{"id":939,"date":"2025-04-14T12:29:46","date_gmt":"2025-04-14T12:29:46","guid":{"rendered":"https:\/\/graphics.xmu.edu.cn\/lab\/?p=939"},"modified":"2025-04-17T11:51:55","modified_gmt":"2025-04-17T11:51:55","slug":"939","status":"publish","type":"post","link":"https:\/\/graphics.xmu.edu.cn\/lab\/?p=939","title":{"rendered":"\u8bfe\u9898\u7ec4\u6210\u529f\u627f\u529eCSIAM-GDC\u4e13\u59d4\u4f1a\u201c\u667a\u80fdCAD\u751f\u6210\u201d\u7814\u8ba8\u4f1a"},"content":{"rendered":"\n<p>\u7531\u4e2d\u56fd\u5de5\u4e1a\u4e0e\u5e94\u7528\u6570\u5b66\u5b66\u4f1a\uff08CSIAM\uff09\u4e3b\u529e\uff0cCSIAM\u51e0\u4f55\u8bbe\u8ba1\u4e0e\u8ba1\u7b97\uff08GDC\uff09\u4e13\u59d4\u4f1a\u4e0e\u53a6\u95e8\u5927\u5b66\u4fe1\u606f\u5b66\u9662\u3001\u6570\u5b66\u79d1\u5b66\u5b66\u9662\u8054\u5408\u627f\u529e\u7684&#8221;\u667a\u80fdCAD\u751f\u6210&#8221;\u7814\u8ba8\u4f1a\uff0c\u4e8e2025\u5e744\u670812\u65e5\u5728\u53a6\u95e8\u5927\u5b66\u601d\u660e\u6821\u533a\u79d1\u5b66\u827a\u672f\u4e2d\u5fc3\u6210\u529f\u4e3e\u529e\u3002 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src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72475.png\" alt=\"\" class=\"wp-image-944\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72475.png 1018w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72475-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72475-768x511.png 768w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72475-956x637.png 956w\" sizes=\"auto, (max-width: 1018px) 100vw, 1018px\" 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"986\" height=\"657\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72476.png\" alt=\"\" class=\"wp-image-945\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72476.png 986w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72476-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72476-768x512.png 768w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72476-956x637.png 956w\" sizes=\"auto, (max-width: 986px) 100vw, 986px\" \/><\/figure>\n\n\n\n<p><strong>\u590d\u65e6\u5927\u5b66\u5468\u5411\u4e1c\u6559\u6388\u4f5c\u4e86\u9898\u4e3a\u201c\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684&nbsp;CAD&nbsp;\u53c2\u6570\u6a21\u578b\u751f\u6210\u201d\u7684\u62a5\u544a\u3002<\/strong>\u5468\u5411\u4e1c\u6559\u6388\u9996\u5148\u9610\u8ff0\u4e86CAD\u53c2\u6570\u5316\u6a21\u578b\u751f\u6210\u7684\u6280\u672f\u6311\u6218\u4e0e\u7814\u7a76\u73b0\u72b6\uff0c\u91cd\u70b9\u4ecb\u7ecd\u4e86\u591a\u6a21\u6001\u3001\u8de8\u6a21\u6001\u3001\u6587\u672c\u9a71\u52a8\u7684CAD\u751f\u6210\u65b9\u6cd5\u53caCAD\u6a21\u578b\u957f\u5e8f\u5217\u751f\u6210\u7b56\u7565\u3002\u4ed6\u6307\u51fa\u901a\u7528LLM\u5728CAD\u9886\u57df\u7684\u77e5\u8bc6\u6b20\u7f3a\uff0c\u8fd9\u4f7f\u5f97\u76f4\u63a5\u5e94\u7528LLM\u7684\u6548\u679c\u53d7\u9650\uff0c\u540c\u65f6CAD\u8bbe\u8ba1\