{"id":50175,"date":"2024-05-07T18:11:15","date_gmt":"2024-05-07T10:11:15","guid":{"rendered":"https:\/\/swarma.org\/?p=50175"},"modified":"2024-05-07T18:11:15","modified_gmt":"2024-05-07T10:11:15","slug":"%e8%a7%a3%e9%94%81%e5%8a%a8%e6%80%81%ef%bc%9a%e6%97%b6%e9%97%b4%e5%ba%8f%e5%88%97%e5%92%8c%e6%97%b6%e7%a9%ba%e6%95%b0%e6%8d%ae%e5%a4%a7%e6%a8%a1%e5%9e%8b%e7%bb%bc%e8%bf%b0-%e5%91%a8%e4%b8%89","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=50175","title":{"rendered":"\u89e3\u9501\u52a8\u6001\uff1a\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u5927\u6a21\u578b\u7efc\u8ff0 | \u5468\u4e09\u76f4\u64ad\u00b7\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\u7b2c\u4e00\u671f"},"content":{"rendered":"<div class='wxsyncmain'>\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: 0px;outline: 0px;letter-spacing: 0.544px;white-space: normal;color: rgb(63, 63, 63);font-family: PingFangSC-light;font-size: 15px;background-color: rgb(255, 255, 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data-linktype=\"2\">\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a<\/a><\/strong><strong>\u300d<\/strong>\u7cfb\u5217\u8bfb\u4e66\u4f1a\u7684\u7b2c\u4e00\u671f\u76f4\u64ad\u5206\u4eab\uff0c\u96c6\u9f50\u4e94\u4f4d\u53d1\u8d77\u4eba\u8001\u5e08\u56f4\u7ed5&#8221;\u89e3\u9501\u52a8\u6001\uff1a\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u5927\u6a21\u578b\u7efc\u8ff0&#8221;\u8fdb\u884c\u4e3b\u9898\u5206\u4eab\uff0c<strong>\u4e3b\u8981\u5206\u4e3a\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u80cc\u666f\u7b80\u4ecb\u3001\u672c\u5b63\u8bfb\u4e66\u4f1atalk\u4e3b\u9898\u4ecb\u7ecd\u3001Time-LLM\u8bba\u6587\u5206\u4eab\u3001\u53d1\u8d77\u4eba\u5706\u684c\u8ba8\u8bba\u603b\u7ed3\u7b49\u73af\u8282\uff0c<\/strong>\u65e8\u5728\u5f00\u542f\u8bfb\u4e66\u4f1a\u5bfc\u8bfb\uff0c\u5f62\u6210\u5bf9\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u6280\u672f\u6f14\u8fdb\u65b9\u5411\u7684\u521d\u6b65\u8ba4\u77e5\u3002<\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/h3>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u5206\u4eab\u5185\u5bb9\u5927\u7eb2<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<h5 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Part1\uff1a\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u80cc\u666f\u7b80\u4ecb<\/span><\/strong><\/h5>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6881\u5b87\u8f69\u8001\u5e08\u9996\u5148\u5c06\u5148\u540e\u4ecb\u7ecd\u65f6\u5e8f\u65f6\u7a7a\u6570\u636e\u3001\u4f20\u7edf\u65f6\u5e8f\u65f6\u7a7a\u6a21\u578b\u3001\u5927\u6a21\u578b\u7684\u76f8\u5173\u80cc\u666f\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e4b\u540e\u8fdb\u884c\u201cLarge Models for Time Series and Spatio-Temporal Data: A Survey and Outlook\u201d\u7efc\u8ff0\u7b80\u8981\u5206\u4eab\u3002\u8be5\u7efc\u8ff0\u6c47\u96c6\u4e86\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u7684\u5927\u578b\u6a21\u578b\u4e3a\u4e2d\u5fc3\u7684\u7814\u7a76\u6700\u65b0\u8fdb\u5c55\uff0c\u6db5\u76d6\u56db\u4e2a\u5173\u952e\u65b9\u9762\uff1a\u6570\u636e\u7c7b\u578b\u3001\u6a21\u578b\u7c7b\u522b\u3001\u6a21\u578b\u8303\u56f4\u548c\u5e94\u7528\u9886\u57df\/\u4efb\u52a1\u3002\u6b64\u5916\u4e5f\u5c06\u4ecb\u7ecd\u4ee5\u65b9\u6cd5\u5b66\u4e3a\u5206\u7c7b\u7684\u7efc\u8ff0\u201cFoundation