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<\/a><\/section>\n

\u4ece OpenAI o1 \u5230 DeepSeek R1\uff0c\u63a8\u7406\u6a21\u578b\u8fdb\u5165\u5230\u4e86\u5168\u65b0\u7684\u53d1\u5c55\u9636\u6bb5\uff0c\u5c55\u73b0\u51fa\u6765\u7684\u300c\u6162\u601d\u8003\u3001\u5f3a\u63a8\u7406\u300d\u80fd\u529b\u6b63\u5728\u52a0\u901f\u4ece\u8bed\u8a00\u667a\u80fd\u5230\u8ba4\u77e5\u667a\u80fd\u7684\u8fdb\u7a0b\uff0c\u5e76\u6784\u7b51\u8d77\u672a\u6765 AGI \u7684\u91cd\u8981\u57fa\u77f3\u3002\u540c\u65f6\uff0c\u5b66\u754c\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u8303\u5f0f\u7684\u63a2\u7d22\u4ecd\u5728\u7ee7\u7eed\uff0c\u6269\u6563\u6a21\u578b\u4e0d\u65ad\u5411\u4e3b\u6d41\u7684\u81ea\u56de\u5f52\u67b6\u6784\u53d1\u8d77\u6311\u6218\u3002<\/p>\n

\u5f53\u7136\uff0c\u5728 2025 \u667a\u80fd\u4f53\u5143\u5e74\uff0c\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u9a71\u52a8\u7684\u667a\u80fd\u4f53\u501f\u52a9\u624b\u673a\u7b49\u79fb\u52a8\u7ec8\u7aef\u7684\u843d\u5730\uff0c\u6df1\u523b\u6539\u53d8\u4e86\u4eba\u673a\u4ea4\u4e92\u8303\u5f0f\u3002\u591a\u6a21\u6001\u5927\u6a21\u578b\u7684\u7ade\u4e89\u4e5f\u8d8b\u4e8e\u767d\u70ed\u5316\uff0c\u63d0\u5347\u8de8\u6a21\u6001\u7406\u89e3\u4e0e\u751f\u6210\u80fd\u529b\u7684\u540c\u65f6\u6ce8\u91cd\u4f4e\u6210\u672c\u548c\u4f4e\u95e8\u69db\u5e94\u7528\u3002<\/p>\n

\u4e3a\u8ba9\u4ece\u4e1a\u8005\u5168\u9762\u4e86\u89e3 AI \u793e\u533a\u6d8c\u73b0\u7684\u6700\u65b0\u521b\u65b0\u6210\u679c\u548c\u53d1\u5c55\u8d8b\u52bf\uff0c\u673a\u5668\u4e4b\u5fc3\u8ba1\u5212 4 \u6708 20 \u65e5\u5728\u5317\u4eac\u4e3e\u529e\u300cICLR 2025 \u8bba\u6587\u5206\u4eab\u4f1a\u300d\uff0c\u56f4\u7ed5\u7740\u8bad\u7ec3\u63a8\u7406\u3001\u591a\u6a21\u6001\u3001Agent \u7b49\u70ed\u95e8\u4e3b\u9898\u9080\u8bf7\u9876\u7ea7\u4e13\u5bb6\u3001\u8bba\u6587\u4f5c\u8005\u4e0e\u73b0\u573a\u53c2\u4f1a\u89c2\u4f17\u5171\u540c\u4ea4\u6d41\u3002<\/p>\n

\u4f5c\u4e3a\u673a\u5668\u5b66\u4e60\u548c\u6df1\u5ea6\u5b66\u4e60\u9886\u57df\u7684\u9876\u7ea7\u4f1a\u8bae\uff0cICLR \u5177\u6709\u6781\u9ad8\u7684\u542b\u91d1\u91cf\uff0c \u6bcf\u5e74\u90fd\u4f1a\u5438\u5f15\u5927\u91cf\u7814\u7a76\u673a\u6784\u548c\u9ad8\u6821\u53c2\u4f1a\u3002\u4eca\u5e74\uff0cICLR 2025 \u5171\u63a5\u6536 11,565 \u4efd\u6295\u7a3f\uff0c\u5f55\u7528\u7387\u4e3a 32.08%\u3002<\/p>\n