u8bed\u4e49\u7684\u6587\u672c\u63cf\u8ff0\u548cCAD\u5efa\u6a21\u4e4b\u95f4\u5b58\u5728\u9e3f\u6c9f\u3002\u4e3a\u6b64\uff0c\u56e2\u961f\u6784\u5efa\u4e86\u878d\u5408\u8bed\u4e49\u4fe1\u606f\u4e0eCAD\u5efa\u6a21\u5e8f\u5217\u4f2a\u4ee3\u7801\u7684SPCC\u8bad\u7ec3\u6570\u636e\u96c6\uff0c\u57fa\u4e8eLlama3-8B\u8fdb\u884c\u9884\u8bad\u7ec3\u548c\u6307\u4ee4\u5fae\u8c03\u5f00\u53d1\u51faCAD-Llama\u6a21\u578b\u3002\u6700\u540e\uff0c\u4ecb\u7ecd\u4e86\u4f7f\u7528CAD-Llama\u6a21\u578b\u751f\u6210CAD\u53c2\u6570\u6a21\u578b\u7684\u7ed3\u679c\uff0c\u9a8c\u8bc1\u4e86\u5927\u6a21\u578b\u7684\u751f\u6210\u80fd\u529b\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"835\" height=\"557\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72477.png\" alt=\"\" class=\"wp-image-946\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72477.png 835w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72477-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72477-768x512.png 768w\" sizes=\"auto, (max-width: 835px) 100vw, 835px\" \/><\/figure>\n\n\n\n<p><strong>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5218\u6d0b\u7814\u7a76\u5458\u4f5c\u4e86\u9898\u4e3a\u201cCAD&nbsp;\u91cd\u5efa\u4e0e\u751f\u6210\u4e2d\u7684\u96be\u70b9\uff1a\u7ed3\u6784\u3001\u7279\u5f81\u53ca\u786c\u7ea6\u675f\u201d\u7684\u62a5\u544a\u3002<\/strong>\u5218\u6d0b\u7814\u7a76\u5458\u4ece\u8868\u5f81\u5b66\u4e60\u3001\u91cd\u5efa\u548c\u751f\u6210\u89c6\u89d2\u51fa\u53d1\uff0c\u9610\u91ca\u4e86CAD\u751f\u6210\u7684\u7814\u7a76\u8d8b\u52bf\uff0c\u6307\u51fa\u91cd\u5efa\u4e0e\u751f\u6210\u5728\u65b9\u6cd5\u8bba\u4e0a\u5177\u6709\u4e00\u81f4\u6027\u3002\u4ed6\u7740\u91cd\u5206\u6790\u4e86CAD\u751f\u6210\u7684\u6838\u5fc3\u96be\u70b9\u5373\u786c\u7ea6\u675f\u6c42\u89e3\u95ee\u9898\uff0c\u5e76\u4ecb\u7ecd\u4e86\u5728B-Rep\u9690\u5f0f\u5316\u65b9\u9762\u7684\u7814\u7a76\u6210\u679c\u548c\u4ee3\u8868\u5de5\u4f5cComplexGen\u7b49\u3002\u6700\u540e\uff0c\u603b\u7ed3\u4e86\u5f53\u524d\u6311\u6218\uff0c\u5e76\u63d0\u51fa\u4e86\u5c55\u671b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"823\" height=\"548\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72478.png\" alt=\"\" class=\"wp-image-947\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72478.png 823w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72478-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72478-768x511.png 768w\" sizes=\"auto, (max-width: 823px) 100vw, 