{"id":1073163,"date":"2023-09-27T04:40:00","date_gmt":"2023-09-27T11:40:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1073163"},"modified":"2024-09-25T03:46:30","modified_gmt":"2024-09-25T10:46:30","slug":"lidong-zhou-yuanchun-shi","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/lidong-zhou-yuanchun-shi\/","title":{"rendered":"\u5468\u793c\u680b\u5bf9\u8bdd\u9752\u6d77\u5927\u5b66\u6821\u957f\u53f2\u5143\u6625\uff1a\u8de8\u5b66\u79d1\u521b\u65b0\uff0c\u4e0eAI\u5171\u6210\u957f"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a2023\u5e74\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5efa\u966225\u5468\u5e74\u300225\u5e74\u6765\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63a2\u7d22\u5e76\u5b9e\u8df5\u4e86\u4e00\u79cd\u72ec\u7279\u4e14\u6709\u6548\u7684\u4f01\u4e1a\u7814\u7a76\u9662\u7684\u521b\u65b0\u6a21\u5f0f\uff0c\u5e76\u4ee5\u6b64\u4e3a\u57fa\u7840\u4ea7\u51fa\u4e86\u8bf8\u591a\u5bf9\u5fae\u8f6f\u516c\u53f8\u548c\u5168\u7403\u793e\u4f1a\u90fd\u5177\u6709\u79ef\u6781\u5f71\u54cd\u7684\u521b\u65b0\u6210\u679c\u3002\u501f\u6b64\u673a\u4f1a\uff0c\u6211\u4eec\u7279\u522b\u7b56\u5212\u4e86\u201c\u667a\u6c47\u5bf9\u8bdd\u201d\u7cfb\u5217\u5185\u5bb9\uff0c\u9080\u8bf7\u5168\u7403\u5404\u9886\u57df\u9876\u5c16\u4e13\u5bb6\u5b66\u8005\uff0c\u4e0e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u5171\u540c\u7545\u8c08\u7814\u7a76\u6587\u5316\uff0c\u63a2\u8ba8\u8de8\u5b66\u79d1\u521b\u65b0\uff0c\u5c55\u671b\u6280\u672f\u672a\u6765\u3002<\/p>\n\n\n\n<p>\u4e0d\u4e45\u524d\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b\u535a\u58eb\u6765\u5230\u4e86\u9752\u6d77\u5927\u5b66\uff0c\u4e0e\u9752\u6d77\u5927\u5b66\u6821\u957f\u53f2\u5143\u6625\u53ca\u9752\u6d77\u5927\u5b66\u7684\u5e08\u751f\u4eec\u4e00\u8d77\u7545\u60f3\u4e86\u8de8\u5b66\u79d1\u9886\u57df\u7684\u521b\u65b0\u4e4b\u8def\u3002\u9752\u6d77\u5927\u5b66\u5730\u5904\u9752\u85cf\u9ad8\u539f\u4e2d\u5fc3\uff0c\u5177\u6709\u5f88\u591a\u7279\u8272\u7684\u5b66\u79d1\u4e13\u4e1a\uff0c\u5305\u62ec\u4e09\u6c5f\u6e90\u751f\u6001\u5b66\u3001\u85cf\u533b\u5b66\u3001\u9ad8\u539f\u755c\u7267\u4e1a\u7b49\uff0c\u8fd9\u4e9b\u4e13\u4e1a\u8981\u5982\u4f55\u4e0e\u4eba\u5de5\u667a\u80fd\u3001\u8ba1\u7b97\u673a\u6280\u672f\u6df1\u5ea6\u7ed3\u5408\uff1f\u5bf9\u6b64\uff0c\u5468\u793c\u680b\u9662\u957f\u548c\u53f2\u5143\u6625\u6821\u957f\u5206\u4eab\u4e86\u4ed6\u4eec\u5404\u81ea\u7684\u89c2\u70b9\uff0c\u5e76\u5171\u540c\u63a2\u8ba8\u4e86\u8de8\u5b66\u79d1\u7814\u7a76\u7684\u6838\u5fc3\u9a71\u52a8\u529b\u3001\u65b0\u6280\u672f\u80cc\u666f\u4e0b\u8de8\u5b66\u79d1\u521b\u65b0\u673a\u9047\u7b49\u8bae\u9898\u3002<\/p>\n\n\n\n<hr 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https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-1-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-1-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-1-2048x1365.