341\u5927\u8fdb\u5c55\u201d\uff0c\u201c\u4e2d\u56fd2020\u5e74\u5ea6\u91cd\u8981\u533b\u5b66\u8fdb\u5c55\u201d\uff0c\u201c2022\u4e2d\u56fd\u751f\u7269\u4fe1\u606f\u5b66\u5341\u5927\u8fdb\u5c55\u201d\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"jpeg\" data-w=\"1920\" style=\"width:100%\" data-width=\"1920\" data-height=\"1080\" data-backw=\"562\" data-backh=\"316\" data-imgfileid=\"100234177\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-04a9f37f9d1048493f95022274d3f0b1.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u5510\u5efa<\/span><\/span><\/strong><span><span>\uff0c\u767e\u5965\u51e0\u4f55\u521b\u59cb\u4eba&amp;CEO\uff0c\u52a0\u62ff\u5927\u9b41\u5317\u514b\u7701\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e2d\u5fc3\uff08Mila\uff09\u7ec8\u8eab\u6559\u6388\uff0c\u52a0\u62ff\u5927\u9ad8\u7b49\u7814\u7a76\u9662\uff08CIFAR) \u8bb2\u5e2d\u6559\u6388\u3002Mila\u7531\u56fe\u7075\u5956\u83b7\u5f97\u8005Yoshua Bengio\u521b\u7acb\uff0c\u662f\u4e16\u754c\u4e0a\u5b66\u672f\u754c\u6700\u5927\u7684\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u4e2d\u5fc3\u3002\u5510\u5efa\u535a\u58eb\u4e5f\u662f\u521d\u521b\u516c\u53f8\u767e\u5965\u51e0\u4f55\uff08BioGeometry\uff09\u516c\u53f8\u7684\u521b\u59cb\u4eba\uff0c\u81f4\u529b\u4e8e\u5229\u7528\u4eba\u5de5\u667a\u80fd\u8d4b\u80fd\u4e0b\u4e00\u4ee3\u6297\u4f53\u836f\u7269\u7814\u53d1\u3002\u4ed6\u7684\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\uff1a\u56fe\u8868\u793a\u5b66\u4e60\u3001\u51e0\u4f55\u6df1\u5ea6\u5b66\u4e60\u3001\u751f\u6210\u5f0f\u6a21\u578b\u3001\u77e5\u8bc6\u56fe\u8c31\u63a8\u7406\u4ee5\u53ca\u8fd9\u4e9b\u6280\u672f\u5728\u836f\u7269\u7814\u53d1\u4e2d\u7684\u5e94\u7528\u3002\u5510\u5efa\u535a\u58eb\u662f\u56fe\u8868\u793a\u5b66\u4e60\u9886\u57df\u7684\u56fd\u9645\u77e5\u540d\u5b66\u8005\uff0c\u66fe\u83b7\u5f97\u673a\u5668\u5b66\u4e60\u9876\u7ea7\u4f1a\u8baeICML2014\u7684\u6700\u4f73\u8bba\u6587\u4ee5\u53ca\u6570\u636e\u6316\u6398\u9876\u7ea7\u4f1a\u8baeWWW\u201816\u7684\u6700\u4f73\u8bba\u6587\u63d0\u540d\uff0c\u53d1\u8868\u4e86\u4e00\u7cfb\u5217\u5728\u56fe\u8868\u793a\u5b66\u4e60\u9886\u57df\u7684\u7ecf\u5178\u8bba\u6587\u5305\u62ecLINE\u3001LargeVis\u3001RotatE\u4ee5\u53ca\u6700\u8fd1\u7684Graph Markov Neural Networks (GMNN)\uff0c\u5176\u4e2d\uff0c\u4ed6\u7684\u4ee3\u8868\u6027\u5de5\u4f5cLINE\u7684\u5355\u7bc7\u8bba\u6587\u5f15\u7528\u8d85\u8fc75000\u6b21\u3002 \u8fd1\u5e74\u6765\u4ed6\u7684\u56e2\u961f\u81f4\u529b\u4e8e\u5229\u7528\u4eba\u5de5\u667a\u80fd\u8d4b\u80fd\u836f\u7269\u7814\u53d1\uff0c\u53d1\u8868\u4e86\u4e00\u7cfb\u5217\u5f00\u521b\u6027\u7684\u6210\u679c\uff0c\u5e76\u4e14\u8054\u5408\u82f1\u4f1f\u8fbe\u3001Intel\u3001IBM\u7b49\u79d1\u6280\u516c\u53f8\u5f00\u6e90\u4e86\u4e13\u95e8\u9488\u5bf9\u5927\u5c0f\u5206\u5b50\u7814\u53d1\u7684\u673a\u5668\u5b66\u4e60\u5e73\u53f0TorchDrug\u548cTorchProtein\uff0c\u5f15\u8d77\u4e86\u5e7f\u6cdb\u7684\u5173\u6ce8\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"jpeg\" data-w=\"1920\" style=\"width:100%\" data-width=\"1920\" data-height=\"1080\" data-backw=\"562\" data-backh=\"316\" data-imgfileid=\"100234182\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-d42e0771f0a694d4d5b3f7ad21454654.