\u4f5c\u4e3a\u4e00\u573a\u4e3a\u56fd\u5185 AI \u4eba\u624d\u6253\u9020\u7684\u76db\u4f1a\uff0c\u672c\u6b21\u8bba\u6587\u5206\u4eab\u4f1a\u8bbe\u7f6e\u4e86 Keynote\u3001\u8bba\u6587\u5206\u4eab\u3001\u5706\u684c\u5bf9\u8bdd\u3001Poster \u4ea4\u6d41\u7b49\u4e30\u5bcc\u73af\u8282\u3002\u4eca\u5929\uff0c\u8bba\u6587\u5206\u4eab\u4f1a\u7684\u5168\u65e5\u7a0b\u3001Keynote \u5206\u4eab\u5609\u5bbe\u53ca\u6f14\u8bb2\u4e3b\u9898\u6b63\u5f0f\u516c\u5e03\uff0c\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53ef\u4ee5\u7ee7\u7eed\u626b\u63cf\u6587\u4e2d\u4e8c\u7ef4\u7801\u62a5\u540d\u3002<\/strong><\/p>\n

<\/a><\/section>\n

Keynote \u5609\u5bbe\u53ca\u6f14\u8bb2\u4e3b\u9898<\/strong><\/p>\n

\u4e0a\u5348 Keynote\uff1a\u9648\u952e\u98de \u57fa\u4e8e\u91cf\u5316\u7a00\u758f\u7684\u9ad8\u6548\u8bad\u7ec3\u63a8\u7406\uff1a\u7406\u8bba\u53ca\u7b97\u6cd5<\/strong><\/p>\n

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\u5206\u4eab\u4eba\u4ecb\u7ecd<\/strong>\uff1a\u9648\u952e\u98de\uff0c\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\u51c6\u8058\u526f\u6559\u6388\u30022010-2019 \u5e74\u83b7\u6e05\u534e\u5927\u5b66\u5b66\u58eb\u548c\u535a\u58eb\u5b66\u4f4d\u3002\u4ece\u4e8b\u9ad8\u6548\u673a\u5668\u5b66\u4e60\u7814\u7a76\uff0c\u8c37\u6b4c\u5b66\u672f\u5f15\u7528 5000 \u4f59\u6b21\u3002\u62c5\u4efb IEEE TPAMI \u7684\u7f16\u59d4\uff0c\u62c5\u4efb ICLR \u7b49\u4f1a\u8bae\u9886\u57df\u4e3b\u5e2d\u3002\u83b7\u5f97 CCF \u9752\u5e74\u4eba\u624d\u53d1\u5c55\u8ba1\u5212\u3001\u6e05\u534e\u5927\u5b66\u5b66\u672f\u65b0\u4eba\u5956\u7b49\u3002<\/p>\n

\u5206\u4eab\u6458\u8981<\/strong>\uff1a\u5927\u6a21\u578b\u6240\u9700\u8ba1\u7b97\u6210\u672c\u9ad8\u6602\uff0c\u800c\u4f4e\u7cbe\u5ea6\u3001\u7a00\u758f\u7b49\u9ad8\u6548\u8bad\u7ec3\u63a8\u7406\u65b9\u6cd5\u5747\u5728\u539f\u6709\u8ba1\u7b97\u57fa\u7840\u4e0a\u5f15\u5165\u4e86\u8fd1\u4f3c\uff0c\u53ef\u80fd\u4f1a\u5f15\u8d77\u7cbe\u5ea6\u635f\u5931\u3002\u672c\u62a5\u544a\u5c06\u4ecb\u7ecd\u8fd1\u4f3c\u68af\u5ea6\u4e0b\u964d\u7406\u8bba\uff0c\u8be5\u7406\u8bba\u53ef\u4ee5\u4e3a\u9ad8\u6548\u7684\u8fd1\u4f3c\u8bad\u7ec3\u65b9\u6cd5\u7684\u6536\u655b\u6027\u3001\u6536\u655b\u901f\u5ea6\u63d0\u4f9b\u7406\u8bba\u4fdd\u8bc1\u3002\u57fa\u4e8e\u8be5\u7406\u8bba\uff0c\u5c06\u5206\u522b\u4ecb\u7ecd\u901a\u8fc7\u91cf\u5316\u548c\u7a00\u758f\u4e24\u6761\u6280\u672f\u8def\u7ebf\u8bbe\u8ba1\u7684\u524d\u9988\u795e\u7ecf\u7f51\u7edc\u8ba1\u7b97\u52a0\u901f\u3001\u6ce8\u610f\u529b\u8ba1\u7b97\u52a0\u901f\u3001\u6fc0\u6d3b\u538b\u7f29\u3001\u4f18\u5316\u5668\u538b\u7f29\u3001\u901a\u4fe1\u538b\u7f29\u7b49\u9ad8\u6548\u8bad\u7ec3\u63a8\u7406\u7b97\u6cd5\u3002\u5c06\u4ece\u673a\u5668\u5b66\u4e60\u7684\u89d2\u5ea6\u51fa\u53d1\uff0c\u4ecb\u7ecd\u9ad8\u6548\u8bad\u7ec3\u7684\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u8bad\u7ec3\u4e0d\u7a33\u5b9a\u7b49\u95ee\u9898\u53ca\u514b\u670d\u65b9\u6cd5\u3002<\/p>\n