Models for Time Series Analysis: A Tutorial and Survey\u201d\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6700\u540e\u5c06\u4ecb\u7ecd\u201cPosition Paper: What Can Large Language Models Tell Us about Time Series Analysis\u201d\u8bba\u6587\uff0c\u8ba8\u8bba\u5927\u6a21\u578b\u600e\u6837\u8d4b\u80fd\u65f6\u5e8f\u65f6\u7a7a\u6570\u636e\u901a\u7528\u667a\u80fd\uff0c\u5305\u62ec\u5927\u6a21\u578b\u8d4b\u80fd\u589e\u5f3a\u5668\uff08LLM-as-Enhancer\uff09\u3001\u5927\u6a21\u578b\u8d4b\u80fd\u9884\u6d4b\u5668\uff08LLM-as-Predictor\uff09\u3001\u5927\u6a21\u578b\u8d4b\u80fd\u667a\u80fd\u4f53\uff08LLM-as-Agent\uff09\u4e09\u4e2a\u90e8\u5206\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h5 style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Part2\uff1a\u672c\u5b63\u8bfb\u4e66\u4f1atalk\u4e3b\u9898\u4ecb\u7ecd<\/span><\/strong><\/h5>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e13\u9898\u4e00\uff1a\u65f6\u5e8f\u5927\u6a21\u578b\uff08\u59da\u8fea\u8001\u5e08\uff09<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u5927\u6a21\u578b\u7efc\u8ff0<\/span><\/p>\n<\/li>\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u8d4b\u80fd\u65f6\u5e8f\u6570\u636e\u5206\u6790<\/span><\/p>\n<\/li>\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u5e8f\u6570\u636e\u57fa\u5ea7\u6a21\u578b<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e13\u9898\u4e8c\uff1a\u65f6\u7a7a\u5927\u6a21\u578b\uff08\u6881\u5b87\u8f69\u8001\u5e08\uff09<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u8d4b\u80fd\u65f6\u7a7a\u589e\u5f3a\u5668\uff08LLM-as-Enhancer\uff09<\/span><\/p>\n<\/li>\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u8d4b\u80fd\u65f6\u7a7a\u9884\u6d4b\u5668\uff08LLM-as-Predictor\uff09<\/span><\/p>\n<\/li>\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u8d4b\u80fd\u65f6\u7a7a\u667a\u80fd\u4f53\uff08LLM-as-Agent\uff09<\/span><\/p>\n<\/li>\n<\/ul>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e13\u9898\u4e09\uff1a\u8f68\u8ff9\u5927\u6a21\u578b\uff08\u859b\u660a\u8001\u5e08\uff09<\/span><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8f68\u8ff9\u8868\u5f81\u5b66\u4e60<\/span><\/p>\n<\/li>\n<li style=\"text-align: left;font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u6a21\u578b\u5e94\u7528\u4e13\u9898\uff1aPOI\u8f68\u8ff9\u9884\u6d4b\uff0c\u57ce\u5e02\u79fb\u52a8\u6a21\u62df\u751f\u6210<\/span><\/section>\n<\/li>\n<\/ul>\n<h5 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h5>\n<h5 style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Part3\uff1aTime-LLM\u8bba\u6587\u5206\u4eab<\/span><\/strong><\/h5>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u5e8f\u5927\u6a21\u578b\u4ecb\u7ecd\u548c\u80cc\u666f<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Time-LLM\u4ecb\u7ecd<\/span><\/p>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bbe\u8ba1\u52a8\u673a<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6846\u67b6\u7ed3\u6784<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5b9e\u9a8c\u7ed3\u679c<\/span><\/p>\n<\/li>\n<\/ul>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5176\u4ed6\u6709\u4ee3\u8868\u6027\u7684\u65f6\u5e8f\u5927\u6a21\u578b\u5de5\u4f5c<\/span><\/p>\n<\/li>\n<ul