{"id":2981,"date":"2025-01-24T08:31:13","date_gmt":"2025-01-24T00:31:13","guid":{"rendered":"http:\/\/www.dmslab.cn\/?p=2981"},"modified":"2025-02-01T15:20:07","modified_gmt":"2025-02-01T07:20:07","slug":"ijcai2024","status":"publish","type":"post","link":"http:\/\/www.dmslab.cn\/?p=2981","title":{"rendered":"\u8ba1\u7b97\u673a\u5b66\u9662\u672c\u79d1\u751f\u53c2\u52a0\u7b2c\u4e09\u5341\u4e09\u5c4a\u56fd\u9645\u4eba\u5de5\u667a\u80fd\u8054\u5408\u4f1a\u8bae\uff08IJCAI2024\uff09"},"content":{"rendered":"\n<p>\u7b2c\u4e09\u5341\u4e09\u5c4a\u56fd\u9645\u4eba\u5de5\u667a\u80fd\u8054\u5408\u4f1a\u8bae\uff0833rd International Joint Conference on Artificial Intelligence\uff0c\u7b80\u79f0IJCAI\uff09\u4e8e2024\u5e748\u67083\u65e5\u81f39\u65e5\u5728\u97e9\u56fd\u6d4e\u5dde\u56fd\u9645\u4f1a\u8bae\u4e2d\u5fc3\u53ec\u5f00\u3002\u8ba1\u7b97\u673a\u5b66\u9662\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u6280\u672f\u4e13\u4e1a2020\u7ea7\u672c\u79d1\u751f\u5468\u5b50\u6e14\u540c\u5b66\u4e3a\u7b2c\u4e00\u4f5c\u8005\u7684\u8bba\u6587\u300aSDformer: Transformer with Spectral Filter and Dynamic Attention for Multivariate Time Series Long-term Forecasting\u300b\u88ab\u5927\u4f1a\u63a5\u6536\uff0c\u5e76\u88ab\u9009\u4e3a\u672c\u5c4a\u4f1a\u8baeML: Time series and data streams\u9886\u57df\u7684\u552f\u4e00Long Talk\u8bba\u6587\uff081\/12\uff09\u8fdb\u884cOral\/Poster\u6c47\u62a5\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/cs.bjut.edu.cn\/__local\/3\/23\/04\/2086F760EA6E28ADB4ECB392334_2ADD642D_BBEC5.png\" alt=\"\"\/><\/figure>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/cs.bjut.edu.cn\/__local\/D\/00\/B9\/A017CF89021C6CDFCEF78DEABF7_006514AF_F7E07.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;\u5468\u5b50\u6e14\u540c\u5b66\u81ea\u5927\u56db\u4e0a\u5b66\u671f\u52a0\u5165\u8ba1\u7b97\u673a\u5b66\u9662\u6570\u636e\u5206\u6790\u4e0e\u5b89\u5168\u5b9e\u9a8c\u5ba4\uff08\u7b80\u79f0\uff1aDMS\u5b9e\u9a8c\u5ba4\uff0c\u7f51\u5740\uff1ahttp:\/\/dmslab.cn\/\uff09\uff0c\u5728\u5415\u5e9a\u80b2\u3001\u6768\u9707\u6559\u6388\u6307\u5bfc\u4e0b\uff0c\u5f00\u5c55\u65f6\u95f4\u5e8f\u5217\u8868\u5f81\u5b66\u4e60\u76f8\u5173\u9886\u57df\u7814\u7a76\u5de5\u4f5c\u3002\u8be5\u5f55\u7528\u8bba\u6587\u4e3b\u8981\u805a\u7126\u4e8e\u89e3\u51b3\u65f6\u95f4\u5e8f\u5217\u957f\u671f\u9884\u6d4b\u4efb\u52a1\u7684\u6ce8\u610f\u529b\u5931\