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PCIC\uff08The Pacific Causal Inference Conference\uff0c\u6cdb\u592a\u5e73\u6d0b\u56e0\u679c\u63a8\u65ad\u5927\u4f1a\uff09\u7531\u5317\u4eac\u5927\u5b66\u8bb2\u5e2d\u6559\u6388\u3001\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u751f\u7269\u7edf\u8ba1\u7cfb\u7cfb\u4e3b\u4efb\u3001\u5317\u4eac\u5927\u5b66\u5317\u4eac\u56fd\u9645\u6570\u5b66\u7814\u7a76\u4e2d\u5fc3\u751f\u7269\u7edf\u8ba1\u548c\u4fe1\u606f\u7814\u7a76\u5ba4\u4e3b\u4efb\u5468\u6653\u534e\u7b49\u7ec4\u7ec7\u53d1\u8d77\uff0c\u7531\u5317\u4eac\u5927\u5b66\u3001\u56fd\u9645\u751f\u7269\u7edf\u8ba1\u5b66\u4f1a\u4e2d\u56fd\u5206\u4f1a\u7b49\u673a\u6784\u4e3b\u529e\u3001\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u3001\u534e\u4e3a\u4e91\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u7b49\u673a\u6784\u534f\u529e\u3002<\/span><\/section>\n

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\u8521\u745e\u521d\uff1a<\/span><\/strong>\u5e7f<\/span>\u4e1c\u5de5\u4e1a\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3001DMIR\u5b9e\u9a8c\u5ba4\u4e3b\u4efb\u3001CCF\u9ad8\u7ea7\u4f1a\u5458\u3001IEEE\u4f1a\u5458\u3001ACM\u4f1a\u5458\u3002<\/span>\u5148\u540e\u4e3b\u6301\u56fd\u5bb6\u4f18\u79c0\u9752\u5e74\u57fa\u91d1\u3001\u79d1\u6280\u90e8\u201d\u79d1\u6280\u521b\u65b02030\u201c\u91cd\u5927\u9879\u76ee\u3001\u7701\u6770\u51fa\u9752\u5e74\u57fa\u91d1\u3001\u7701\u7279\u652f\u8ba1\u5212\u3001\u5e7f\u4e1c\u7701\u9ad8\u7b49\u5b66\u6821\u4f18\u79c0\u9752\u5e74\u6559\u5e08\u57f9\u517b\u8ba1\u5212\u3001\u73e0\u6c5f\u79d1\u6280\u65b0\u661f\u7b49\u9879\u76ee\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u56e0\u679c\u63a8\u65ad\u3001\u9ad8\u7ef4\u56e0\u679c\u5173\u7cfb\u53d1\u73b0\u3001\u9690\u53d8\u91cf\u68c0\u6d4b\u3001\u65f6\u5e8f\u56e0\u679c\u5173\u7cfb\u53d1\u73b0\u3001\u6df1\u5ea6\u5b66\u4e60\u793e\u4ea4\u7f51\u7edc\u5927\u6570\u636e\u6316\u6398\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406 \u3001\u533b\u7597\u5927\u6570\u636e\u6316\u6398\u7b49\u7b49\u3002<\/span>\u5728ICML\u3001NIPS\u3001AAAI\u3001IJCAI\u3001SIGMOD \u3001VLDB\u3001SDM\u7b49\u9886\u57df\u91cd\u8981\u4f1a\u8bae\u548cTNNLS\u3001TKDE\u3001NN\u3001PR\u7b49\u56fd\u9645\u8457\u540d\u671f\u520a\u53d1\u8868\u8bba\u6587100\u4f59\u7bc7\u3002<\/span>\u89e3\u51b3\u4e86\u56e0\u679c\u6545\u969c\u5b9a\u4f4d\u3001\u56e0\u679c\u51b3\u7b56\u4f18\u5316\u3001\u56e0\u679c\u4e2a\u6027\u63a8\u8350\u7b49\u5e94\u7528\u96be\u9898\uff1b<\/span>\u83b7\u5f97\u7701\u79d1\u5b66\u6280\u672f\u4e8c\u7b49\u5956\uff08\u7b2c\u56db\u5b8c\u6210\u4eba\uff09\u3001\u7701\u79d1\u5b66\u6280\u672f\u4e00\u7b49\u5956\uff08\u7b2c\u4e09\u5b8c\u6210\u4eba\uff09\u3001\u56fd\u5bb6\u53d1\u660e\u4e13\u5229\u5956\u4f18\u79c0\u5956\uff08\u7b2c\u4e09\u5b8c\u6210\u4eba\uff09\u7b49\u5956\u9879\u3002<\/span><\/h4>\n