class=\"list-paddingleft-1\" style=\"list-style-type: square;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4f8b\u5982OFA\uff0cLLMTime\uff0cTimesFM\u7b49<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u672a\u6765\u65b9\u5411\u5c55\u671b<\/span><\/section>\n<\/li>\n<\/ul>\n<\/ul>\n<h5 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/h5>\n<h5 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">Part4\uff1a<strong>\u53d1\u8d77\u4eba\u5706\u684c\u8ba8\u8bba\u603b\u7ed3<\/strong><\/span><\/h5>\n<h3 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h3>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u6838\u5fc3\u6982\u5ff5<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\">&nbsp;<br  \/><\/p>\n<ul start=\"1\" class=\"list-paddingleft-1\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u95f4\u5e8f\u5217 Time Series<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u7a7a\u6570\u636e Spatio-Temporal Data<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u5927\u8bed\u8a00\u6a21\u578b Large Language Model<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u57fa\u5ea7\u6a21\u578b Foundation Model<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<p style=\"line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6df1\u5ea6\u5b66\u4e60 Deep Learning<\/span><\/p>\n<\/li>\n<li style=\"font-size: 15px;color: rgb(63, 63, 63);\">\n<section style=\"margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8f68\u8ff9 Trajectory<\/span><\/section>\n<\/li>\n<\/ul>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u4e3b\u6301\u4eba\u4ecb\u7ecd<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff081\uff09\u6881\u5b87\u8f69<\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100206486\" data-ratio=\"0.562962962962963\"  data-type=\"png\" data-w=\"1080\" data-width=\"1920\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-cbe88269c09814521cd9a581ebe4013c.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u6881\u5b87\u8f69\uff0c<\/strong>\u9999\u6e2f\u79d1\u6280\u5927\u5b66\uff08\u5e7f\u5dde\uff09\u667a\u80fd\u4ea4\u901a\u5b66\u57df\u3001\u6570\u636e\u79d1\u5b66\u4e0e\u5206\u6790\u5b66\u57df\u52a9\u7406\u6559\u6388\u3001\u535a\u58eb\u751f\u5bfc\u5e08\u3002\u957f\u671f\u4ece\u4e8b\u4eba\u5de5\u667a\u80fd\u4e0e\u65f6\u7a7a\u6570\u636e\u6316\u6398\u6280\u672f\u5728\u57ce\u5e02\u8ba1\u7b97\u7b49\u9886\u57df\u7684\u8de8\u5b66\u79d1\u4ea4\u53c9\u7814\u7a76\u3002\u5728TPAMI\u3001TKDE\u3001AI