{"id":28603,"date":"2026-01-04T10:08:59","date_gmt":"2026-01-04T02:08:59","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28603"},"modified":"2026-01-04T10:08:59","modified_gmt":"2026-01-04T02:08:59","slug":"deepseek%e5%90%8e%e5%8f%88%e4%b8%80%e7%a5%9e%e4%bd%9c%ef%bc%81%e6%b8%85%e5%8d%8e%e6%a0%a1%e5%8f%8b%e5%87%ba%e6%89%8b%ef%bc%8c%e7%bb%88%e7%bb%93resnet%e5%8d%81%e5%b9%b4%e7%bb%9f%e6%b2%bb%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2026\/01\/04\/28603\/","title":{"rendered":"DeepSeek\u540e\u53c8\u4e00\u795e\u4f5c\uff01\u6e05\u534e\u6821\u53cb\u51fa\u624b\uff0c\u7ec8\u7ed3ResNet\u5341\u5e74\u7edf\u6cbb\uff1f"},"content":{"rendered":"<div 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9141eda91d551ad76a78755be3398fb3049338.png 727w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9141eda91d551ad76a78755be3398fb3049338-300x259.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9141eda91d551ad76a78755be3398fb3049338-150x130.png 150w\" sizes=\"auto, (max-width: 727px) 100vw, 727px\" \/><\/p>\n<p><img data-dominant-color=\"101111\" data-has-transparency=\"true\" style=\"--dominant-color: #101111;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28605\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/b57e13190e59035d9183549845f2d8e918869d.png\" width=\"721\" height=\"105\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/b57e13190e59035d9183549845f2d8e918869d.png 721w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/b57e13190e59035d9183549845f2d8e918869d-300x44.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/b57e13190e59035d9183549845f2d8e918869d-150x22.png 150w\" sizes=\"auto, (max-width: 721px) 100vw, 721px\" \/><\/p>\n<p class=\"js_darkmode__text__38\">\u8fd9\u7bc7\u6765\u81ea\u666e\u6797\u65af\u987f\u548cUCLA\u65b0\u7814\u7a76\uff0c\u63d0\u51fa\u4e86\u4e00\u4e2a\u5168\u65b0\u67b6\u6784\uff1aDeep Delta Learning\uff08DDL\uff09\u3002<\/p>\n<p class=\"js_darkmode__text__41\">\u5b83\u4e0d\u518d\u628a\u300c\u6377\u5f84\u300d\uff08shortcut\uff09\u5f53\u4f5c\u56fa\u5b9a\u7684\u6052\u7b49\u6620\u5c04\uff0c\u800c\u8ba9\u5b83\u672c\u8eab\u4e5f\u80fd\u5b66\u4e60\u5e76\u968f\u6570\u636e\u53d8\u5316\u3002<\/p>\n<p><img data-dominant-color=\"efefef\" data-has-transparency=\"false\" style=\"--dominant-color: #efefef;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28606\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/38f16dd071e46ad9e4f8549a394ad847cb8b94.jpg\" width=\"1080\" height=\"386\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/38f16dd071e46ad9e4f8549a394ad847cb8b94.jpg 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/38f16dd071e46ad9e4f8549a394ad847cb8b94-300x107.jpg 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/38f16dd071e46ad9e4f8549a394ad847cb8b94-1024x366.jpg 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/38f16dd071e46ad9e4f8549a394ad847cb8b94-150x54.jpg 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/38f16dd071e46ad9e4f8549a394ad847cb8b94-768x274.jpg 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__44\">\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/github.com\/yifanzhang-pro\/deep-delta-learning\/blob\/master\/Deep_Delta_Learning.pdf<\/p>\n<p