{"id":62684,"date":"2025-07-25T17:05:05","date_gmt":"2025-07-25T09:05:05","guid":{"rendered":"https:\/\/swarma.org\/?p=62684"},"modified":"2025-07-25T17:05:05","modified_gmt":"2025-07-25T09:05:05","slug":"%e7%ac%ac%e4%ba%8c%e5%b1%8a%e7%a4%be%e4%bc%9a%e6%99%ba%e8%83%bd%e5%a4%a7%e4%bc%9a%e5%98%89%e5%ae%be%e9%98%b5%e5%ae%b9%e5%8f%8a%e6%97%a5%e7%a8%8b%e5%8f%91%e5%b8%83","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=62684","title":{"rendered":"\u7b2c\u4e8c\u5c4a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a\u5609\u5bbe\u9635\u5bb9\u53ca\u65e5\u7a0b\u53d1\u5e03"},"content":{"rendered":"
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\u4e3a\u63a8\u52a8\u793e\u4f1a\u667a\u80fd\u9886\u57df\u7684\u5b66\u672f\u4ea4\u6d41\u548c\u6280\u672f\u5e94\u7528\uff0c\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u8ba1\u7b97\u793e\u4f1a\u4e0e\u793e\u4f1a\u667a\u80fd\u4e13\u4e1a\u59d4\u5458\u4f1a\u5c06\u4e8e2025\u5e748\u67084\u65e5\u81f36\u65e5\u5728\u5170\u5dde\u4e3e\u529e\u7b2c\u4e8c\u5c4a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a\u3002\u5927\u4f1a\u4ee5\u201c\u667a\u80fd\u9a71\u52a8\u00b7\u793e\u4f1a\u521b\u65b0\uff1a\u590d\u6742\u7cfb\u7edf\u4e0b\u7684\u534f\u540c\u6cbb\u7406\u65b0\u8303\u5f0f\u201d\u4e3a\u4e3b\u9898\uff0c\u56f4\u7ed5\u793e\u4f1a\u667a\u80fd\u7684\u7406\u8bba\u57fa\u7840\u3001\u6838\u5fc3\u7b97\u6cd5\u3001\u4f26\u7406\u89c4\u8303\u4e0e\u4ea7\u4e1a\u5b9e\u8df5\uff0c\u6784\u5efa\u9ad8\u6c34\u5e73\u3001\u591a\u7ef4\u5ea6\u7684\u8de8\u5b66\u79d1\u4ea4\u6d41\u5e73\u53f0\u3002<\/span><\/p>\n

\u672c\u6b21\u4f1a\u8bae\u7531\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u8ba1\u7b97\u793e\u4f1a\u4e0e\u793e\u4f1a\u667a\u80fd\u4e13\u4e1a\u59d4\u5458\u4f1a\u4e3b\u529e\uff0c\u5170\u5dde\u7406\u5de5\u5927\u5b66\u3001\u5170\u5dde\u5927\u5b66\u3001\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u8054\u5408\u627f\u529e\uff0c<\/span>\u56fd\u9645\u81ea\u52a8\u63a7\u5236\u8054\u5408\u4f1aIFAC TC9.1\u534f\u529e\u3002<\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n

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\u56fd\u9645\u81ea\u52a8\u63a7\u5236\u8054\u5408\u4f1aIFAC TC9.1<\/span><\/span><\/p>\n


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\u8d75\u7acb\u9999  <\/span><\/span><\/span><\/span>\u5170\u5dde\u7406\u5de5\u5927\u5b66\u515a\u59d4\u4e66\u8bb0<\/span><\/span><\/span><\/p>\n


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\u5f20   \u901a  \u534e\u5357\u7406\u5de5\u5927\u5b66<\/span><\/span><\/p>\n

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\u5206\u8bba\u575b\u4e3b\u5e2d<\/span>\uff08\u6309\u59d3\u540d\u5b57\u6bcd\u987a\u5e8f\uff09<\/span><\/span><\/strong><\/span><\/p>\n

\u767d   \u4eae  \u5c71\u897f\u5927\u5b66<\/span><\/span>
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\u6b66   \u5f3a  \u5170\u5dde\u5927\u5b66<\/span><\/span><\/p>\n

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\u4e25   \u94a2  \u540c\u6d4e\u5927\u5b66<\/span><\/span><\/p>\n

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\u6885\u6587\u4fca  \u5317\u4eac\u5927\u5b66<\/span><\/span><\/p>\n

\u5f20   \u5029  \u96c6\u667a\u5b66\u56ed\uff08\u5317\u4eac\uff09\u79d1\u6280\u6709\u9650\u516c\u53f8<\/span><\/span><\/p>\n


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\u4e09 \u5927\u4f1a\u62a5\u544a\u4eba\u4ecb\u7ecd<\/span><\/strong>\uff08\u6309\u62a5\u544a\u987a\u5e8f\uff09<\/span> \u2726<\/span><\/strong><\/p>\n<\/section>\n

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\u62a5\u544a\u4eba\uff1a\u738b\u9707<\/span><\/strong><\/p>\n