Journal\u3001KDD\u3001WWW\u3001NeurIPS\u3001ICML\u3001ICLR\u7b49\u591a\u4e2a\u6743\u5a01\u56fd\u9645\u671f\u520a\u548c\u4f1a\u8bae\u53d1\u8868\u9ad8\u6c34\u5e73\u8bba\u658770\u4f59\u7bc7\u3002\u8c37\u6b4c\u5b66\u672f\u5f15\u7528\u91cf3700\u4f59\u6b21\uff0ch-index\u4e3a30\uff0c\u591a\u7bc7\u8bba\u6587\u5165\u9009\u6700\u5177\u5f71\u54cd\u529bKDD\/IJCAI\u8bba\u6587\u3002\u957f\u671f\u62c5\u4efbTKDE\u3001TMC\u7b49\u56fd\u9645\u77e5\u540d\u671f\u520a\u5ba1\u7a3f\u4eba\uff0cKDD\u3001WWW\u3001NeurIPS\u3001ICML\u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\uff0c\u66fe\u83b7\u8bc4SIGSPATIAL\u6770\u51fa\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\u3002\u591a\u6b21\u62c5\u4efb\u6570\u636e\u6316\u6398\u548c\u4eba\u5de5\u667a\u80fd\u9876\u7ea7\u4f1a\u8bae\u76f8\u5173\u7814\u8ba8\u4f1a\uff08UrbComp\u3001AI4TS\uff09\u7684\u7a0b\u5e8f\u4e3b\u5e2d\u3002\u66fe\u83b7\u5f97\u65b0\u52a0\u5761\u6570\u636e\u79d1\u5b66\u8054\u5408\u4f1a\u8bba\u6587\u7814\u7a76\u5956\uff0c\u7b2c\u4e8c\u5341\u4e09\u5c4a\u4e2d\u56fd\u4e13\u5229\u4f18\u79c0\u5956\uff0c\u7b2c\u56db\u5341\u4e5d\u5c4a\u65e5\u5185\u74e6\u53d1\u660e\u5c55\u94f6\u5956\u7b49\u6d77\u5185\u5916\u5956\u9879\uff0c\u591a\u9879\u7814\u7a76\u6210\u679c\u5728\u4eac\u4e1c\u667a\u6167\u57ce\u5e02\u76f8\u5173\u4e1a\u52a1\u4e2d\u843d\u5730\u5e94\u7528\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff082\uff09\u59da\u8fea<\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100206487\" data-ratio=\"0.562962962962963\"  data-type=\"png\" data-w=\"1080\" data-width=\"1920\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-fb49ebb6612e311dc7ac9ccc38f08c7d.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u59da\u8fea\uff0c<\/strong>\u4e2d\u56fd\u79d1\u5b66\u9662\u8ba1\u7b97\u6280\u672f\u7814\u7a76\u6240\u526f\u7814\u7a76\u5458\uff0c\u7855\u58eb\u751f\u5bfc\u5e08\uff0c\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u9ad8\u7ea7\u4f1a\u5458\uff0cACM SIGSPATIAL\u4e2d\u56fd\u5206\u4f1a\u6267\u884c\u59d4\u5458\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u4e3a\u65f6\u7a7a\u6570\u636e\u6316\u6398\uff0c\u5f02\u5e38\u68c0\u6d4b\uff0c\u56e0\u679c\u673a\u5668\u5b66\u4e60\u7b49\u3002\u5728KDD\u3001WWW\u3001ICDE\u3001TKDE\u7b49\u9886\u57df\u5185\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u548c\u671f\u520a\u53d1\u8868\u8bba\u658730\u4f59\u7bc7\uff0c\u957f\u671f\u62c5\u4efb\u62c5\u4efb\u591a\u4e2a\u671f\u520a\u4f1a\u8bae\u7684\u5ba1\u7a3f\u4eba\u548c\u7a0b\u5e8f\u59d4\u5458\u4f1a\u59d4\u5458\uff0c\u83b7\u5f97\u4e2d\u79d1\u9662\u9662\u957f\u4f18\u79c0\u5956\uff0cMDM\u6700\u4f73\u8bba\u6587\u5019\u9009\u5956\uff0c\u5165\u9009\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u201c\u94f8\u661f\u8ba1\u5212\u201d\uff0c\u7814\u7a76\u6210\u679c\u5728\u963f\u91cc\u3001\u7f51\u6613\u3001\u6ef4\u6ef4\u7b49\u591a\u4e2a\u4e92\u8054\u7f51\u516c\u53f8\u4e2d\u5e94\u7528\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff083\uff09\u859b\u660a<\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100206489\" data-ratio=\"0.562962962962963\"  data-type=\"png\" data-w=\"1080\" data-width=\"1920\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-c6362d0813af27f0782f0d35223edc65.