823px\" \/><\/figure>\n\n\n\n<p><strong>\u9999\u6e2f\u5927\u5b66\u9ad8\u76db\u534e\u6559\u6388\u4f5c\u4e86\u9898\u4e3a\u201cCAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM\u201d\u7684\u62a5\u544a\u3002<\/strong>\u9ad8\u76db\u534e\u6559\u6388\u9996\u5148\u4ecb\u7ecd\u4e86CAD\u751f\u6210\u7684\u80cc\u666f\u53caCAD\u547d\u4ee4\u5e8f\u5217\u7684\u8868\u793a\u65b9\u6cd5\uff0c\u4ee5\u53ca\u8de8\u6a21\u6001\u751f\u6210\u7684\u76f8\u5173\u5de5\u4f5c\u3002\u968f\u540e\u4ecb\u7ecd\u4e86\u4ed6\u4eec\u56e2\u961f\u6784\u5efa\u7684\u9996\u4e2a\u5305\u542b\u6587\u672c\u63cf\u8ff0\u3001\u591a\u89c6\u56fe\u56fe\u50cf\u3001\u70b9\u4e91\u548c\u547d\u4ee4\u5e8f\u5217\u7684\u591a\u6a21\u6001CAD\u6570\u636e\u96c6Omni-CAD\u548c\u9996\u4e2a\u80fd\u591f\u57fa\u4e8e\u591a\u6a21\u6001\u8f93\u5165\u751f\u6210\u53c2\u6570\u5316CAD\u6a21\u578b\u7684\u7cfb\u7edfCAD-MLLM\u3002\u6700\u540e\u5206\u4eab\u4e86CAD-MLLM\u591a\u6a21\u6001\u8f93\u5165\u751f\u6210\u53c2\u6570\u5316CAD\u6a21\u578b\u7684\u7ed3\u679c\uff0c\u5168\u9762\u8bc4\u4f30\u4e86\u6a21\u578b\u7684\u751f\u6210\u8d28\u91cf\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"789\" height=\"526\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72479.png\" alt=\"\" class=\"wp-image-948\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72479.png 789w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72479-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u72479-768x512.png 768w\" sizes=\"auto, (max-width: 789px) 100vw, 789px\" \/><\/figure>\n\n\n\n<p><strong>\u6d59\u6c5f\u5927\u5b66\u675c\u9e4f\u6559\u6388\u4f5c\u4e86\u9898\u4e3a\u201c\u57fa\u4e8e\u5f3a\u5316\u5b66\u4e60\u7684CAD\u6a21\u578b\u8bad\u7ec3\u573a\u201d\u7684\u62a5\u544a\u3002<\/strong>\u675c\u9e4f\u6559\u6388\u901a\u8fc7\u5bf9\u6bd4\u5927\u8bed\u8a00\u6a21\u578b\u5174\u8d77\u524d\u540e\u7684CAD\u6a21\u578b\u751f\u6210\u7814\u7a76\u73b0\u72b6\uff0c\u7cfb\u7edf\u5206\u6790\u4e86\u5f53\u524d\u9886\u57df\u7684\u4e3b\u8981\u6280\u672f\u74f6\u9888\u3002\u4ed6\u4eec\u56e2\u961f\u53d7\u5230\u5f3a\u5316\u5b66\u4e60\u5728\u673a\u5668\u4eba\u9886\u57df\u7684\u5e94\u7528\u542f\u53d1\u63d0\u51fa\u4e86\u57fa\u4e8e&nbsp;CAD&nbsp;\u51e0\u4f55\u5f15\u64ce\u6784\u5efa\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\u573a\u3002\u968f\u540e\uff0c\u4ed6\u8fdb\u4e00\u6b65\u63a2\u8ba8\u4e86\u8be5\u6280\u672f\u5728B-rep\u5230\u547d\u4ee4\u5e8f\u5217\u751f\u6210\u53caCAD\u811a\u672c\u751f\u6210\u5927\u6a21\u578b\u540e\u5904\u7406\u4e24\u4e2a\u65b9\u5411\u7684\u5e94\u7528\u524d\u666f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"841\" height=\"560\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724710.png\" alt=\"\" class=\"wp-image-949\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724710.png 841w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724710-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724710-768x511.png 768w\" sizes=\"auto, (max-width: 841px) 100vw, 