\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u897f\u5317\u5de5\u4e1a\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u9662\u957f\uff0cElected Member of Academia Europaea\/The Academy of Europe (AE), European Academy of Sciences and Arts (EASA)<\/span>, <\/span>IEEE\/IOP\/AAIA Fellow<\/span>, <\/span>\u5168\u7403\u9ad8\u88ab\u5f15\u79d1\u5b66\u5bb6\uff0c\u56fd\u5bb6\u6770\u9752\uff0c\u56fd\u5bb6\u7ea7\u79d1\u6280\u521b\u65b0\u56e2\u961f\u9996\u5e2d\u79d1\u5b66\u5bb6\u3002\u4e3b\u8981\u4ece\u4e8b\u4eba\u5de5\u667a\u80fd\u3001\u7f51\u7edc\u7a7a\u95f4\u667a\u80fd\u5bf9\u6297\u3001\u667a\u80fd\u65e0\u4eba\u7cfb\u7edf\u7684\u57fa\u7840\u548c\u5e94\u7528\u7814\u7a76\uff0c\u7814\u5236\u7684\u7cfb\u7edf\u5e94\u7528\u4e8e\u591a\u9879\u578b\u53f7\u548c\u91cd\u5927\u4efb\u52a1\u3002\u5728Nature Communications\u3001PNAS\u3001PRL\u3001Science Advances\u3001IEEE\u6c47\u520a\u3001WWW\u3001AAAI\u3001IJCAI\u7b49\u53d1\u8868\u7cfb\u5217\u6210\u679c\uff0cWoS\u5f15\u75282\u4e07\u4f59\u6b21\u3002\u83b7\u79d1\u5b66\u63a2\u7d22\u5956\u3001\u5168\u56fd\u521b\u65b0\u4e89\u5148\u5956\u7ae0\u3001\u4e2d\u56fd\u9752\u5e74\u4e94\u56db\u5956\u7ae0\u3001\u5168\u56fd\u4e94\u4e00\u52b3\u52a8\u5956\u7ae0\u3001\u9996\u5c4aMIT-TR 35, China (\u897f\u90e8\u552f\u4e00)\u3001\u6559\u80b2\u90e8\u3001\u9655\u897f\u7701\u3001\u4e2d\u56fd\u822a\u7a7a\u5b66\u4f1a\u3001\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u79d1\u5b66\u6280\u672f\u5956\u4e00\u7b49\u5956\u7b49\u3002<\/span><\/p>\n


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\u62a5\u544a\u4eba\uff1a\u674e\u52c7<\/span><\/strong><\/p>\n

\u6e05\u534e\u5927\u5b66\u7535\u5b50\u5de5\u7a0b\u7cfb\u957f\u8058\u6559\u6388\u3001\u57ce\u5e02\u79d1\u5b66\u4e0e\u8ba1\u7b97\u7814\u7a76\u4e2d\u5fc3\u8d1f\u8d23\u4eba\uff0c\u6559\u80b2\u90e8\u957f\u6c5f\u5b66\u8005\u3002\u56f4\u7ed5\u667a\u6167\u57ce\u5e02\u3001\u590d\u6742\u7cfb\u7edf\u3001\u4fe1\u606f\u68c0\u7d22\u7b49\u65b9\u5411\uff0c\u627f\u62c5\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u9879\u76ee\u3001\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u91cd\u70b9\u9879\u76ee\u7b4920\u4f59\u9879\uff0c\u5f00\u5c55\u4eba\u5de5\u667a\u80fd\u4e0e\u57ce\u5e02\u79d1\u5b66\u7684\u524d\u6cbf\u4ea4\u53c9\u7814\u7a76\uff0c\u7814\u7a76\u6210\u679c\u53d1\u8868\u4e8eNature Computational Science\u3001Nature Machine Intelligence\u3001Nature Cities\u3001Nature Human Behaviour\u7b49\u7efc\u5408\u6027\u671f\u520a\uff0c\u5728ACM KDD\u3001NeurIPS\u3001ICLR\u3001WWW\u7b49CCF A\u7c7b\u4f1a\u8bae\u671f\u520a\u53d1\u8868\u5b66\u672f\u8bba\u6587100\u4f59\u7bc7\uff0c\u5f15\u752826000\u6b21\uff0c\u6388\u6743\u4e13\u522950\u4f59\u9879\u3002\u5165\u9009\u5168\u7403\u201c\u9ad8\u88ab\u5f15\u79d1\u5b66\u5bb6\u201d\u3001\u56fd\u5bb6\u201c\u4e07\u4eba\u8ba1\u5212\u201d\u9752\u5e74\u62d4\u5c16\u4eba\u624d\u8ba1\u5212\uff0c\u83b7\u6559\u80b2\u90e8\u79d1\u6280\u8fdb\u6b65\u4e00\u7b49\u5956\u3001\u6e56\u5317\u7701\u6280\u672f\u53d1\u660e\u4e00\u7b49\u5956\u3001\u7535\u5b50\u5b66\u4f1a\u79d1\u6280\u8fdb\u6b65\u4e00\u7b49\u5956\u3001IEEE ComSoc\u4e9a\u592a\u533a\u6770\u51fa\u9752\u5e74\u5b66\u8005\u5956\u3001\u5434\u6587\u4fca\u4eba\u5de5\u667a\u80fd\u4f18\u79c0\u9752\u5e74\u5956\u7b49\u3002<\/span><\/p>\n