class=\"js_darkmode__text__47\">\u4e00\u4e2a\u662fmHC\u6d41\u5f62\u7ea6\u675f\u8d85\u8fde\u63a5\uff0c\u4e00\u4e2a\u662fDDL\u6df1\u5ea6\u589e\u91cf\u5b66\u4e60\uff0c\u51e0\u4e4e\u5728\u540c\u4e00\u65f6\u95f4\uff0c\u4f20\u9012\u51fa\u4e00\u4e2a\u5f3a\u70c8\u7684\u4fe1\u53f7\uff1a<\/p>\n<p class=\"js_darkmode__text__51\">\u6b8b\u5dee\u8fde\u63a5\uff0c\u6b63\u5728\u8fdb\u5165\u4e00\u4e2a\u5fc5\u987b\u88ab\u91cd\u65b0\u8bbe\u8ba1\u7684\u65f6\u4ee3\u3002<\/p>\n<p><img data-dominant-color=\"121212\" data-has-transparency=\"true\" style=\"--dominant-color: #121212;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28607\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/071f536917c76cec639835790b7794a44a5789.png\" width=\"1080\" height=\"315\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/071f536917c76cec639835790b7794a44a5789.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/071f536917c76cec639835790b7794a44a5789-300x88.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/071f536917c76cec639835790b7794a44a5789-1024x299.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/071f536917c76cec639835790b7794a44a5789-150x44.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/071f536917c76cec639835790b7794a44a5789-768x224.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p><img data-dominant-color=\"111213\" data-has-transparency=\"true\" style=\"--dominant-color: #111213;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28608\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/182aec351d23c0dfcf50394465133b4b2554d1.png\" width=\"726\" height=\"159\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/182aec351d23c0dfcf50394465133b4b2554d1.png 726w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/182aec351d23c0dfcf50394465133b4b2554d1-300x66.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/182aec351d23c0dfcf50394465133b4b2554d1-150x33.png 150w\" sizes=\"auto, (max-width: 726px) 100vw, 726px\" \/><\/p>\n<p class=\"js_darkmode__text__53\">\u90a3\u4e48\uff0c\u8fd9\u7bc7\u8bba\u6587\u4e3b\u8981\u89e3\u51b3\u4e86\u4ec0\u4e48\u95ee\u9898\uff1f<\/p>\n<h3>ResNet\u7528\u4e86\u5341\u5e74\u300c\u52a0\u6cd5\u300d<\/h3>\n<h3>\u7ec8\u4e8e\u88ab\u6539\u5199\u4e86<\/h3>\n<p class=\"js_darkmode__text__64\">2015\u5e74\uff0cResNet\uff08\u6b8b\u5dee\u7f51\u7edc\uff09\u6a2a\u7a7a\u51fa\u4e16\u540e\uff0c\u300c\u52a0\u6cd5\u6377\u5f84\uff08shortcut\uff09\u300d\u51e0\u4e4e\u6210\u4e3a\u4e86\u6df1\u5ea6\u7f51\u7edc\u7684\u9ed8\u8ba4\u914d\u7f6e\u3002<\/p>\n<p class=\"js_darkmode__text__67\">\u5b83\u89e3\u51b3\u4e86\u68af\u5ea6\u6d88\u5931\u7684\u96be\u9898\uff0c\u6491\u8d77\u4e86\u73b0\u4ee3\u6df1\u5ea6\u5b66\u4e60\u7684\u9ad8\u697c\u3002<\/p>\n<p><img data-dominant-color=\"f1f1f1\" data-has-transparency=\"true\" style=\"--dominant-color: #f1f1f1;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28609\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c37ac4c558c90023b87968be9feaa50f3603e0.png\" width=\"1080\" height=\"612\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/c37ac4c558c90023b87968be9feaa50f3603e0.png 1080w, 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d6802a2468eb654fbdf9006526c4e72e571836.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d6802a2468eb654fbdf9006526c4e72e571836-300x270.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d6802a2468eb654fbdf9006526c4e72e571836-1024x923.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d6802a2468eb654fbdf9006526c4e72e571836-150x135.