841px\" \/><\/figure>\n\n\n\n<p><strong>\u6e05\u534e\u5927\u5b66\u6f58\u6d69\u6559\u6388\u4f5c\u4e86\u9898\u4e3a\u201c\u53ef\u5fae\u5206CSG\u4e0e\u8bbe\u8ba1\u6982\u5ff5\u5f52\u7eb3\u201d\u7684\u62a5\u544a\u3002<\/strong>\u6f58\u6d69\u6559\u6388\u9996\u5148\u9610\u8ff0\u4e86CAD\u5185\u6838\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u9ed1\u76d2\u7cfb\u7edf\uff0c\u8fdb\u800c\u63d0\u51fa\u4e86\u5c06\u6b64\u9ed1\u76d2\u8f6c\u53d8\u4e3a\u53ef\u6c42\u68af\u5ea6\u7684\u767d\u76d2\u7684\u601d\u60f3\uff0c\u7531\u6b64\u5f15\u51faCSG\u7684\u53ef\u5fae\u5206\u8ba1\u7b97\u7684\u6982\u5ff5\u548c\u65b9\u6cd5\u3002\u4ed6\u5148\u8be6\u7ec6\u9610\u8ff0\u4e86\u53ef\u5fae\u5206CSG\u7684\u7b97\u6cd5\u7684\u5b9e\u73b0\u4e0e\u5e94\u7528\uff0c\u968f\u540e\u4ecb\u7ecd\u4e86CAD&nbsp;\u8349\u56fe\u4e2d\u7684\u8bbe\u8ba1\u6982\u5ff5\u5f52\u7eb3\u5b66\u4e60\u3002\u901a\u8fc7\u5c06\u8349\u56fe\u8f6c\u5316\u4e3a\u58f0\u660e\u5f0f\u57df\u5b9a\u4e49\u8bed\u8a00\uff0c\u4ed6\u4eec\u56e2\u961f\u57fa\u4e8e\u795e\u7ecf\u7f51\u7edc\u548c\u81ea\u76d1\u7763\u65b9\u6cd5\u5b9e\u73b0\u4e86\u8349\u56fe\u6a21\u5757\u5316\u5b50\u51fd\u6570\u7684\u81ea\u52a8\u63d0\u53d6\uff0c\u4e3a\u8349\u56fe\u7406\u89e3\u3001\u8865\u5168\u4e0e\u91cd\u5efa\u4efb\u52a1\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u6491\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"783\" height=\"522\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724711.png\" alt=\"\" class=\"wp-image-950\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724711.png 783w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724711-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724711-768x512.png 768w\" sizes=\"auto, (max-width: 783px) 100vw, 783px\" \/><\/figure>\n\n\n\n<p><strong>\u5317\u4eac\u5e08\u8303\u5927\u5b66\u90ed\u5efa\u4f1f\u6559\u6388\u4f5c\u4e86\u9898\u4e3a\u201c\u5e8f\u5217\u5316\u548c\u7ed3\u6784\u5316\u8868\u5f81\u9a71\u52a8\u7684&nbsp;CAD&nbsp;\u667a\u80fd\u5efa\u6a21\u201d\u7684\u62a5\u544a\u3002<\/strong>\u90ed\u5efa\u4f1f\u6559\u6388\u9996\u5148\u9610\u8ff0\u4e86CAD\u9006\u5411\u5de5\u7a0b\u7684\u6982\u5ff5\u53ca\u5176\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\uff0c\u5206\u4eab\u4e86\u4ed6\u4eec\u7684\u7814\u7a76\u52a8\u673a\u3002\u968f\u540e\uff0c\u4ecb\u7ecd\u4e86\u4ed6\u4eec\u56e2\u961f\u5b9e\u73b0\u7684\u81ea\u76d1\u7763\u9690\u5f0f\u8349\u56fe-\u62c9\u4f38\u4e0e\u8349\u56fe-\u8def\u5f84\u7684CAD\u91cd\u5efa\u65b9\u6cd5\uff0c\u5bf9\u5e94\u4e8eSECAD-Net\u548cSfmCAD\u6a21\u578b\u3002\u6700\u540e\uff0c\u5206\u4eab\u4e86\u4ed6\u4eec\u56e2\u961f\u5728\u5149\u6805\u5316\u8349\u56fe-\u62c9\u4f38\u4e0e\u81ea\u5e95\u5411\u4e0a\u7684B-rep&nbsp;CAD\u751f\u6210\u65b9\u9762\u7684\u5de5\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"822\" height=\"548\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724712.png\" alt=\"\" class=\"wp-image-951\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724712.png 822w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724712-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724712-768x512.png 768w\" sizes=\"auto, (max-width: 822px) 100vw, 