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\u62a5\u544a\u4eba\uff1a\u8fde\u5fb7\u5bcc<\/span><\/strong><\/p>\n

\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u526f\u9662\u957f\uff0c\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u56fd\u5bb6\u4f18\u9752\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u5927\u6a21\u578b\u68c0\u7d22\u589e\u5f3a\u3001\u5927\u6a21\u578b\u667a\u80fd\u4f53\u3001\u53ef\u4fe1\u4eba\u5de5\u667a\u80fd\u3001\u63a8\u8350\u7cfb\u7edf\u3001\u65f6\u5e8f\u5927\u6a21\u578b\u7b49\uff0c\u7814\u53d1\u4e86\u6a21\u5757\u5316\u63a8\u8350\u7cfb\u7edfRecStudio\u3001\u641c\u63a8\u5e7f\u8bad\u63a8\u4e00\u4f53\u5316\u7cfb\u7edfNexus\u3001 \u901a\u7528\u8868\u5f81\u7cfb\u5217\u6a21\u578b\uff08M3\u7b49\uff09\u3001GPU\u539f\u751f\u5411\u91cf\u68c0\u7d22\u7cfb\u7edfRotlex\u3001\u63a8\u8350\u667a\u80fd\u4f53RecAgent\u3001\u5de5\u5177\u8c03\u7528\u6a21\u578bToolACE\u7b49\uff0c\u4e3b\u6301\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u4f18\u79c0\u9752\u5e74\u79d1\u5b66\u57fa\u91d1\u3001\u533a\u57df\u8054\u5408\u91cd\u70b9\u3001\u91cd\u5927\u57f9\u80b2\u3001\u9762\u4e0a\u9879\u76ee\uff0c\u79d1\u6280\u90e8\u79d1\u6280\u521b\u65b02030\u91cd\u5927\u9879\u76ee\u8bfe\u9898\u7b49\u3002\u4ed6\u5728KDD\u3001ICML\u3001TPAMI\u3001TKDE\u7b49CCF-A\u7c7b\u4f1a\u8bae\u548c\u671f\u520a\u53d1\u8868\u8bba\u6587100\u4f59\u7bc7\uff0c\u66fe\u83b7\u5f972024\u4e2d\u56fd\u7535\u5b50\u5b66\u4f1a\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u30012023\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u3002<\/span><\/p>\n


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\u62a5\u544a\u4eba\uff1a\u6797\u4f1f<\/span><\/strong><\/p>\n

\u590d\u65e6\u5927\u5b66\u7279\u8058\u6559\u6388\uff0c\u535a\u5bfc\uff0c\u4e0a\u6d77\u6570\u5b66\u4e2d\u5fc3\u8c37\u8d85\u8c6a\u7814\u7a76\u6240\u53cc\u8058\u6559\u6388\u3001\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u9886\u519b\u79d1\u5b66\u5bb6\u3002\u81f4\u529b\u4e8e\u751f\u7269\u6570\u5b66\u3001\u590d\u6742\u7cfb\u7edf\u7406\u8bba\u3001\u4eba\u5de5\u667a\u80fd\u6570\u5b66\u7406\u8bba\u7814\u7a76\u53ca\u4ea4\u53c9\u5e94\u7528\u3002\u66fe\u83b7\u9009\u6570\u5b66\u5b66\u79d1\u56fd\u5bb6\u6770\u51fa\u9752\u5e74\u57fa\u91d1\u3001\u4f18\u79c0\u9752\u5e74\u57fa\u91d1\u3001\u56fd\u5bb6\u91cd\u70b9\u7814\u53d1\u8ba1\u5212\u91cd\u70b9\u9879\u76ee\u9996\u5e2d\u3001\u6559\u80b2\u90e8\u65b0\u4e16\u7eaa\u4eba\u624d\u8ba1\u5212\u3001\u4e0a\u6d77\u5e02\u542f\u660e\u661f(\u8ddf\u8e2a)\u548c\u66d9\u5149\u5b66\u8005\u3002\u73b0\/\u66fe\u4efb IEEE\u9ad8\u7ea7\u4f1a\u5458\u3001\u4e2d\u56fd\u6570\u5b66\u4f1a\u751f\u7269\u6570\u5b66\u4e13\u59d4\u4f1a\u526f\u4e3b\u4efb\u3001CSIAM\u6570\u5b66\u751f\u547d\u79d1\u5b66\u4e13\u59d4\u4f1a\u526f\u4e3b\u4efb\u3001\u4e0a\u6d77\u5e02\u975e\u7ebf\u6027\u79d1\u5b66\u7814\u7a76\u4f1a\u526f\u7406\u4e8b\u957f\u3001\u79d8\u4e66\u957f\u7b49\u3002\u83b7ICCM\u6700\u4f73\u8bba\u6587\u5956\u3001V. Afraimovich \u5956\uff08\u56fd\u9645\u975e\u7ebf\u6027\u79d1\u5b66\u4e0e\u590d\u6742\u6027\u5927\u4f1a\u6388\u4e88\u975e\u7ebf\u6027\u7269\u7406\u79d1\u5b66\u9886\u57df\u7684\u6770\u51fa\u9752\u5e74\u5b66\u8005\uff09\u3001\u6559\u80b2\u90e8\u970d\u82f1\u4e1c\u57fa\u91d1\u4f1a\u9752\u5e74\u6559\u5e08\u4e8c\u7b49\u5956\u3001Elsevier\u96c6\u56e2\u201c\u901a\u7528\u5de5\u7a0b\u201d\u9886\u57df\u4e2d\u56fd\u9ad8\u88ab\u5f15\u5b66\u8005\u3001\u4e0a\u6d77\u5e02\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u3001\u5b9d\u94a2\u57fa\u91d1\u4f1a\u4f18\u79c0\u6559\u5e08\u5956\u7b49\u3002<\/span><\/p>\n