\u4e0b\u5348 Keynote\uff1a\u674e\u5d07\u8f69 LLaDA\uff1a\u8bed\u8a00\u6a21\u578b\u65b0\u8303\u5f0f<\/strong><\/p>\n

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\u5206\u4eab\u4eba\u4ecb\u7ecd<\/strong>\uff1a\u674e\u5d07\u8f69\uff0c\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u9ad8\u74f4\u4eba\u5de5\u667a\u80fd\u5b66\u9662\u51c6\u8058\u526f\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c2010-2019 \u5e74\u83b7\u6e05\u534e\u5927\u5b66\u5b66\u58eb\u548c\u535a\u58eb\u5b66\u4f4d\u3002\u4e3b\u8981\u7814\u7a76\u673a\u5668\u5b66\u4e60\u3001\u6df1\u5ea6\u751f\u6210\u6a21\u578b\uff0c\u4ee3\u8868\u6027\u5de5\u4f5c\u90e8\u7f72\u4e8e DALL\u30fbE 2\u3001Stable Diffusion\u3001Vidu \u7b49\u751f\u6210\u5f0f\u5927\u6a21\u578b\u3002\u83b7\u56fd\u9645\u4f1a\u8bae ICLR \u6770\u51fa\u8bba\u6587\u5956\u3001\u5434\u6587\u4fca\u4f18\u79c0\u9752\u5e74\u5956\u3001\u5434\u6587\u4fca\u4eba\u5de5\u667a\u80fd\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u3001\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f18\u79c0\u535a\u58eb\u8bba\u6587\u7b49\uff0c\u4e3b\u6301\u56fd\u5bb6\u81ea\u7136\u57fa\u91d1\u91cd\u5927\u7814\u7a76\u8ba1\u5212\u57f9\u80b2\u9879\u76ee\u3001\u9762\u4e0a\u9879\u76ee\u7b49\u3002\u62c5\u4efb IEEE TPAMI \u7f16\u59d4\u3001\u8f6f\u4ef6\u5b66\u62a5\u7f16\u59d4\u548c ICLR\u3001NeurIPS \u7b49\u56fd\u9645\u4f1a\u8bae\u7684\u9886\u57df\u4e3b\u5e2d\u3002<\/p>\n