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d6802a2468eb654fbdf9006526c4e72e571836-768x692.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p 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srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f5a0d2c3576ab6c9f42380d7106091fb6553c1.png 260w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f5a0d2c3576ab6c9f42380d7106091fb6553c1-150x44.png 150w\" sizes=\"auto, (max-width: 260px) 100vw, 260px\" \/><\/p>\n<p class=\"js_darkmode__text__141\">\u8fd9\u4e2a\u8bbe\u8ba1\uff0c\u8ba9\u7f51\u7edc\u72b6\u6001\u5177\u5907\u4e86\u300c\u8bb0\u5fc6\u77e9\u9635\u300d\u7684\u542b\u4e49\uff0c\u4e5f\u4e3a\u540e\u7eed\u7684Delta Rule\u7684\u5bf9\u9f50\u57cb\u4e0b\u4e86\u4f0f\u7b14\u3002<\/p>\n<p class=\"js_darkmode__text__144\">\u5176\u6838\u5fc3\u66f4\u65b0\u516c\u5f0f\u5982\u4e0b\u6240\u793a\uff1a<\/p>\n<p class=\"js_darkmode__64\"><img data-dominant-color=\"f1f1f1\" data-has-transparency=\"true\" style=\"--dominant-color: #f1f1f1;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28613\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9492626490f4104124f807c442786f663fd3fb.png\" width=\"904\" height=\"116\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9492626490f4104124f807c442786f663fd3fb.png 904w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9492626490f4104124f807c442786f663fd3fb-300x38.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9492626490f4104124f807c442786f663fd3fb-150x19.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/9492626490f4104124f807c442786f663fd3fb-768x99.png 768w\" sizes=\"auto, (max-width: 904px) 100vw, 904px\" \/><\/p>\n<p class=\"js_darkmode__text__147\">\u800cDDL\u771f\u6b63\u7684\u5173\u952e\u6240\u5728\uff0c\u662fDelta Operator\uff0c\u8ba9\u300c\u6377\u5f84\u300d\u4e0d\u518d\u662fI\uff0c\u800c\u662f<\/p>\n<p 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https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/39a47c6984fe045a255276569d7f098aaa53b7-768x290.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<h3>\u6b8b\u5dee\u7f51\u7edc\uff0c2.0\u65f6\u4ee3<\/h3>\n<p class=\"js_darkmode__text__196\">\u4e3a\u4ec0\u4e48\u8fd9\u4e00\u65b9\u6cd5\u7684\u63d0\u51fa\uff0c\u975e\u5e38\u91cd\u8981\uff1f<\/p>\n<p class=\"js_darkmode__text__199\">\u8fc7\u53bb\u5341\u5e74\uff0c\u4f20\u7edf\u6b8b\u5dee\u7f51\u7edc\u7684\u4e00\u4e2a\u9690\u60a3\u662f\uff1a\u4fe1\u606f\u53ea\u52a0\u4e0d\u51cf\uff0c\u566a\u58f0\u4f1a\u4e00\u8def\u7d2f\u79ef\u3002<\/p>\n<p class=\"js_darkmode__text__202\">DDL\u660e\u786e\u5f15\u5165\u4e86\u5fd8\u8bb0\u3001\u91cd\u5199\u3001\u53cd\u8f6c\uff0c\u8ba9\u7f51\u7edc\u53ef\u4ee5\u4e3b\u52a8\u6e05\u7406\u65e0\u7528\u7279\u5f81\uff0c\u91cd\u6784\u4e2d\u95f4\u8868\u793a\uff0c\u8ba9\u5efa\u6a21\u6210\u4e3a\u975e\u5355\u8c03\u52a8\u6001\u8fc7\u7a0b\u3002<\/p>\n<p class=\"js_darkmode__text__205\">\u795e\u7ecf\u7f51\u7edc\u53ef\u4ee5\u81ea\u5df1\u51b3\u5b9a\uff0c\u5982\u4f55\u5904\u7406\u8f93\u5165\u7684\u4fe1\u606f\u3002<\/p>\n<p class=\"js_darkmode__text__208\">DDL\u4e0d\u4f1a\u63a8\u7ffbResNet\uff0c\u5f53\u95e8\u63a7\uff08gate\uff09\u5173\u95ed\u65f6\uff0c\u5b83\u5c31\u662f\u666e\u901a\u6b8b\u5dee\u7f51\u7edc\uff0c\u5f53\u5b83\u5b8c\u5168\u6253\u5f00\u65f6\uff0c\u4fbf\u8fdb\u5165\u4e86\u5168\u65b0\u7684\u8868\u8fbe\u7a7a\u95f4\u3002<\/p>\n<p><img data-dominant-color=\"191a1b\" data-has-transparency=\"true\" style=\"--dominant-color: #191a1b;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28616\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f672d4365e0afe5194b461b3e713ca6c8b852c.png\" width=\"1080\" height=\"471\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f672d4365e0afe5194b461b3e713ca6c8b852c.