u6548\u95ee\u9898\uff0c\u63d0\u51fa\u4e86\u4e00\u79cd\u521b\u65b0\u7684SDformer\u65b9\u6cd5\uff0c\u514b\u670d\u4f20\u7edfTransformer\u6a21\u578b\u5728\u5efa\u6a21\u591a\u53d8\u91cf\u65f6\u95f4\u5e8f\u5217\u65f6\u51fa\u73b0\u7684\u6ce8\u610f\u529b\u5206\u5e03\u8fc7\u4e8e\u5e73\u6ed1\u4e14\u5747\u5300\u7684\u96be\u9898\uff0c\u63d0\u9ad8\u4e86\u6ce8\u610f\u529b\u56fe\u7684\u884c\u5f02\u8d28\u6027\u5e76\u663e\u8457\u63d0\u5347\u4e86\u6a21\u578b\u7684\u9884\u6d4b\u6027\u80fd\u3002\u8be5\u7814\u7a76\u6210\u679c\u5f97\u5230\u4e86\u5ba1\u7a3f\u4e13\u5bb6\u7684\u4e00\u81f4\u8ba4\u53ef\uff0c\u5e76\u5728\u5927\u4f1aOral\/Poster\u62a5\u544a\u73af\u8282\u5f97\u5230\u56fd\u5185\u5916\u8bf8\u591a\u5b66\u8005\u7684\u5173\u6ce8\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/cs.bjut.edu.cn\/__local\/0\/D5\/9F\/8E72865AAE5930EA18B2EBBB41F_6160CF6B_158C85.png\" alt=\"\"\/><\/figure>\n\n\n\n<p>&nbsp;&nbsp;&nbsp;&nbsp;\u56fd\u9645\u4eba\u5de5\u667a\u80fd\u8054\u5408\u4f1a\u8bae\uff08IJCAI\uff09\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\uff0c\u4e5f\u662f\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1aA\u7c7b\u4f1a\u8bae\uff0c\u672c\u5c4a\u4f1a\u8bae\u8bba\u6587\u5f55\u7528\u7387\u4e3a14%\u3002\u8be5\u8bba\u6587\u662f\u8ba1\u7b97\u673a\u5b66\u9662\u672c\u79d1\u751f\u9996\u6b21\u5728\u8be5\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u53d1\u8868\u8bba\u6587\u3002\u201c\u80fd\u591f\u5728\u5982\u6b64\u9ad8\u6c34\u5e73\u7684\u56fd\u9645\u4f1a\u8bae\u4e0a\u53d1\u8868\u8bba\u6587\uff0c\u6211\u611f\u5230\u975e\u5e38\u8363\u5e78\u548c\u6fc0\u52a8\u3002\u8fd9\u4e0d\u4ec5\u662f\u5bf9\u6211\u4e2a\u4eba\u52aa\u529b\u7684\u80af\u5b9a\uff0c\u4e5f\u79bb\u4e0d\u5f00\u5b66\u9662\u548c\u8bfe\u9898\u7ec4\u8001\u5e08\u4eec\u7684\u5927\u529b\u652f\u6301\u3002\u201d\u5468\u5b50\u6e14\u8868\u793a\u3002\u5415\u5e9a\u80b2\u8001\u5e08\u4e5f\u5bf9\u5468\u5b50\u6e14\u7684\u8868\u73b0\u7ed9\u4e88\u4e86\u9ad8\u5ea6\u8d5e\u626c\uff1a\u201c\u5468\u5b50\u6e14\u540c\u5b66\u5728\u672c\u79d1\u9636\u6bb5\u5c31\u5c55\u73b0\u51fa\u4e86\u5f88\u9ad8\u7684\u79d1\u7814\u6f5c\u529b\u548c\u521b\u65b0\u80fd\u529b\uff0c\u4ed6\u7684\u6210\u957f\u662f\u6211\u4eec\u5b66\u9662\u6ce8\u91cd\u672c\u79d1\u751f\u521b\u65b0\u80fd\u529b\u57f9\u517b\u7684\u91cd\u8981\u6210\u679c\u3002\u201d<\/p>\n\n\n\n<p>&nbsp; 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