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u675c\u4f1f\u97ec<\/span><\/span><\/strong><span><span>\uff0c\u8fbe\u6469\u9662\u57fa\u7840\u667a\u80fd\u4e2d\u5fc3\u7b97\u6cd5\u4e13\u5bb6\u3002\u672c\u79d1\u6bd5\u4e1a\u4e8e\u4e2d\u56fd\u79d1\u5927\u7269\u7406\u5b66\u9662\uff0c\u968f\u540e\u5728\u4e2d\u79d1\u5927\u4e0e\u7f8e\u56fd\u897f\u5317\u5927\u5b66\u653b\u8bfb\u968f\u673a\u5206\u6790\u535a\u58eb\u3002\u7814\u7a76\u805a\u7126\u4eba\u5de5\u667a\u80fd\u4f18\u5316\u4e0e\u751f\u6210\u6a21\u578b\u7684\u7406\u8bba\u57fa\u7840\uff0c\u53ca\u5176\u5728\u836f\u7269\u53d1\u73b0\u3001\u6750\u6599\u8bbe\u8ba1\u3001\u81ea\u7136\u56fe\u50cf\u548c\u533b\u7597\u5f71\u50cf\u4e2d\u7684\u5e94\u7528\u3002\u76f8\u5173\u5de5\u4f5c\u5df2\u53d1\u8868\u4e8e ICML\u3001NeurIPS\u3001ICLR \u7b49\u4f1a\u8bae\u53caNCS, NC, NPJ, CIMS, HJEP \u7b49\u9886\u57df\u671f\u520a\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><img class=\"rich_pages wxw-img\" data-ratio=\"0.5625\" data-type=\"jpeg\" data-w=\"1920\" style=\"width:100%\" data-width=\"1920\" data-height=\"1080\" data-backw=\"562\" data-backh=\"316\" data-imgfileid=\"100234183\" src=\"\/wp-content\/uploads\/2025\/07\/wxsync-2025-07-1f1d5b713f4afc70528191b2b0e8325e.jpeg\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u8f72\u8fea<\/span><\/span><\/strong><span><span>\uff0cBV\u767e\u5ea6\u98ce\u6295\u6295\u8d44\u526f\u603b\u88c1\u3002\u5173\u6ce8\u81ea\u52a8\u9a7e\u9a76\u3001\u5177\u8eab\u667a\u80fd\u3001AI4S\u7b49\u65b9\u5411\u7684\u6295\u8d44\uff0c\u5386\u53f2\u6848\u4f8b\u5305\u62ec\u4e5d\u8bc6\u667a\u80fd\u3001\u661f\u6d77\u56fe\u3001\u7ef4\u4ed6\u52a8\u529b\u3001\u6df1\u5ea6\u539f\u7406\u7b49\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u62a5\u540d\u53c2\u4e0e<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong><span><span style=\"font-size: 15px\">\u76f4\u64ad\u4fe1\u606f<\/span><\/span><\/strong><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\" data-pm-slice=\"1 1 [&quot;para&quot;,{&quot;tagName&quot;:&quot;p&quot;,&quot;attributes&quot;:{&quot;style&quot;:&quot;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;&quot;},&quot;namespaceURI&quot;:&quot;http:\/\/www.w3.org\/1999\/xhtml&quot;}]\"><span>2025\u5e747\u670830\u65e5\uff08\u5468\u4e09\uff09 20:00-21:40<\/span><\/span><\/p>\n<section class=\"channels_iframe_wrp\"><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><strong><span><span style=\"font-size: 15px\">\u62a5\u540d\u52a0\u5165\u793e\u7fa4<\/span><\/span><\/strong><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><img class=\"rich_pages wxw-img\" data-ratio=\"1\" data-type=\"other\" data-w=\"400\" style=\"width:152px;height:152px\" data-width=\"400\" data-height=\"400\" data-imgfileid=\"100234181\" src=\"\" \/><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center\"><span><span><span style=\"font-size: 12px\">\u626b\u7801\u62a5\u540d<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u586b\u5199\u4fe1\u606f\u540e\uff0c\u6dfb\u52a0\u8fd0\u8425\u8d1f\u8d23\u4eba\u5fae\u4fe1\uff0c\u5907\u6ce8\u201c<\/span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u62a5\u540d\u8ba1\u7b97\u533b\u5b66\u7814\u8ba8\u4f1a<\/span><\/a><span>\u201d\u3002\u901a\u8fc7\u5ba1\u6838\u540e\uff0c\u540e\u7eed\u5c06\u9080\u8bf7\u52a0\u5165\u5bf9\u5e94\u4e3b\u9898\u7684\u793e\u533a\uff08\u5fae\u4fe1\u7fa4\uff09\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><span>\u6211\u4eec\u91c7\u53d6<\/span