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f672d4365e0afe5194b461b3e713ca6c8b852c-300x131.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f672d4365e0afe5194b461b3e713ca6c8b852c-1024x447.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f672d4365e0afe5194b461b3e713ca6c8b852c-150x65.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/f672d4365e0afe5194b461b3e713ca6c8b852c-768x335.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__211\">ResNet\u8ba9\u6df1\u5ea6\u5b66\u4e60\u8fdb\u5165\u4e86\u300c\u53ef\u89c4\u6a21\u5316\u65f6\u4ee3\u300d\uff0c\u800cDDL\u63d0\u51fa\u7684\u662f\u4e0b\u4e00\u6b65\u2014\u2014<\/p>\n<p class=\"js_darkmode__text__214\">\u8ba9\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4e0d\u4ec5\u7a33\u5b9a\uff0c\u800c\u4e14\u5177\u5907\u771f\u6b63\u7684\u72b6\u6001\u64cd\u63a7\u80fd\u529b\u3002<\/p>\n<p class=\"js_darkmode__text__217\">\u4e5f\u8bb8\u591a\u5e74\u540e\u56de\u5934\u770b\uff0c\u6b8b\u5dee\u7f51\u7edc\u771f\u6b63\u7684\u8fdb\u5316\uff0c\u4e0d\u4ec5\u4ec5\u662f\u66f4\u6df1\uff0c\u8fd8\u4f1a\u6539\u81ea\u5df1\u3002<\/p>\n<p class=\"js_darkmode__text__220\">\u6700\u540e\u7684\u6700\u540e\uff0c\u6211\u4eec\u8ba9ChatGPT\u5206\u522b\u603b\u7ed3\u4e0bDDL\u548cmHC\u7684\u6838\u5fc3\u8d21\u732e\uff1a<\/p>\n<p><img data-dominant-color=\"f7f7f7\" data-has-transparency=\"false\" style=\"--dominant-color: #f7f7f7;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28617\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/778b66c899f61f68d006950437e3b5f632329c.png\" width=\"1080\" height=\"298\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/778b66c899f61f68d006950437e3b5f632329c.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/778b66c899f61f68d006950437e3b5f632329c-300x83.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/778b66c899f61f68d006950437e3b5f632329c-1024x283.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/778b66c899f61f68d006950437e3b5f632329c-150x41.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/778b66c899f61f68d006950437e3b5f632329c-768x212.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__223\">\u4e00\u4f4d\u7f51\u53cb\u5bf9\u8fd9\u4e24\u79cd\u9769\u547d\u6027\u67b6\u6784\u7684\u4eae\u70b9\u603b\u7ed3\uff1a<\/p>\n<p class=\"js_darkmode__98\"><img data-dominant-color=\"1c1d1d\" data-has-transparency=\"true\" style=\"--dominant-color: #1c1d1d;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28618\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/7224574636e5416175579524d6131c46adfe5d.png\" width=\"1080\" height=\"667\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/7224574636e5416175579524d6131c46adfe5d.png 1080w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/7224574636e5416175579524d6131c46adfe5d-300x185.