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\u8d3e\u91d1\u67f1\uff1a<\/span><\/strong>\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u7814\u7a76\u5458\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\u30022009\u5e741\u6708\u5317\u4eac\u5927\u5b66\u535a\u58eb\u6bd5\u4e1a\u3002<\/span>2009\u5e741\u6708\u81f32010\u5e7412\u6708\uff0cUC Berkeley \u535a\u58eb\u540e\u3002<\/span>2011\u5e741\u6708\u81f32018\u5e741\u6708\u4efb\u804c\u4e8e\u5317\u4eac\u5927\u5b66\u6570\u5b66\u79d1\u5b66\u5b66\u9662\u6982\u7387\u7edf\u8ba1\u7cfb\u548c\u5317\u4eac\u5927\u5b66\u7edf\u8ba1\u4e2d\u5fc3\uff0c\u671f\u95f4\u8bbf\u95ee\u54c8\u4f5b\u5927\u5b66\u4e00\u5e74\u3002<\/span>2018 \u5e742\u6708\u52a0\u5165\u5317\u4eac\u5927\u5b66\u516c\u5171\u536b\u751f\u5b66\u9662\u3002<\/span>\u62c5\u4efb\u4e2d\u56fd\u6982\u7387\u7edf\u8ba1\u7edf\u8ba1\u5b66\u4f1a\u526f\u79d8\u4e66\u957f\u3001\u9752\u5e74\u7edf\u8ba1\u5b66\u5bb6\u534f\u4f1a\u5e38\u52a1\u7406\u4e8b\u3001\u73b0\u573a\u7edf\u8ba1\u7814\u7a76\u4f1a\u8ba1\u7b97\u7edf\u8ba1\u5206\u4f1a\u7406\u4e8b\u3001\u73b0\u573a\u7edf\u8ba1\u7814\u7a76\u4f1a\u9ad8\u7ef4\u6570\u636e\u7edf\u8ba1\u4f1a\u7406\u4e8b\u3002<\/span>\u4e3b\u6301\u53c2\u4e0e\u4e86\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9762\u4e0a\u3001\u56fd\u5bb6\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u9752\u5e74\u79d1\u5b66\uff0c\u81ea\u7136\u79d1\u5b66\u57fa\u91d1\u521b\u65b0\u7fa4\u4f53\u7b49\u591a\u4e2a\u9879\u76ee\u3002<\/span>\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u542b\u9ad8\u7ef4\u7edf\u8ba1\u63a8\u65ad\u3001\u5927\u6570\u636e\u5206\u6790\u3001\u7edf\u8ba1\u673a\u5668\u5b66\u4e60\u3001\u56e0\u679c\u63a8\u65ad\u3001\u751f\u7269\u7edf\u8ba1\u7b49\u3002<\/span>\u5728\u53d8\u91cf\u9009\u62e9\u65b9\u6cd5\u7684\u7406\u8bba\u7814\u7a76\u3001\u9ad8\u7ef4\u6570\u636e\u548c\u5927\u6570\u636e\u7edf\u8ba1\u5b66\u4e60\u7684\u5e94\u7528\u4ee5\u53ca\u56e0\u679c\u63a8\u65ad\u7b49\u9886\u57df\u53d1\u8868\u8bba\u6587\u591a\u7bc7\u3002<\/span><\/h4>\n


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\u51af\u798f\u5229\uff1a<\/span><\/strong>\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u7f51\u7edc\u7a7a\u95f4\u5b89\u5168\u5b66\u9662\u6559\u6388\uff0c\u6d77\u5916\u4f18\u9752\u9879\u76ee\u83b7\u5f97\u8005\u3002\u7814\u7a76\u9886\u57df\uff1a<\/span>\u4fe1\u606f\u68c0\u7d22\u3001\u6570\u636e\u6316\u6398\u3001\u673a\u5668\u5b66\u4e60\u3001\u56e0\u679c\u63a8\u65ad\u7b49\uff0c\u53d1\u8868\u56fd\u5185\u5916\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u8bba\u658750\u4f59\u7bc7\uff0c\u5305\u62ecSIGIR\u3001SIGKDD\u3001WWW\u3001ACL\u3001TOIS\u548cTKDE\uff0c\u8c37\u6b4c\u5b66\u672f\u5f15\u75282500\u6b21\uff0c\u7814\u7a76\u6210\u679c\u5728\u591a\u5bb6\u516c\u53f8\u7684\u5546\u4e1a\u7cfb\u7edf\u5e94\u7528\u3002<\/span>\u66fe\u83b7SIGIR 2021\u6700\u4f73\u8bba\u6587\u63d0\u540d\u5956\u3001WWW 2018\u6700\u4f73\u6f14\u793a\u8bba\u6587\u5956\u3002<\/span>\u62c5\u4efb\u4f17\u591a\u9876\u7ea7\u671f\u520a\u3001\u4f1a\u8bae\u5ba1\u7a3f\u4eba\/\u7a0b\u5e8f\u59d4\u5458\uff0c\u5305\u62ecSIGIR\u3001WWW\u3001SIGKDD\u3001NeurIPS\u3001TOIS\u3001TKDE\u3001TPAMI\u3002<\/span><\/h4>\n