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\u62a5\u544a\u4eba\uff1a\u8c22\u5e78<\/span><\/strong><\/p>\n

\u8c22\u5e78\u535a\u58eb\u4e8e2001\u5e74\u52a0\u5165\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u73b0\u4efb\u5168\u7403\u7814\u7a76\u5408\u4f19\u4eba\uff0c\u4e3b\u8981\u4ece\u4e8b\u6570\u636e\u6316\u6398\u3001\u793e\u4f1a\u8ba1\u7b97\u4e0e\u8d1f\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u65b9\u5411\u7684\u7814\u7a76\u5de5\u4f5c\u3002\u4ed6\u591a\u6b21\u83b7\u5f97ACM SIGSPATIAL\u3001ACM SIGKDD \u548c IEEE MDM \u7b49\u4f1a\u8bae\u201c\u65f6\u95f4\u68c0\u9a8c\u8bba\u6587\u5956\u201d\uff0c\u5e76\u8363\u83b7\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\u4ee5\u53ca\u5317\u4eac\u5e02\u52b3\u52a8\u6a21\u8303\u79f0\u53f7\u3002\u8c22\u5e78\u535a\u58eb\u591a\u6b21\u53d7\u9080\u5728\u56fd\u9645\u4f1a\u8bae\u4e0a\u62c5\u4efb\u5927\u4f1a\u4e3b\u9898\u62a5\u544a\u4eba\uff0c\u5e76\u66fe\u62c5\u4efbACM SIGSPATIAL\u3001IEEE MDM\u3001PAKDD \u7b49\u591a\u4e2a\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u5171\u540c\u4e3b\u5e2d\u3002\u4ed6\u662fACM\u3001IEEE \u548c\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f1a\u58eb\u3002<\/span><\/p>\n


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\u62a5\u544a\u4eba\uff1a\u5f90\u6e90<\/span><\/strong><\/p>\n

\u5317\u4eac\u7406\u5de5\u5927\u5b66\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3001\u4e13\u4e1a\u5b66\u4f4d\u8d23\u4efb\u6559\u6388\uff0c\u56fd\u5bb6\u7ea7\u9752\u5e74\u4eba\u624d\u3002\u6bd5\u4e1a\u4e8e\u6e05\u534e\u5927\u5b66\uff0c\u79d1\u6280\u54f2\u5b66\u535a\u58eb\u3001\u79d1\u6280\u653f\u7b56\u535a\u58eb\u540e\uff0c\u8fd1\u5e74\u6765\u4e3b\u8981\u5de5\u4f5c\u96c6\u4e2d\u5728\u590d\u6742\u7cfb\u7edf\u79d1\u5b66\u54f2\u5b66\u3001\u4eba\u5de5\u667a\u80fd\u54f2\u5b66\u548c\u4f26\u7406\u5b66\u7814\u7a76\u3002\u62c5\u4efb\u4e2d\u56fd\u81ea\u7136\u8fa9\u8bc1\u6cd5\u7814\u7a76\u4f1a\u601d\u7ef4\u79d1\u5b66\u4e0e\u8ba4\u77e5\u54f2\u5b66\u4e13\u59d4\u4f1a\u526f\u79d8\u4e66\u957f\u3001\u79d1\u6280\u98ce\u9669\u6cbb\u7406\u4e0e\u4eba\u7c7b\u5b89\u5168\u4e13\u59d4\u4f1a\u7406\u4e8b\uff0c\u4e2d\u56fd\u5fc3\u7406\u5b66\u4f1a\u795e\u7ecf\u5fc3\u7406\u5b66\u5206\u4f1a\u59d4\u5458\uff0c\u4e2d\u56fd\u7cfb\u7edf\u79d1\u5b66\u7814\u7a76\u4f1a\u4f1a\u5458\u3002\u4e3b\u6301\u56fd\u5bb6\u793e\u79d1\u57fa\u91d1\u91cd\u5927\u9879\u76ee\u3001\u5317\u4eac\u5e02\u793e\u79d1\u57fa\u91d1\u7b49\u56fd\u5bb6\u3001\u7701\u90e8\u7ea7\u4ee5\u4e0a\u91cd\u8981\u79d1\u7814\u9879\u76ee20\u4f59\u9879\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u4eba\u5de5\u667a\u80fd\u4e0e\u6559\u80b2\u7814\u7a76\u3001\u8ba4\u77e5\u4e0e\u667a\u80fd\u4f20\u64ad\u3001\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u4e0e\u6cbb\u7406\u7b49\u3002<\/span><\/p>\n


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\u62a5\u544a\u4eba\uff1a\u859b\u9704<\/span><\/strong><\/span><\/p>\n