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/7224574636e5416175579524d6131c46adfe5d-1024x632.png 1024w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/7224574636e5416175579524d6131c46adfe5d-150x93.png 150w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/7224574636e5416175579524d6131c46adfe5d-768x474.png 768w\" sizes=\"auto, (max-width: 1080px) 100vw, 1080px\" \/><\/p>\n<p class=\"js_darkmode__text__226\">\u8fd9\u4e00\u5207\uff0c\u53ea\u8bf4\u660e\u4e86\u4e00\u4ef6\u4e8b\uff1a\u6b8b\u5dee\u8fde\u63a5\uff0c\u771f\u6b63\u88ab\u5f53\u6210\u300c\u53ef\u8bbe\u8ba1\u5bf9\u8c61\u300d\u6765\u8ba4\u771f\u5bf9\u5f85\u3002<\/p>\n<p class=\"js_darkmode__text__229\">\u8fd9\u5c31\u50cf\u662f\u4e00\u4e2a\u300c\u65f6\u4ee3\u5207\u6362\u300d\u7684\u4fe1\u53f7\uff0c\u8fc7\u53bb\u6a21\u578b\u53d8\u5f3a=\u66f4\u5927+\u66f4\u6df1+\u66f4\u591a\u53c2\u6570\uff0c\u73b0\u5728\u300c\u6a21\u578b\u53d8\u5f3a=\u66f4\u5408\u7406\u7684\u7ed3\u6784\u7ea6\u675f\u300d\u3002<\/p>\n<h3>\u4f5c\u8005\u4ecb\u7ecd<\/h3>\n<h4>Yifan Zhang<\/h4>\n<p class=\"js_darkmode__text__240\"><strong>Yifan Zhang<\/strong>\u662f\u666e\u6797\u65af\u987f\u5927\u5b66\u7684\u535a\u58eb\u751f\uff0c\u4e5f\u662f\u666e\u6797\u65af\u987fAI\u5b9e\u9a8c\u5ba4\u7684Fellow\uff0c\u5e08\u4eceMengdi Wang\u6559\u6388\u3001\u59da\u671f\u667a\u6559\u6388\u548cQuanquan Gu\u6559\u6388\u3002<\/p>\n<p class=\"js_darkmode__text__246\">\u6b64\u524d\uff0c\u4ed6\u83b7\u5f97\u4e86\u6e05\u534e\u5927\u5b66\u4ea4\u53c9\u4fe1\u606f\u7814\u7a76\u9662\u8ba1\u7b97\u673a\u79d1\u5b66\u7855\u58eb\u5b66\u4f4d\u5e76\u6210\u4e3a\u535a\u58eb\u5019\u9009\u4eba\uff1b\u672c\u79d1\u6bd5\u4e1a\u4e8e\u5317\u4eac\u5927\u5b66\u5143\u57f9\u5b66\u9662\uff0c\u83b7\u6570\u5b66\u4e0e\u8ba1\u7b97\u673a\u79d1\u5b66\u7406\u5b66\u5b66\u58eb\u5b66\u4f4d\u3002<\/p>\n<p class=\"js_darkmode__text__249\">\u4e2a\u4eba\u7814\u7a76\u91cd\u70b9\u662f\uff1a\u6784\u5efa\u517c\u5177\u9ad8\u6269\u5c55\u6027\u548c\u9ad8\u6027\u80fd\u7684LLM\u53ca\u591a\u6a21\u6001\u57fa\u7840\u6a21\u578b\u3002<\/p>\n<h4>Yifeng Liu<\/h4>\n<p class=\"js_darkmode__110\"><img data-dominant-color=\"8f828a\" data-has-transparency=\"true\" style=\"--dominant-color: #8f828a;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28619\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/670de090334fb56419375159e246c272ff629e.png\" width=\"400\" height=\"400\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/670de090334fb56419375159e246c272ff629e.png 400w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/670de090334fb56419375159e246c272ff629e-300x300.png 300w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/670de090334fb56419375159e246c272ff629e-150x150.png 150w\" sizes=\"auto, (max-width: 400px) 100vw, 400px\" \/><\/p>\n<p class=\"js_darkmode__text__256\">Yifeng Liu\u662f\u52a0\u5dde\u5927\u5b66\u6d1b\u6749\u77f6\u5206\u6821\u7684\u8ba1\u7b97\u673a\u535a\u58eb\uff0c\u672c\u79d1\u6bd5\u4e1a\u4e8e\u6e05\u534e\u4fe1\u606f\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\uff0c\u59da\u73ed\u51fa\u8eab\u3002<\/p>\n<h4>Mengdi Wang<\/h4>\n<p class=\"js_darkmode__113\"><img data-dominant-color=\"807167\" data-has-transparency=\"true\" style=\"--dominant-color: #807167;\" loading=\"lazy\" decoding=\"async\" class=\"has-transparency alignnone size-full wp-image-28620\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/6174e6a9425d0fe19196392039bc7f0f971576.png\" width=\"700\" height=\"933\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/6174e6a9425d0fe19196392039bc7f0f971576.png 