822px\" \/><\/figure>\n\n\n\n<p><strong>\u817e\u8baf\u5149\u5b50\u5de5\u4f5c\u5ba4\u5218\u4e2d\u8fdc\u7814\u7a76\u5458\u4f5c\u4e86\u9898\u4e3a\u201c\u4ece\u6162\u601d\u8003\u5230\u667a\u80fd\u751f\u6210\uff1aCAD&nbsp;\u5927\u6a21\u578b\u4e0e\u8bbe\u8ba1\u9700\u6c42\u7a7a\u95f4\u7684\u601d\u8003\u201d\u7684\u62a5\u544a\u3002<\/strong>\u5218\u4e2d\u8fdc\u7814\u7a76\u5458\u9996\u5148\u9610\u8ff0\u4e86\u4ed6\u5bf9\u4e8eCAD\u7684\u7406\u89e3\uff0c\u8ba8\u8bba\u4e86\u5982\u4f55\u8ba9\u7b97\u6cd5\u5177\u5907CAD\u751f\u6210\u7684\u80fd\u529b\uff0c\u5206\u4eab\u4e86\u4e0d\u540c\u7684CAD\u7684\u79cd\u7c7b\u53ca\u5176\u8bed\u4e49\u610f\u56fe\u7a7a\u95f4\uff0c\u5e76\u4ece\u8bbe\u8ba1\u5e08\u7684\u89d2\u5ea6\u5206\u4eab\u4e86CAD\u8bbe\u8ba1\u6d41\u7a0b\u4e0e\u8bed\u4e49\u7ea6\u675f\u3002\u6700\u540e\uff0c\u5206\u4eab\u4e86\u4ed6\u5728\u667a\u80fd\u751f\u6210\u6280\u672f\u8def\u5f84\u4e0a\u7684\u601d\u8003\uff0c\u8ba4\u4e3a\u827a\u672f\u751f\u4ea7\u662f\u4e00\u4e2a\u601d\u8003\u5b9e\u8df5\u8fed\u4ee3\u8fc7\u7a0b\uff0c\u827a\u672f\u751f\u4ea7\u7b97\u6cd5\u7684\u6700\u7ec8\u89e3\u51b3\u65b9\u6848\u5e94\u8be5\u662f\u4e00\u4e2a\u5e26\u6709\u521b\u4f5c\u53d9\u4e8b\u76ee\u6807\u4ee5\u53ca\u5ba1\u7f8e\u504f\u597d\u7684\u591a\u6b65\u9aa4\u591aAI\u667a\u80fd\u4f53\u7fa4\u76f8\u4e92\u914d\u5408\u5e76\u4f7f\u7528\u5782\u7c7bAI&amp;DCC\u7b97\u6cd5\u5de5\u5177\u96c6\u7684\u601d\u8003\u5b9e\u8df5\u8fed\u4ee3\u8fc7\u7a0b\u3002\u9020\u51fa\u8fd9\u6837\u7684\u6570\u636e\u96c6\u662f\u5b9e\u73b0\u8fd9\u4e2a\u8fc7\u7a0b\u7684\u7b2c\u4e00\u6b65\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724713-1024x682.png\" alt=\"\" class=\"wp-image-952\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724713-1024x682.png 1024w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724713-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724713-768x512.png 768w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724713-956x637.png 956w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724713.png 1198w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u9648\u53d1\u6765\u6559\u6388\u6307\u5bfc\u7684\u535a\u58eb\u751f\u674e\u52b2\u4f5c\u4e86\u9898\u4e3a\u201cDTGBrepGen: A Novel B-rep Generative Model through Decoupling Topology and Geometry\u201d \u7684\u62a5\u544a\u3002<\/strong>\u674e\u52b2\u9996\u5148\u4ece\u57fa\u672c\u7684B-Rep\u8868\u793a\u6765\u5206\u6790CAD\u751f\u6210\u95ee\u9898\u7684\u80cc\u666f\u548c\u76f8\u5173\u5de5\u4f5c\u7684\u7814\u7a76\u5c40\u9650\uff0c\u63d0\u51fa\u4e86\u89e3\u8026\u62d3\u6251\u7ea6\u675f\u548c\u51e0\u4f55\u8868\u793a\u7684B-Rep\u6a21\u578b\u751f\u6210\u6846\u67b6DTGBrepGen\u3002\u8be5\u65b9\u6cd5\u9996\u5148\u5229\u7528Transformer\u6846\u67b6\u751f\u6210\u6a21\u578b\u7684\u62d3\u6251\u5173\u7cfb\uff0c\u7136\u540e\u518d\u5229\u7528Difussion\u6a21\u578b\u751f\u6210\u51e0\u4f55\u8868\u793a\u3002\u62a5\u544a\u6700\u540e\u4ecb\u7ecd\u4e86DTGBrepGen\u7f51\u7edc\u751f\u7684CAD\u6a21\u578b\u4f8b\u5b50\uff0c\u5e76\u5206\u4eab\u4e86\u4e00\u4e9b\u6761\u4ef6\u751f\u6210\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"844\" height=\"563\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724714.png\" alt=\"\" class=\"wp-image-953\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724714.png 