\u5929\u6d25\u5927\u5b66\u667a\u80fd\u4e0e\u8ba1\u7b97\u5b66\u90e8\u6559\u6388\u3001\u535a\u5bfc\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u670d\u52a1\u8ba1\u7b97\u3001\u8ba1\u7b97\u5b9e\u9a8c\u3001AI Agent\u3001\u7fa4\u4f53\u667a\u80fd\u3002\u5de5\u4f5c\u4ee5\u6765\uff0c\u5148\u540e\u83b7\u5f97\u7b2c\u516b\u5c4a\u6768\u5609\u5880\u79d1\u6280\u5956\uff0c2023\u5e74\u5ea6IFAC \u793e\u4f1a\u8ba1\u7b97\u6770\u51fa\u6210\u5c31\u5956\uff0c2023\u5e74 CCF\u670d\u52a1\u8ba1\u7b97\u6770\u51fa\u6210\u5c31\u5956\uff0c\u7701\u79d1\u6280\u521b\u65b0\u6770\u51fa\u9752\u5e74\uff08\u7701\u6770\u9752\uff09, \u7701\u9ad8\u6821\u79d1\u6280\u521b\u65b0\u4eba\u624d\uff0c\u7701\u9ad8\u6821\u9752\u5e74\u9aa8\u5e72\u6559\u5e08\uff0c\u7701\u5b66\u672f\u5e26\u5934\u4eba\u7b49\u8363\u8a89\u79f0\u53f7\u3002\u76ee\u524d\u517c\u4efb\u5929\u6d25\u5e02\u5065\u5eb7\u4eba\u5c45\u73af\u5883\u4e0e\u667a\u6167\u6280\u672f\u91cd\u70b9\u5b9e\u9a8c\u5ba4\u526f\u4e3b\u4efb\u3001\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u8ba1\u7b97\u793e\u4f1a\u4e0e\u793e\u4f1a\u667a\u80fd\u4e13\u59d4\u4f1a\u526f\u4e3b\u4efb\u3001IEEE Transactions on Intelligent Vehicles \u7f16\u59d4\u3001International Journal of Crowd Science \u7f16\u59d4\u3001Complex System Modeling and Simulation\u9752\u5e74\u7f16\u59d4\u3002\u51fa\u7248\u8457\u4f5c\u300a\u590d\u6742\u7cfb\u7edf\u7684\u8ba1\u7b97\u5b9e\u9a8c\u65b9\u6cd5\u300b\uff0c\u662f\u56fd\u5185\u7b2c\u4e00\u672c\u5bf9\u8ba1\u7b97\u5b9e\u9a8c\u65b9\u6cd5\u8fdb\u884c\u7cfb\u7edf\u5316\u68b3\u7406\u7684\u4e13\u8457\u3002<\/span><\/span><\/p>\n


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<\/section>\n<\/section>\n
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\u62a5\u544a\u4eba\uff1a\u767d\u4eae<\/span><\/strong><\/p>\n

\u5c71\u897f\u5927\u5b66\u667a\u80fd\u4fe1\u606f\u5904\u7406\u7814\u7a76\u6240\u6240\u957f\uff0c\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u56fd\u5bb6\u4f18\u79c0\u9752\u5e74\u57fa\u91d1\u83b7\u5f97\u8005\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u673a\u5668\u5b66\u4e60\u4e0e\u805a\u7c7b\u5206\u6790\uff0c\u76f8\u5173\u7814\u7a76\u6210\u679c\u53d1\u8868\u5728AI\u3001IEEE TPAMI\u3001IEEE TKDE\u3001DMKD\u3001ICML\u3001KDD\u3001AAAI\u7b49\u56fd\u9645\u91cd\u8981\u5b66\u672f\u671f\u520a\u548c\u4f1a\u8bae\uff0c\u4e3b\u6301\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u91cd\u70b9\u9879\u76ee\u3001\u79d1\u6280\u90e8\u65b0\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u91cd\u5927\u9879\u76ee\u8bfe\u9898\u7b49\uff0c\u535a\u58eb\u8bba\u6587\u83b7\u5f97\u4e86\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5b66\u4f1a\u4f18\u79c0\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u5956\uff0c\u4f5c\u4e3a\u4e3b\u8981\u5b8c\u6210\u4eba2\u6b21\u83b7\u5f97\u5c71\u897f\u7701\u79d1\u5b66\u6280\u672f\u5956\uff08\u81ea\u7136\u79d1\u5b66\u7c7b\uff09\u4e00\u7b49\u5956\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n<\/section>\n