700w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/6174e6a9425d0fe19196392039bc7f0f971576-225x300.png 225w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/6174e6a9425d0fe19196392039bc7f0f971576-113x150.png 113w\" sizes=\"auto, (max-width: 700px) 100vw, 700px\" \/><\/p>\n<p class=\"js_darkmode__text__263\">Mengdi Wang\u662f\u666e\u6797\u65af\u987f\u5927\u5b66\u7535\u6c14\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u7cfb\u4ee5\u53ca\u7edf\u8ba1\u4e0e\u673a\u5668\u5b66\u4e60\u4e2d\u5fc3\u7684\u526f\u6559\u6388\u3002<\/p>\n<p class=\"js_darkmode__text__266\">\u5979\u66fe\u83b7\u5f97\u4e86MIT\u7535\u6c14\u5de5\u7a0b\u4e0e\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5728\u6b64\u4e4b\u524d\uff0c\u5979\u83b7\u5f97\u4e86\u6e05\u534e\u5927\u5b66\u81ea\u52a8\u5316\u7cfb\u5b66\u58eb\u5b66\u4f4d\u3002<\/p>\n<p class=\"js_darkmode__text__269\">\u4e2a\u4eba\u7814\u7a76\u65b9\u5411\u5305\u62ec\u673a\u5668\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u751f\u6210\u5f0fAI\u3001AI for science\u4ee5\u53ca\u667a\u80fd\u7cfb\u7edf\u5e94\u7528\u3002<\/p>\n<h4>Quanquan Gu<\/h4>\n<p class=\"js_darkmode__118\"><img data-dominant-color=\"b09182\" data-has-transparency=\"false\" style=\"--dominant-color: #b09182;\" loading=\"lazy\" decoding=\"async\" class=\"not-transparent alignnone size-full wp-image-28621\" src=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d8bdc249316ae5758b2402f2409518d8c816df.png\" width=\"990\" height=\"1280\" srcset=\"https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d8bdc249316ae5758b2402f2409518d8c816df.png 990w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d8bdc249316ae5758b2402f2409518d8c816df-232x300.png 232w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d8bdc249316ae5758b2402f2409518d8c816df-792x1024.png 792w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d8bdc249316ae5758b2402f2409518d8c816df-116x150.png 116w, https:\/\/aiforumimage.oss-cn-shanghai.aliyuncs.com\/wp-content\/uploads\/2026\/01\/d8bdc249316ae5758b2402f2409518d8c816df-768x993.png 768w\" sizes=\"auto, (max-width: 990px) 100vw, 990px\" \/><\/p>\n<p class=\"js_darkmode__text__275\">Quanquan Gu\u662fUCLA\u8ba1\u7b97\u673a\u79d1\u5b66\u7cfb\u7684\u526f\u6559\u6388\uff0c\u540c\u65f6\u9886\u5bfcUCLA\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u3002<\/p>\n<p class=\"js_darkmode__text__278\">\u4ed6\u66fe\u83b7\u5f97\u4f0a\u5229\u8bfa\u4f0a\u5927\u5b66\u5384\u5df4\u7eb3-\u9999\u69df\u5206\u6821\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c\u5206\u522b\u4e8e2007\u5e74\u548c2010\u5e74\u83b7\u5f97\u4e86\u6e05\u534e\u5927\u5b66\u5b66\u58eb\u548c\u7855\u58eb\u5b66\u4f4d\u3002<\/p>\n<p class=\"js_darkmode__text__281\">\u4e2a\u4eba\u7814\u7a76\u65b9\u5411\u662f\u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60\uff0c\u91cd\u70b9\u5305\u62ec\u975e\u51f8\u4f18\u5316\u3001\u6df1\u5ea6\u5b66\u4e60\u3001\u5f3a\u5316\u5b66\u4e60\u3001LLM\u4ee5\u53ca\u6df1\u5ea6\u751f\u6210\u6a21\u578b\u3002<\/p>\n<p>\u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n<div class=\"pvc_clear\"><\/div>\n<p id=\"pvc_stats_28603\" class=\"pvc_stats total_only  \" data-element-id=\"28603\" 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 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