844w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724714-300x200.png 300w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724714-768x512.png 768w\" sizes=\"auto, (max-width: 844px) 100vw, 844px\" \/><\/figure>\n\n\n\n<p><strong>\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u5218\u5229\u521a\u6559\u6388\u4e3b\u6301\u5706\u684c\u8ba8\u8bba\u3002<\/strong>\u5728\u516b\u4f4d\u4e13\u5bb6\u7cbe\u5f69\u7684\u5206\u4eab\u7ed3\u675f\u540e\uff0c\u5218\u5229\u521a\u6559\u6388\u5bf9\u7814\u8ba8\u4f1a\u7684\u516b\u573a\u62a5\u544a\u8fdb\u884c\u603b\u7ed3\uff0c\u5e76\u8fdb\u884c\u4e86\u8865\u5145\u63d0\u95ee\u73af\u8282\uff0c\u540c\u65f6\u8bf7\u6765\u81ea\u4e2d\u671b\u3001\u534e\u4e3a\u7b49\u53c2\u4f1a\u7684\u4f01\u4e1a\u6280\u672f\u4e13\u5bb6\u5c31\u672c\u4f01\u4e1a\u7684\u89c6\u89d2\u5bf9\u667a\u80fdCAD\u751f\u6210\u6280\u672f\u7684\u4e00\u4e9b\u601d\u8003\u8fdb\u884c\u8865\u5145\u5206\u4eab\u3002\u968f\u540e\uff0c\u5218\u5229\u521a\u6559\u6388\u4e3b\u6301\u5706\u684c\u8ba8\u8bba\u4e0e\u62a5\u544a\u4e13\u5bb6\u548c\u53c2\u4f1a\u4eba\u5458\u5171\u540c\u56f4\u7ed5CAD\u7684\u8868\u8fbe\u65b9\u6cd5\u3001\u5e26\u786c\u7ea6\u675f\u7684AI\u751f\u6210\u65b9\u6cd5\u3001\u751f\u6210\u8fc7\u7a0b\u7684\u7cbe\u5ea6\u95ee\u9898\u3001\u4ee5\u53caCAD\/CAE\u4e00\u4f53\u5316\u7684AI\u65b9\u6cd5\u7b49\u8bae\u9898\u5c55\u5f00\u4e86\u6fc0\u70c8\u7684\u8ba8\u8bba\u3002&nbsp;<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"760\" height=\"506\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724715.png\" alt=\"\" class=\"wp-image-954\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724715.png 760w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724715-300x200.png 300w\" sizes=\"auto, (max-width: 760px) 100vw, 760px\" \/><\/figure>\n\n\n\n<p>\u8ba8\u8bba\u73b0\u573a\u6c14\u6c1b\u70ed\u70c8\uff0c\u4e0e\u4f1a\u7684\u5404\u754c\u4e13\u5bb6\u5b66\u8005\u4eec\u79ef\u6781\u53d1\u8a00\uff0c\u56f4\u7ed5CAD\u6280\u672f\u7684\u5173\u952e\u8bae\u9898\u5c55\u5f00\u6fc0\u70c8\u8ba8\u8bba\uff0c\u5c55\u73b0\u51fa\u5bf9\u667a\u80fdCAD\u751f\u6210\u6280\u672f\u53d1\u5c55\u7684\u9ad8\u5ea6\u70ed\u60c5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"750\" height=\"1001\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724716.png\" alt=\"\" class=\"wp-image-955\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724716.png 750w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724716-225x300.png 