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

\u62a5\u544a\u4eba\uff1a\u6768\u6d0b<\/span><\/strong><\/p>\n

\u535a\u58eb\uff0c\u6d59\u6c5f\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u5b66\u9662\u6559\u6388\uff0c\u4eba\u5de5\u667a\u80fd\u7cfb\u4e3b\u4efb\uff0c\u56fd\u5bb6\u4f18\u79c0\u9752\u5e74\u79d1\u5b66\u57fa\u91d1\u83b7\u5f97\u8005\u30022016\u5e74\u6bd5\u4e1a\u4e8e\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u7cfb\uff0c\u5e08\u4ece\u5510\u6770\u6559\u6388\u548c\u674e\u6d93\u5b50\u6559\u6388\u3002\u83b7\u4eba\u5de5\u667a\u80fd\u9876\u4f1aAAAI 2023\u6770\u51fa\u8bba\u6587\u5956\u3001\u4e2d\u56fd\u7535\u5b50\u5b66\u4f1a\u4f18\u79c0\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u63d0\u540d\u5956\u3001\u6e05\u534e\u5927\u5b66\u4f18\u79c0\u535a\u58eb\u6bd5\u4e1a\u8bba\u6587\u3001\u5317\u4eac\u5e02\u4f18\u79c0\u535a\u58eb\u6bd5\u4e1a\u751f\u7b49\u8363\u8a89\u30022012\u5e74\u8bbf\u95ee\u7f8e\u56fd\u5eb7\u5948\u5c14\u5927\u5b66\uff0c\u4e0e\u56fe\u7075\u5956\u5f97\u4e3bJohn Hopcroft\u6559\u6388\u5408\u4f5c\uff0c2013\u5e74\u8bbf\u95ee\u6bd4\u5229\u65f6\u9c81\u6c76\u5927\u5b66\uff0c\u4e0eMarie-Francine Moens\u6559\u6388\u5408\u4f5c\u3002\u4e3b\u8981\u7814\u7a76\u5927\u89c4\u6a21\u56fe\u6570\u636e\u53ca\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e0a\u7684\u4eba\u5de5\u667a\u80fd\u95ee\u9898\u3002\u5728NeurIPS\u3001KDD\u3001WWW\u3001AAAI\u3001TKDE\u7b49\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u671f\u520a\/\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u658760\u4f59\u7bc7\u3002\u62c5\u4efb\u56fd\u9645\u6743\u5a01\u671f\u520aIEEE Transactions on Big Data\u7f16\u59d4\u3001\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u793e\u4f1a\u5a92\u4f53\u5904\u7406\u4e13\u59d4\u4f1a\u5e38\u59d4\uff0c\u5e38\u5e74\u62c5\u4efbKDD\u3001WWW\u3001AAAI\u3001WSDM\u3001CIKM\u7b49\u56fd\u9645\u5b66\u672f\u4f1a\u8bae\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\u3002<\/span><\/span><\/p>\n


<\/span><\/span><\/p>\n<\/section>\n

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

\u62a5\u544a\u4eba\uff1a\u9b4f\u5fe0\u94b0<\/span><\/strong><\/span><\/p>\n

\u590d\u65e6\u5927\u5b66\u5927\u6570\u636e\u5b66\u9662\u526f\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3001\u6570\u636e\u667a\u80fd\u4e0e\u793e\u4f1a\u8ba1\u7b97\uff08Fudan DISC\uff09\u8bfe\u9898\u7ec4\u8d1f\u8d23\u4eba\uff0c\u4e0a\u6d77\u521b\u667a\u5b66\u9662\u5168\u65f6\u5bfc\u5e08\uff0c\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u535a\u58eb\u3002\u4e3b\u8981\u7814\u7a76\u9886\u57df\u5305\u62ec\u591a\u6a21\u6001\u5927\u6a21\u578b\u548c\u793e\u4f1a\u6a21\u62df\uff0c\u5728ICML\u3001ICLR\u3001ACL\u7b49\u56fd\u9645\u671f\u520a\u4f1a\u8bae\u53d1\u8868\u5b66\u672f\u8bba\u6587100\u4f59\u7bc7\uff0c\u4ee3\u8868\u6210\u679c\u5305\u62ec\u56fe\u6587\u6df7\u5408\u7684\u591a\u6b65\u63a8\u7406\u5927\u6a21\u578bVolcano\u548c\u56fd\u5185\u9996\u4e2a\u5f00\u6e90\u793e\u4f1a\u5a92\u4f53\u4eff\u771f\u6846\u67b6HISim\u3002\u62c5\u4efbACL 2023\uff0cEMNLP 2024\uff0cNAACL 2025\u548cAACL 2025\u9ad8\u7ea7\u9886\u57df\u4e3b\u5e2d\uff08SAC\uff09\uff0c\u62c5\u4efbYSSNLP 2019\uff0cCCAC 2023\u548cNLPCC 2024\u7a0b\u5e8f\u59d4\u5458\u4f1a\u4e3b\u5e2d\u3002\u62c5\u4efbCIPS\u60c5\u611f\u8ba1\u7b97\u4e13\u59d4\u4f1a\u79d8\u4e66\u957f\uff0cCCF \u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e13\u59d4\u4f1a\u526f\u79d8\u4e66\u957f\uff0c\u66fe\u4efbCIPS\u9752\u5de5\u59d4\u6267\u59d4\u4f1a\u526f\u4e3b\u4efb\uff0c\u83b7\u5f97CIPS\u793e\u4f1a\u5a92\u4f53\u5904\u7406\u4e13\u59d4\u4f1a\u65b0\u9510\u5956\uff0c\u4e0a\u6d77\u5e02\u542f\u660e\u661f\u8ba1\u5212\uff0cCCF\u81ea\u7136\u8bed\u8a00\u5904\u7406\u4e13\u59d4\u4f1a\u65b0\u9510\u5b66\u8005\u5956\uff0c\u4e0a\u6d77\u5e02\u9752\u5e74\u6559\u5e08\u6559\u5b66\u6bd4\u8d5b\u4f18\u79c0\u5956\uff0c\u5165\u9009\u201cAI100 \u9752\u5e74\u5148\u950b\u201d\u699c\u5355\u3002<\/span><\/span><\/p>\n