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-1-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption 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AI \u6280\u672f\u89e3\u51b3\u7532\u9aa8\u6587\u7814\u7a76\u4e2d\u7684\u96be\u9898\u3001\u8fdb\u884c AI for Science \u65b9\u9762\u7684\u7814\u7a76\u7b49\uff0c\u5c55\u73b0\u4e86\u4ea4\u53c9\u5b66\u79d1\u7814\u7a76\u7684\u91cd\u8981\u6027\u3002<\/p>\n\n\n\n<p>\u4e0a\u4e00\u4efb\u9752\u6d77\u5927\u5b66\u6821\u957f\u738b\u5149\u8c26\u6559\u6388\u5728\u4e0e\u6211\u4ea4\u63a5\u65f6\u66fe\u8bf4\u201c\u7528 AI \u2018\u626b\u8361\u2019\u4e00\u5207\uff0c\u8ba9 AI \u6280\u672f\u6e17\u900f\u5230\u9752\u6d77\u5927\u5b66\u7684\u6bcf\u4e00\u4e2a\u5b66\u79d1\u4e2d\u3002\u201d\u6211\u5e0c\u671b\u6211\u4eec\u5b66\u6821\u80fd\u6709\u66f4\u591a\u7684\u5b66\u751f\uff0c\u65e0\u8bba\u662f\u8ba1\u7b97\u673a\u4e13\u4e1a\u8fd8\u662f\u5176\u4ed6\u4e13\u4e1a\uff0c\u90fd\u80fd\u79ef\u6781\u53c2\u4e0e\u5230\u201c\u660e\u65e5\u4e4b\u661f\u201d\u9879\u76ee\u4e2d\uff0c\u4e0e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e00\u8d77\u63a2\u7d22 AI 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https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-2-2048x1365.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-2-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u9752\u6d77\u5927\u5b66\u6821\u957f\u53f2\u5143\u6625<\/figcaption><\/figure>\n\n\n\n<p><strong>\u95ee\uff1a\u4e24\u4f4d\u5728\u8de8\u5b66\u79d1\u7814\u7a76\u65b9\u9762\u6709\u54ea\u4e9b\u7ecf\u9a8c\u548c\u6848\u4f8b\uff1f\u4e3a\u4ec0\u4e48\u8de8\u5b66\u79d1\u5408\u4f5c\u5982\u6b64\u91cd\u8981\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u53f2\u5143\u6625\uff1a<\/strong>\u5148\u8bb2\u4e00\u4e0b\u6211\u5bf9\u8de8\u5b66\u79d1\u7684\u8ba4\u8bc6\u3002\u8de8\u5b66\u79d1\u5176\u5b9e\u5e76\u4e0d\u795e\u79d8\uff0c\u56e0\u4e3a\u5b66\u79d1\u7684\u8bbe\u5b9a\u662f\u793e\u4f1a\u53d1\u5c55\u4e0e\u79d1\u6280\u53d1\u5c55\u7684\u4ea7\u7269\uff0c\u5b83\u672c\u8eab\u5e76\u4e0d\u662f\u4e00\u6210\u4e0d\u53d8\u7684\uff0c\u5728\u7814\u7a76\u548c\u53d1\u5c55\u7684\u8fc7\u7a0b\u4e2d\uff0c\u4f60\u4f1a\u53d1\u73b0\u5f88\u591a\u95ee\u9898\u4e0d\u80fd\u4ec5\u4ec5\u7528\u672c\u5b66\u79d1\u7684\u65b9\u6cd5\u6765\u89e3\u51b3\u3002\u5c3d\u7ba1\u5728\u67d0\u4e00\u5b66\u79d1\u7684\u8303\u56f4\u5185\uff0c\u6211\u4eec\u6709\u81ea\u5df1\u7684\u7814\u7a76\u4f53\u7cfb\u3001\u6559\u5b66\u8ba1\u5212\uff0c\u4f46\u662f\u6bcf\u4e2a\u5b66\u79d1\u90fd\u7ecf\u5386\u8fc7\u4e00\u4