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\u51b5\u7428<\/span><\/strong>\uff1a<\/strong>\u6d59\u6c5f\u5927\u5b66\u8ba1\u7b97\u673a\u5b66\u9662\u526f\u6559\u6388\uff0c\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u4eba\u5de5\u667a\u80fd\u7cfb\u526f\u4e3b\u4efb\u30022019\u5e74\u83b7\u5f97\u6e05\u534e\u5927\u5b66\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a\u535a\u58eb\u5b66\u4f4d\uff0c2017-2018\u5e74\u8bbf\u95ee\u7f8e\u56fd\u65af\u5766\u798f\u5927\u5b66\u3002\u83b72021\u5e74\u5ea6\u4e2d\u56fd\u79d1\u534f\u9752\u5e74\u4eba\u624d\u6258\u4e3e\u5de5\u7a0b<\/span><\/span>\u9879\u76ee\u652f\u6301\uff0c2021\u5e74\u5ea6\u4e2d\u56fd\u7535\u5b50\u5b66\u4f1a\u79d1\u5b66\u6280\u672f\u5956\uff08\u79d1\u6280\u8fdb\u6b65\uff09\u4e00\u7b49\u5956\uff0c2020\u5e74\u5ea6\u4e2d\u56fd\u4eba\u5de5\u667a\u80fd\u5b66\u4f1a\u4f18\u79c0\u535a\u58eb\u5b66\u4f4d\u8bba\u6587\u63d0\u540d\u5956\u3002\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u5927\u6570\u636e\u56e0\u679c\u63a8\u7406\u3001\u4eba\u5de5\u667a\u80fd\u3001\u56e0\u679c\u6307\u5bfc\u7684\u53ef\u4fe1\u673a\u5668\u5b66\u4e60\u3002\u5728\u6570\u636e\u6316\u6398\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u5df2\u53d1\u8868\u8fd150\u4f59\u7bc7\u9876\u7ea7\u4f1a\u8bae\u548c\u671f\u520a\u6587\u7ae0\uff0c\u5305\u62ecKDD\u3001ICML\u3001MM\u3001AAAI\u3001TKDE\u3001TKDD\u3001Engineering\u7b49\u3002<\/span><\/h4>\n

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\u6f58\u7490\u4f3d\uff1a<\/span><\/strong>\u897f\u5b89<\/span>\u4ea4\u901a\u5927\u5b66\u535a\u58eb\uff0c\u534e\u4e3a\u516c\u53f8\u667a\u80fd\u8fd0\u7ef4\u65b9\u5411\u52a9\u7406\u79d1\u5b66\u5bb6\uff0c\u56e0\u679c\u63a8\u7406\u6839\u6280\u672f\u9886\u519b\uff0c AIOps\u9886\u57df\u9884\u6d4b\u9884\u9632\u65b9\u5411\u8d1f\u8d23\u4eba\uff0c\u4e2d\u56fd\u901a\u4fe1\u5b66\u4f1a\u4eba\u5de5\u667a\u80fd\u4e13\u59d4\u4f1a\u6210\u5458, \u957f\u671f\u81f4\u529b\u4e8e\u4e3aICT\u7f51\u7edc\u3001\u751f\u4ea7\u5236\u9020\u3001\u65b0\u80fd\u6e90\u4ea7\u54c1\u63d0\u4f9b\u5148\u8fdb\u667a\u80fd\u5316\u670d\u52a1\u548c\u4ea7\u54c1\u3002<\/span>\u5979\u7684\u7814\u7a76\u65b9\u5411\u5305\u62ec\u6545\u969c\u6839\u56e0\u5206\u6790\uff0c\u7f51\u7edc\u667a\u80fd\u8fd0\u7ef4\u7ba1\u7406\uff0c\u57fa\u4e8e\u65f6\u95f4\u5e8f\u5217\u7684\u5f02\u5e38\u68c0\u6d4b\u53ca\u9884\u6d4b\uff0c\u5728\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u53d1\u8868\u8bba\u658710\u4f59\u7bc7\uff0c\u7533\u8bf7\u4e13\u522940\u4f59\u4ef6\u3002<\/span><\/section>\n