<\/span><\/p>\n<\/section>\n


<\/span><\/p>\n

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

\u56db \u4f1a\u8bae\u6ce8\u518c \u2726<\/span><\/strong><\/p>\n<\/section>\n

\n
\n

  CSSI  <\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/span><\/p>\n

\u4f1a\u8bae\u6ce8\u518c\u8d39\uff1a<\/span><\/strong><\/p>\n

\n


<\/span><\/p>\n<\/section>\n

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


<\/span><\/p>\n<\/section>\n

\n

\u6ce8\uff1a\u5927\u4f1a\u63d0\u4f9b\u4f1a\u8bae\u671f\u95f4\u76f8\u5173\u9910\u996e\u53ca\u5927\u5df4\u63a5\u9a73\uff08\u9152\u5e97\u2014\u4f1a\u573a\uff09\uff0c\u5dee\u65c5\u548c\u4f4f\u5bbf\u8d39\u7528\u81ea\u7406\u3002<\/span><\/p>\n


<\/span><\/p>\n

\u4f1a\u8bae\u6ce8\u518c\u65b9\u5f0f\uff1a<\/span><\/strong><\/p>\n


<\/span><\/p>\n

\u2460 \u6ce8\u518c\u6210\u4e3a\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u4f1a\u5458\u5e76\u7f34\u7eb3\u81f3\u5c11\u4e00\u5e74\u4f1a\u5458\u8d39\uff0c\u7acb\u4eab\u672c\u6b21\u4f1a\u8bae\u6ce8\u518c\u4f18\u60e0300\u5143\uff01<\/span><\/p>\n<\/section>\n

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

\u6ce8\u518c\u4f1a\u5458\u540e\uff0c\u9700\u8981\u5b8c\u5584\u4e2a\u4eba\u4fe1\u606f\uff0c\u5728[\u53c2\u52a0\u4e13\u59d4\u4f1a\u540d\u79f0]\u4e2d\uff0c\u4e00\u5b9a\u8bb0\u5f97\u6dfb\u52a0\u201c\u8ba1\u7b97\u793e\u4f1a\u4e0e\u793e\u4f1a\u667a\u80fd\u4e13\u59d4\u4f1a\u201d\uff01<\/span><\/span><\/p>\n<\/section>\n

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


<\/span><\/span><\/p>\n

\u2461 \u6ce8\u518c\u7b2c\u4e8c\u5c4a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a<\/span><\/p>\n<\/section>\n

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


<\/span><\/p>\n

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

\u4e94 \u4f1a\u8bae\u9152\u5e97\u53ca\u9884\u8ba2 \u2726<\/span><\/strong><\/p>\n<\/section>\n

\n
\n

  CSSI  <\/span><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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


<\/span><\/p>\n

\u4f1a\u8bae\u534f\u8bae\u9152\u5e97\uff1a\u5170\u5dde\u5965\u4f53\u5982\u610f\u534e\u73ba\u9152\u5e97<\/span><\/strong><\/span><\/p>\n

\u5170\u5dde\u5e02\u4e03\u91cc\u6cb3\u533a \u5927\u6ee9\u4e2d\u8def13\u53f7<\/span><\/span><\/p>\n


<\/span><\/p>\n

8\u670802\u65e5-08\u65e5<\/span><\/span><\/p>\n

\u5927\u5e8a\/\u53cc\u5e8a  <\/span> <\/span>470\u5143<\/span><\/strong><\/span>\/\u95f4\u665a \u53cc\u65e9<\/span><\/span><\/p>\n

\uff08\u5e02\u573a\u53c2\u8003\u4ef7\uff1a750\u5143\/\u95f4\u665a\uff09<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u623f\u95f4\u9884\u8ba2\u65b9\u5f0f\uff1a<\/span><\/span><\/strong><\/p>\n

\u8054\u7cfb\u9152\u5e97\u7ecf\u7406\u81ea\u884c\u9884\u8ba2\uff0c\u62a5\u4f1a\u8bae\u540d\u79f0\u3010\u793e\u4f1a\u667a\u80fd\u5927\u4f1a\u3011\u5373\u53ef\u4eab\u534f\u8bae\u4ef7<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u9884\u8ba2\u7535\u8bdd\uff1a<\/span><\/strong>\u71d5\u4e3d\u6587 13893170831<\/span><\/strong><\/span><\/p>\n

\uff08\u9884\u8ba2\u65f6\u95f49:00-18:00\uff09<\/span><\/span><\/p>\n


<\/span><\/p>\n

\u7279\u522b\u63d0\u9192\uff1a<\/span><\/span><\/strong>8\u6708\u4e3a\u5170\u5dde\u65c5\u6e38\u65fa\u5b63\uff0c\u623f\u95f4\u6570\u91cf\u6709\u9650\uff0c\u5148\u5230\u5148\u5f97<\/span><\/span><\/p>\n


<\/span><\/span><\/p>\n

\n
\n


<\/span><\/span><\/p>\n

\u67e5\u770b\u66f4\u591a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a\u8d44\u8baf\uff1a<\/span><\/span><\/span><\/p>\n