e2a\u53d1\u5c55\u7684\u8fc7\u7a0b\uff0c\u5b83\u662f\u4ece\u65e0\u5230\u6709\u7684\uff0c\u800c\u8de8\u5b66\u79d1\u5c31\u662f\u8fd9\u4e2a\u53d1\u5c55\u8fc7\u7a0b\u7684\u4f53\u73b0\u3002<\/p>\n\n\n\n<p>\u5728\u9752\u6d77\u5927\u5b66\uff0c\u6211\u4eec\u6709\u5f88\u591a\u4e13\u4e1a\u548c\u5b66\u9662\u90fd\u662f\u7ecf\u8fc7\u53d1\u5c55\u53d8\u5316\u800c\u4ea7\u751f\u7684\uff0c\u5176\u672c\u8eab\u5c31\u5177\u6709\u4ea4\u53c9\u5b66\u79d1\u7684\u5c5e\u6027\u3002\u4f8b\u5982\u80fd\u6e90\u4e0e\u7535\u6c14\u5de5\u7a0b\u5b66\u9662\uff0c\u7535\u529b\u4e2d\u7684\u50a8\u80fd\u548c\u8c03\u5ea6\u4f1a\u6d89\u53ca\u5230\u8ba1\u7b97\u548c\u63a7\u5236\u6280\u672f\uff0c\u4ee5\u53ca\u65b0\u80fd\u6e90\u7814\u7a76\u7b49\uff0c\u8fd9\u4e9b\u5c31\u662f\u8ba1\u7b97\u673a\u4e0e\u65b0\u80fd\u6e90\u5149\u4f0f\u9886\u57df\u7684\u8054\u5408\u7814\u7a76\u3002<\/p>\n\n\n\n<p><strong>\u5468\u793c\u680b\uff1a<\/strong>\u4ece\u7814\u7a76\u521b\u65b0\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5f88\u591a\u6700\u4e86\u4e0d\u8d77\u7684\u521b\u65b0\u90fd\u662f\u5728\u73b0\u6709\u5b66\u79d1\u4f53\u7cfb\u4e4b\u5916\u4ea7\u751f\u7684\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4f5c\u4e3a\u4e00\u4e2a\u4ee5\u7814\u7a76\u521b\u65b0\u4e3a\u6838\u5fc3\u4f7f\u547d\u7684\u673a\u6784\uff0c\u6211\u4eec\u4e00\u76f4\u5728\u5bfb\u6c42\u6253\u7834\u73b0\u6709\u5b66\u79d1\u4e4b\u95f4\u7684\u754c\u9650\uff0c\u53ea\u6709\u7a81\u7834\u8fd9\u4e9b\u754c\u9650\uff0c\u6211\u4eec\u7684\u7814\u7a76\u624d\u80fd\u66f4\u5177\u521b\u65b0\u6027\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0cAI 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\u4e0e\u4eba\u548c\u793e\u4f1a\u7684\u5173\u7cfb\uff0c\u4ee5\u53ca AI 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-1024x683.jpg\" alt=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b\" class=\"wp-image-1073172\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-1536x1024.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-2048x1365.jpg 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2024\/08\/lidong-zhou-yuanchun-shi-3-240x160.jpg 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9662\u957f\u5468\u793c\u680b<\/figcaption><\/figure>\n\n\n\n<p><strong>\u95ee\uff1a\u65b0\u6280\u672f\u7684\u4e0d\u65ad\u6d8c\u73b0\u5c06\u4f1a\u7ed9\u8de8\u5b66\u79d1\u521b\u65b0\u5e26\u6765\u54ea\u4e9b\u673a\u9047\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u53f2\u5143\u6625\uff1a<\/strong>\u5728\u5f00\u5b66\u7b2c\u4e00\u8bfe\u4e0a\uff0c\u6211\u7ed9\u540c\u5b66\u4eec\u4ecb\u7ecd\u8fc7\uff0c\u6211\u4eec\u5e94\u8be5\u4e0e AI \u5171\u6210\u957f\u3002\u5927\u6a21\u578b\u3001AI 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