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\u8463\u632f\u534e\uff1a<\/strong>\u8463\u632f\u534e\u535a\u58eb\u4e8e2012\u5e74\u6bd5\u4e1a\u4e8e\u5357\u5f00\u5927\u5b66\uff0c\u83b7\u8ba1\u7b97\u673a\u79d1\u5b66\u535a\u58eb\u5b66\u4f4d\uff0c2012\u5e747\u6708\u5f00\u59cb\u5728\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\uff0c\u5386\u4efb\u7814\u7a76\u5458\u3001\u4e3b\u4efb\u7814\u7a76\u5458\u3001\u6280\u672f\u4e13\u5bb6\uff0c\u8d1f\u8d23\u63a8\u8350\u7cfb\u7edf\u3001\u673a\u5668\u5b66\u4e60\u3001\u53cd\u4e8b\u5b9e\u5b66\u4e60\u3001\u56e0\u679c\u63a8\u7406\u7684\u7814\u7a76\u548c\u843d\u5730\uff0c\u663e\u8457\u6539\u8fdb\u8d85\u8fc710\u4e2a\u4ea7\u54c1\uff08\u5982\u534e\u4e3a\u5e94\u7528\u5e02\u573a\u3001\u6d4f\u89c8\u5668\u3001\u5e7f\u544a\u7cfb\u7edf\u7b49\uff09\u7684\u5173\u952e\u6307\u6807\u3002\u8463\u632f\u534e\u535a\u58eb\u7533\u8bf7\u8d85\u8fc750\u9879\u4e13\u5229\uff0c\u5728TKDE, SIGIR, RecSys, WWW\u7b49\u56fd\u9645\u4f1a\u8bae\u3001\u671f\u520a\u53d1\u886850\u4f59\u7bc7\u5b66\u672f\u8bba\u6587\u3002<\/span><\/span><\/h4>\n

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\u5f20\u53ef\u529b\uff1a<\/span><\/strong>2014\u5e74\u6bd5\u4e1a\u4e8e\u534e\u4e2d\u79d1\u6280\u5927\u5b66\u6570\u636e\u5e93\u6240\uff0c\u540c\u5e74\u8fdb\u5165\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\uff0c\u73b0\u4efb\u9ad8\u7ea7\u7814\u7a76\u5458\uff0c\u957f\u671f\u4ece\u4e8b\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c\u56e0\u679c\u63a8\u7406\uff0c\u8fc1\u79fb\u5b66\u4e60\u7b49\u7814\u7a76\u53ca\u5e94\u7528\u63a2\u7d22\u5de5\u4f5c\uff0c\u7533\u8bf7\u4e13\u522920\u4f59\u4ef6\uff0c\u591a\u9879\u5de5\u4f5c\u53d1\u8868\u5728KDD\uff0cAAAI\uff0cTNNLS\u7b49\u56fd\u9645\u4f1a\u8bae\/\u671f\u520a\uff0c\u4f5c\u4e3a\u6838\u5fc3\u8d21\u732e\u8005\u53c2\u4e0e\u4e86gCastle\uff0cstreamDM\u7b49\u591a\u4e2aAI\u5f00\u6e90\u9879\u76ee\u3002<\/span><\/section>\n

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\u674e\u660a\u8f69<\/span><\/strong>\uff0c\u5317\u4eac\u5927\u5b66\u5927\u6570\u636e\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\uff0c\u6570\u636e\u79d1\u5b66 (\u7edf\u8ba1\u5b66) \u65b9\u5411\u535a\u58eb\u7814\u7a76\u751f\uff0cCCF\u4f1a\u5458\u3001IEEE\u4f1a\u5458\u3001ACM\u4f1a\u5458\u3002\u7814\u7a76\u5174\u8da3\u4e3a\u56e0\u679c\u63a8\u65ad\u4e0e\u673a\u5668\u5b66\u4e60\uff0c\u63a8\u8350\u7cfb\u7edf\u53bb\u504f\u4e0e\u516c\u5e73\u6027\uff0c\u5f3a\u5316\u5b66\u4e60\u79bb\u8f68\u7b56\u7565\u7684\u8bc4\u4f30\u548c\u5b66\u4e60\uff0c\u5206\u5e03\u5916\u6cdb\u5316\u548c\u6570\u636e\u878d\u5408\u95ee\u9898\u7b49\u3002\u83b7\u5317\u4eac\u5927\u5b66\u535a\u58eb\u7814\u7a76\u751f\u6821\u957f\u5956\u5b66\u91d1\uff0c\u5df2\u5728 ICLR\u3001KDD\u3001WWW\u3001AAAI\u3001IJCAI \u7b49\u591a\u4e2a\u9876\u5c16\u4f1a\u8bae\u53d1\u8868\u6587\u7ae0\uff0c\u73b0\u4e3aNeurIPS\u3001AAAI\u3001WWW \u7b49Program Committee members (PC)\u3002<\/span>
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\u56e0\u679c\u8868\u5f81\u5b66\u4e60\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong><\/span><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/section>\n
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n