\u5206\u4eab\u6458\u8981<\/strong>\uff1a\u672c\u6b21\u62a5\u544a\u805a\u7126\u4e00\u4e2a\u95ee\u9898\uff1a\u81ea\u56de\u5f52\u662f\u5426\u662f\u901a\u5411\u5f53\u524d\u4e43\u81f3\u66f4\u9ad8\u6c34\u5e73\u7684\u751f\u6210\u5f0f\u667a\u80fd\u7684\u552f\u4e00\u8303\u5f0f\uff1f\u672c\u6b21\u62a5\u544a\u9996\u5148\u4ece\u7edf\u4e00\u6982\u7387\u5efa\u6a21\u7684\u89c6\u89d2\u603b\u7ed3\u5f53\u524d\u57fa\u7840\u751f\u6210\u6a21\u578b\u7684\u53d1\u5c55\uff0c\u5e76\u4ece\u8fd9\u4e2a\u89c6\u89d2\u51fa\u53d1\u6307\u51fa\u5927\u8bed\u8a00\u6a21\u578b\u7684\u6027\u8d28\uff08\u5982\u53ef\u6269\u5c55\u6027\u3001\u6307\u4ee4\u8ffd\u968f\u3001\u60c5\u666f\u5b66\u4e60\u3001\u5bf9\u8bdd\u3001\u65e0\u635f\u538b\u7f29\uff09\u4e3b\u8981\u6765\u81ea\u4e8e\u751f\u6210\u5f0f\u51c6\u5219\uff0c\u800c\u975e\u81ea\u56de\u5f52\u5efa\u6a21\u72ec\u6709\u3002\u57fa\u4e8e\u8fd9\u4e9b\u6d1e\u5bdf\uff0c\u672c\u6b21\u62a5\u544a\u57fa\u4e8e\u63a9\u7801\u7684\u6269\u6563\u8bed\u8a00\u6a21\u578b\u7684\u6280\u672f\u8def\u7ebf\uff0c\u5305\u62ec\u57fa\u7840\u7406\u8bba\u548c\u6269\u5c55\u5b9a\u5f8b\u3002\u6700\u7ec8\uff0c\u57fa\u4e8e\u524d\u671f\u6210\u679c\uff0c\u8bad\u7ec3 8B \u6269\u6563\u5927\u8bed\u8a00\u6a21\u578b LLaDA\uff08Large Language Diffusion with mAsking\uff09\u3002\u5728 20 \u591a\u4e2a\u8bed\u8a00\u3001\u4ee3\u7801\u3001\u6570\u5b66\u7b49\u8bc4\u6d4b\u96c6\u4e0a\uff0cLLaDA 8B \u5168\u9762\u8d85\u8fc7 LLaMA 2\uff0c\u5bf9\u6807 LLaMA 3\u3002\u5e76\u4e14 LLaDA \u901a\u8fc7\u975e\u81ea\u56de\u5f52\u7684\u65b9\u5f0f\uff0c\u5c55\u793a\u4e86\u4ee4\u4eba\u60ca\u8bb6\u7684\u53ef\u6269\u5c55\u6027\u548c\u591a\u8f6e\u5bf9\u8bdd\u80fd\u529b\u3002\u8fd9\u4e9b\u7ed3\u679c\u4e0d\u4ec5\u6311\u6218\u4e86\u81ea\u56de\u5f52\u7684\u5730\u4f4d\uff0c\u66f4\u52a0\u6df1\u4e86\u6211\u4eec\u5bf9\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u7406\u89e3\u3002<\/p>\n

Poster<\/strong><\/p>\n

\u5728\u672c\u6b21\u8bba\u6587\u5206\u4eab\u4f1a\u4e2d\uff0c\u5c06\u4f1a\u6709\u4e00\u6279\u8bba\u6587\u4f5c\u8005\u8fdb\u884c\u8bba\u6587\u5206\u4eab\u4e0e Poster \u5c55\u793a\uff0c\u611f\u5174\u8da3\u7684\u8bfb\u8005\u53ef\u4ee5\u901a\u8fc7\u4e0b\u56fe\u4e86\u89e3\u5177\u4f53\u4fe1\u606f\uff1a<\/p>\n

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\u6b64\u6b21\u8bba\u6587\u5206\u4eab\u4f1a\u4e5f\u5c06\u5728\u673a\u5668\u4e4b\u5fc3\u89c6\u9891\u53f7\u4ee5\u53ca\u9ec4\u5927\u5e74\u8336\u601d\u5c4b\u79d1\u6280\u7f51\u7ad9\u4e24\u4e2a\u5e73\u53f0\u8fdb\u884c\u76f4\u64ad\uff0c\u6b22\u8fce\u5927\u5bb6\u5173\u6ce8\u3001\u9884\u7ea6\u3002<\/a><\/a><\/p>\n

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\u5408\u4f5c\u4f19\u4f34\u4ecb\u7ecd<\/strong><\/p>\n

\u9ec4\u5927\u5e74\u8336\u601d\u5c4b\u79d1\u6280\u7f51\u7ad9<\/strong><\/p>\n

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