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

\u65e9\u9e1f\u7968\u8fdb\u884c\u65f6 | \u7b2c\u4e8c\u5c4a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a\u6ce8\u518c\u901a\u9053\u5f00\u653e\uff01<\/a><\/span><\/p>\n


<\/span><\/p>\n

2024\u5e74\u9996\u5c4a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a\u98ce\u91c7\uff1a<\/span><\/span><\/span><\/p>\n

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

\u9996\u5c4a\u793e\u4f1a\u667a\u80fd\u5927\u4f1a&\u8bb2\u4e60\u73ed\u6210\u529f\u4e3e\u529e\uff01<\/a><\/span><\/p>\n<\/section>\n<\/section>\n


<\/span><\/p>\n<\/section>\n


<\/span><\/p>\n

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


<\/span><\/p>\n

\u4e2d\u56fd\u81ea\u52a8\u5316\u5b66\u4f1a\u8ba1\u7b97\u793e\u4f1a\u4e0e\u793e\u4f1a\u667a\u80fd\u4e13\u4e1a\u59d4\u5458\u4f1a\uff08\u5ba3\uff09<\/span><\/section>\n

<\/span><\/span><\/span><\/strong><\/span><\/section>\n

<\/span><\/span><\/span><\/strong><\/span><\/section>\n


<\/span><\/p>\n

\n
\n
\n
\n

\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


<\/span><\/span><\/span><\/strong><\/span><\/section>\n

\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u5c71\u4e1c\u5de5\u5546\u5b66\u9662\u526f\u6559\u6388\u9ad8\u5fb7\u534e\u3001\u5929\u6d25\u5927\u5b66\u6559\u6388\u859b\u9704\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u6559\u6388\u5f20\u6c5f\u3001\u56fd\u9632\u79d1\u6280\u5927\u5b66\u535a\u58eb\u7814\u7a76\u751f\u66fe\u5229\u5171\u540c\u53d1\u8d77\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u81ea2025\u5e747\u67088\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u4e8c\u665a\u4e0a7:30-9:30\u8fdb\u884c\uff0c\u9884\u8ba1\u6301\u7eed\u5206\u4eab8\u5468\u5de6\u53f3\u3002\u626b\u7801\u52a0\u5165Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u7684\u524d\u6cbf\u63a2\u7d22\u4e4b\u65c5\uff0c\u4e00\u8d77\u5171\u5b66\u3001\u5171\u521b\u3001\u5171\u5efa\u3001\u5171\u4eab\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u300d\u793e\u533a\uff0c\u5171\u540c\u7545\u60f3\u5927\u6a21\u578b\u65f6\u4ee3\u4eba\u5de5\u793e\u4f1a\u7684\u672a\u6765\u56fe\u666f\uff01<\/span><\/p>\n

\u6838\u5fc3\u95ee\u9898<\/span><\/span><\/p>\n

Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u662f\u4ec0\u4e48\uff0c\u6838\u5fc3\u6280\u672f\u53d1\u751f\u4e86\u600e\u6837\u7684\u6f14\u53d8\uff1f<\/span><\/span><\/section>\n
\u5927\u6a21\u578b\u65f6\u4ee3\uff0cAgent\u5efa\u6a21\u4e0e\u4eff\u771f\u4f1a\u7ed9\u590d\u6742\u7cfb\u7edf\u7406\u8bba\u5e26\u6765\u54ea\u4e9b\u7a81\u7834\uff1f<\/span><\/span><\/section>\n
\u5927\u6a21\u578b\u5982\u4f55\u8d4b\u80fdAgent\u5b9e\u73b0\u81ea\u4e3b\u601d\u8003\u4e0e\u52a8\u6001\u9002\u5e94\uff1f<\/span><\/span><\/section>\n
\u5927\u6a21\u578b\u9a71\u52a8\u7684Agent\u4ea4\u4e92\u4f1a\u6d8c\u73b0\u51fa\u4ec0\u4e48\u65b0\u578b\u7684\u793e\u4f1a\u73b0\u8c61\uff1f<\/span><\/span><\/section>\n
Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u5982\u4f55\u6539\u53d8\u91d1\u878d\u3001\u5fc3\u7406\u3001\u7ba1\u7406\u3001\u519b\u4e8b\u7b49\u9886\u57df\u7684\u7814\u7a76\u8303\u5f0f\uff1f<\/span><\/span><\/section>\n

<\/span><\/section>\n
\u4f60\u5c06\u6536\u83b7<\/span><\/span><\/section>\n
\u68b3\u7406Agent\u5efa\u6a21\u4e0e\u4eff\u771f\u7684\u5386\u53f2\u53d1\u5c55\u8109\u7edc\u4e0e\u65b9\u6cd5\u8bba\uff1b<\/span><\/span><\/section>\n
\u638c\u63e1\u4e00\u5957\u7406\u89e3\u3001\u5206\u6790\u3001\u63a7\u5236\u3001\u9884\u6d4b\u590d\u6742\u7cfb\u7edf\u7684\u8ba1\u7b97\u5b9e\u9a8c\u6846\u67b6\uff1b<\/span><\/span><\/section>\n
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<\/span><\/span><\/section>\n

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