225w\" sizes=\"auto, (max-width: 750px) 100vw, 750px\" \/><\/figure>\n\n\n\n<p>\u5706\u684c\u8ba8\u8bba\u73af\u8282\u7ed3\u675f\u540e\uff0c\u5218\u5229\u521a\u6559\u6388\u4f5c\u603b\u7ed3\u81f4\u8f9e\uff0c\u5411\u62a5\u544a\u4e13\u5bb6\u3001\u4e0e\u4f1a\u4eba\u5458\u548c\u8d5e\u52a9\u4f01\u4e1a\u81f4\u8c22\uff0c\u540c\u65f6\u8868\u8fbe\u4e86\u6df1\u5316\u672a\u6765\u5408\u4f5c\u4ea4\u6d41\u7684\u671f\u5f85\u3002\u7814\u8ba8\u4f1a\u5c3e\u58f0\u64ad\u653e\u7684\u7cbe\u5f69\u89c6\u9891\u9526\u96c6\u5e26\u9886\u5168\u573a\u91cd\u6e29\u4e86\u7814\u8ba8\u4f1a\u4eae\u70b9\uff0c\u4f1a\u8bae\u5728\u70ed\u70c8\u638c\u58f0\u4e2d\u5706\u6ee1\u843d\u5e55\u3002<\/p>\n\n\n\n<p>\u667a\u80fdCAD\u751f\u6210\u7814\u8ba8\u4f1a\u4e3b\u9875\uff1a<a href=\"https:\/\/graphics.xmu.edu.cn\/GDC2025SymposiumXM\/index.html\"><u>https:\/\/graphics.xmu.edu.cn\/GDC2025SymposiumXM\/index.html<\/u><\/a><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"658\" height=\"923\" src=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724717.png\" alt=\"\" class=\"wp-image-956\" srcset=\"https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724717.png 658w, https:\/\/graphics.xmu.edu.cn\/lab\/wp-content\/uploads\/2025\/04\/\u56fe\u724717-214x300.png 214w\" sizes=\"auto, (max-width: 658px) 100vw, 658px\" \/><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u7531\u4e2d\u56fd\u5de5\u4e1a\u4e0e\u5e94\u7528\u6570\u5b66\u5b66\u4f1a\uff08CSIAM\uff09\u4e3b\u529e\uff0cCSIAM\u51e0\u4f55\u8bbe\u8ba1\u4e0e\u8ba1\u7b97\uff08GDC\uff09\u4e13\u59d4\u4f1a\u4e0e\u53a6\u95e8\u5927\u5b66\u4fe1\u606f\u5b66\u9662\u3001\u6570\u5b66\u79d1\u5b66\u5b66\u9662\u8054\u5408\u627f\u529e\u7684&#8221;\u667a\u80fdCAD\u751f\u6210&#8221;\u7814\u8ba8\u4f1a\uff0c\u4e8e2025\u5e744\u670812\u65e5\u5728&#8230;<br \/><a class=\"read-more-button\" href=\"https:\/\/graphics.xmu.edu.cn\/lab\/?p=939\"><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3,4,5],"tags":[],"class_list":["post-939","post","type-post","status-publish","format-standard","hentry","category-recommend","category-newest","category-5"],"_links":{"self":[{"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=\/wp\/v2\/posts\/939","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=939"}],"version-history":[{"count":5,"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=\/wp\/v2\/posts\/939\/revisions"}],"predecessor-version":[{"id":1081,"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=\/wp\/v2\/posts\/939\/revisions\/1081"}],"wp:attachment":[{"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=939"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=939"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/graphics.xmu.edu.cn\/lab\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=939"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}