><\/span><strong><span><span>\u5f00\u653e\u4ea4\u6d41\u7814\u8ba8\u7684\u65b9\u5f0f\uff0c<\/span><\/span><\/strong><span><span>\u5982\u679c\u4f60\u5728\u76f8\u5173\u8bae\u9898\u65b9\u5411\u4e0a\u6709<\/span><\/span><strong><span><span>\u7814\u7a76\u6210\u679c<\/span><\/span><\/strong><span><span>\u548c<\/span><\/span><strong><span><span>\u884c\u4e1a\u6848\u4f8b<\/span><\/span><\/strong><span><span>\uff0c\u610f\u613f\u4ee5<\/span><\/span><strong><span><span>\u7ed3\u6784\u5316\u5f62\u5f0f<\/span><\/span><\/strong><span><span>\u5206\u4eab\u4ea4\u6d41\uff0c\u8bf7\u5728\u62a5\u540d\u540e\u8054\u7cfb<\/span><\/span><strong><span><span>\u8fd0\u8425\u8d1f\u8d23\u4eba<\/span><\/span><\/strong><span><span>\u3002<\/span><\/span><\/span><\/p>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h2 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/h2>\n<h3 style=\", Arial, sans-serif;letter-spacing: 0.544px\">\n<section style=\"letter-spacing: 0.544px;text-align: right;font-size: 13px\">\n<section style=\"margin-top: 10px;margin-bottom: 10px;letter-spacing: 0.544px;text-align: center\">\n<section style=\"vertical-align: middle\">\n<section style=\"margin-bottom: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"clear: both;line-height: 0\">\n<section style=\"line-height: 0;width: 0px\"><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;font-size: 16px;line-height: 1.4\">\n<p><strong><strong style=\"text-align: left;letter-spacing: 0.544px\"><span style=\", Arial, sans-serif\"><strong style=\"letter-spacing: 0.578px\"><span>\u7814\u8ba8\u4f1a\u7b80\u4ecb<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;, Arial, sans-serif\">\n<section style=\"float: left;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<section style=\"float: right;width: 8px;height: 3px;line-height: 0\"><span><br \/><\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;, Arial, sans-serif;letter-spacing: 0.578px;line-height: 1.75em\"><span><br \/><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><span>\u4e3a\u4e86\u66f4\u597d\u5730\u4fc3\u8fdb\u751f\u547d\u79d1\u5b66\u4e0e\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u6df1\u5ea6\u4ea4\u53c9\u878d\u5408\uff0c\u63a8\u52a8\u524d\u6cbf\u7814\u7a76\u4e0e\u533b\u7597\u5b9e\u8df5\u7684\u5feb\u901f\u843d\u5730\uff0c<\/span><\/span><strong><span><span>DAMO\u5f00\u53d1\u8005\u77e9\u9635\u4e0e\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u53d1\u8d77\u4e86<\/span><\/span><\/strong><strong><span><a class=\"normal_text_link\" target=\"_blank\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247715330&amp;idx=1&amp;sn=83ee73e15fe4f0670cdcdc1211d0c1b0&amp;scene=21#wechat_redirect\" data-itemshowtype=\"0\" data-linktype=\"2\" rel=\"noopener noreferrer\"><span style=\"text-decoration: underline\">\u201cAI\u9a71\u52a8\u7684\u8ba1\u7b97\u533b\u5b66\u524d\u6cbf\uff1a\u4ece\u79d1\u5b66\u53d1\u73b0\u5230\u6570\u5b57\u5b6a\u751f\u201d\u7814\u8ba8\u4f1a<\/span><\/a><\/span><\/strong><span><span>\uff0c\u65e8\u5728\u6784\u5efa\u8de8\u5b66\u79d1\u4ea4\u6d41\u5e73\u53f0\uff0c\u63a8\u52a8\u77e5\u8bc6\u5171\u4eab\u4e0e\u6280\u672f\u521b\u65b0\u3002<\/span><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span><br \/><\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u672c\u7cfb\u5217\u6d3b\u52a8\u5c06\u901a\u8fc7\u7ed3\u6784\u5316\u7684\u6df1\u5ea6\u4e3b\u9898\u5bf9\u8bdd\uff0c\u9080\u8bf7\u56fd\u5185\u5916\u751f\u547d\u79d1\u5b66\u4e0eAI\u4ea4\u53c9\u9886\u57df\u7684\u524d\u6cbf\u7814\u7a76\u8005\u548c\u4ea7\u4e1a\u5b9e\u8df5\u8005\uff0c\u5171\u540c\u63a2\u8ba8\u5982\u4f55\u7528AI\u8d4b\u80fd\u751f\u547d\u79d1\u5b66\u4e0e\u7cbe\u51c6\u533b\u7597\uff0c\u63a8\u52a8\u7814\u7a76\u8303\u5f0f\u4e0e\u533b\u7597\u6a21\u5f0f\u7684\u9769\u65b0\u3002<\/span><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><br \/><\/span><\/p>\n<section style=\"margin: 10px auto\">\n<section style=\"border-width: 1px;border-style: solid;padding: 10px 15px\">\n<section data-autoskip=\"1\" style=\"line-height: 1.75em;letter-spacing: 1.5px;font-size: 14px\">\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u6838\u5fc3\u95ee\u9898<\/span><\/span><\/strong><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>AI\u9a71\u52a8\u7684\u591a\u667a\u80fd\u4f53\u751f\u7269\u533b\u5b66\u4e0e\u533b\u7597\u667a\u80fd\u4f53\u7a76\u7adf\u662f\u4ec0\u4e48\uff1f\u5b83\u4eec\u5982\u4f55\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u771f\u5b9e\u4e16\u754c\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u591a\u7ec4\u5b66\u878d\u5408\u7684\u6838\u5fc3\u6280\u672f\u969c\u788d\u6709\u54ea\u4e9b\uff1fAI\u5982\u4f55\u8de8\u8d8a\u8fd9\u4e9b\u969c\u788d\u52a9\u529b\u7cbe\u51c6\u533b\u5b66\u843d\u5730\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u533b\u5b66\u5f71\u50cf\u5982\u4f55\u4eceAI\u8f85\u52a9\u8bca\u65ad\u8d70\u5411\u667a\u80fd\u4f53\u81ea\u52a8\u5316\u95ed\u73af\uff1f\u843d\u5730\u8fc7\u7a0b\u4e2d\u7684\u5173\u952e\u6311\u6218\u662f\u4ec0\u4e48\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>AI\u6280\u672f\u5982\u4f55\u6709\u6548\u5730\u878d\u5165\u4e25\u8083\u533b\u7597\u4f53\u7cfb\uff1f\u653f\u7b56\u3001\u76d1\u7ba1\u4e0e\u4ea7\u4e1a\u534f\u540c\u8def\u5f84\u5982\u4f55\u4f18\u5316\uff1f<\/span><\/span><\/p>\n<\/li>\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><span>\u6cdb\u5065\u5eb7\u9886\u57df\u4e2d\uff0cAI\u5982\u4f55\u91cd\u5851\u5065\u5eb7\u7ba1\u7406\u3001\u4fdd\u9669\u5b9a\u4ef7\u4e0e\u7528\u6237\u53c2\u4e0e\u6a21\u5f0f\uff0c\u6253\u9020\u5168\u751f\u547d\u5468\u671f\u7684\u667a\u6167\u533b\u7597\u751f\u6001\uff1f<\/span><\/span><\/p>\n<\/li>\n<\/ol>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><br \/><\/span><\/strong><\/span><\/p>\n<p style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 15px\"><strong><span><span>\u4f60\u5c06\u6536\u83b7<\/span><\/span><\/strong><\/span><\/p>\n<ol style=\"margin-left: 8px;margin-right: 8px\" class=\"list-paddingleft-1\">\n<li style=\"text-align: left\">\n<p style=\"margin-bottom: 8px;line-height: 1.75em\"><span style=\"font-size: 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100%\">\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u7cfb\u5217\u7814\u8ba8\u4f1a<\/span><\/span><\/span><\/span><\/strong><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>\u5bfc\u8bed \u751f\u547d\u79d1\u5b66\u4e0e\u533b\u5b66\u9886\u57df\u6b63\u7ecf\u5386\u7740\u6df1\u523b\u7684\u667a\u80fd\u9769\u547d\u3002\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u6280\u672f\u5feb\u901f\u53d1\u5c55\uff0c\u6b63\u5728\u63a8\u52a8\u5f62\u6210\u8ba1\u7b97\u533b\u5b66\uff08Computational 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