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u859b\u660a\uff0c<\/strong>\u76ee\u524d\u5728\u6fb3\u5927\u5229\u4e9a\u65b0\u5357\u5a01\u5c14\u58eb\u5927\u5b66\uff08UNSW Sydney\uff09\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u5de5\u7a0b\u5b66\u9662\u62c5\u4efb\u8bb2\u5e08\u804c\u4f4d\u3002\u4ed6\u4e8e2020\u5e74\u4ece\u897f\u6fb3\u5927\u5229\u4e9a\u5927\u5b66\u83b7\u5f97\u535a\u58eb\u5b66\u4f4d\u3002\u5728\u5b8c\u6210\u535a\u58eb\u5b66\u4f4d\u540e\uff0c\u66fe\u5728RMIT\u5927\u5b66\u8ba1\u7b97\u6280\u672f\u5b66\u9662\u548cUNSW Sydney\u5de5\u4f5c\u8fc7\u3002\u76ee\u524d\u662f\u6fb3\u5927\u5229\u4e9a\u56fd\u5bb6\u79d1\u7814\u59d4\u5458\u4f1a\uff08ARC\uff09\u5353\u8d8a\u51b3\u7b56\u4e0e\u793e\u4f1a\u81ea\u52a8\u5316\u4e2d\u5fc3\uff08ADM+S\uff09UNSW\u5206\u652f\u7684\u526f\u7814\u7a76\u5458\u3002\u7814\u7a76\u5174\u8da3\u5305\u62ec\u65f6\u7a7a\u6570\u636e\u5efa\u6a21\u3001\u65f6\u95f4\u5e8f\u5217\u9884\u6d4b\u3001\u57fa\u4e8e\u8bed\u8a00\u751f\u6210\u7684\u9884\u6d4b\u4ee5\u53ca\u65f6\u95f4\u5e8f\u5217\u8868\u793a\u5b66\u4e60\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff084\uff09\u91d1\u660e<\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100206494\" data-ratio=\"0.562962962962963\"  data-type=\"png\" data-w=\"1080\" data-width=\"1920\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-5fd26812b73289eda8f85d3b74215dc9.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u91d1\u660e\uff0c<\/strong>\u6fb3\u5927\u5229\u4e9a\u8499\u7eb3\u58eb\u5927\u5b66\uff08Monash University\uff09\u535a\u58eb\u3002\u957f\u671f\u4ece\u4e8b\u56fe\u795e\u7ecf\u7f51\u7edc\u4e0e\u65f6\u5e8f\u6570\u636e\u6316\u6398\u76f8\u5173\u7814\u7a76\uff0c\u5728ICLR\u3001NeurIPS\u3001IJCAI\u3001TNNLS\u3001TKDE\u7b49\u591a\u4e2a\u6743\u5a01\u56fd\u9645\u671f\u520a\/\u4f1a\u8bae\u53d1\u8868\u9ad8\u6c34\u5e73\u8bba\u658720\u4f59\u7bc7\uff0c\u8c37\u6b4c\u5b66\u672f\u5f15\u7528\u91cf\u8fd11000\u4f59\u6b21\uff0c\u5176\u79d1\u7814\u5de5\u4f5c\u66fe\u5165\u9009IJCAI\u6700\u5177\u5f71\u54cd\u529b\u8bba\u6587\u3002\u957f\u671f\u62c5\u4efbNeurIPS\u3001ICLR\u3001ICML\u3001TPAMI\u3001TNNLS\u3001TKDE\u7b49\u56fd\u9645\u77e5\u540d\u4f1a\u8bae\/\u671f\u520a\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\u3002\u7814\u7a76\u5174\u8da3\u5305\u62ec\u65f6\u5e8f\/\u65f6\u7a7a\u6570\u636e\u6316\u6398\u548c\u52a8\u6001\u56fe\u795e\u7ecf\u7f51\u7edc\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e2a\u4eba\u4e3b\u9875\uff1ahttps:\/\/mingjin.dev\/<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h4 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\uff085\uff09\u6587\u9752\u677e<\/span><\/h4>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1080\" data-imgfileid=\"100206496\" data-ratio=\"0.562962962962963\"  data-type=\"png\" data-w=\"1080\" data-width=\"1920\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-e4dd59e2fc2afc1a564b1e4c7abc70b6.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u6587\u9752\u677e\uff0c<\/strong>\u7f8e\u56fd\u4f50\u6cbb\u4e9a\u7406\u5de5\u5b66\u9662\uff08Georgia Tech\uff09\u7535\u5b50\u4e0e\u8ba1\u7b97\u673a\u5de5\u7a0b\u535a\u58eb\uff0c\u4eba\u5de5\u667a\u80fd\u3001\u51b3\u7b56\u667a\u80fd\u548c\u4fe1\u53f7\u5904\u7406\u65b9\u5411\u4e13\u5bb6\uff0c\u5728\u677e\u9f20AI\u3001\u963f\u91cc\u3001Marvell\u7b49\u516c\u53f8\u8d8510\u5e74\u7684\u6280\u672f\u548c\u7ba1\u7406\u7ecf\u9a8c\uff0c\u8fd1100\u7bc7\u6587\u7ae0\u53d1\u8868\u5728\u4eba\u5de5\u667a\u80fd\u76f8\u5173\u7684\u9876\u4f1a\u4e0e\u9876\u520a\uff0c\u591a\u7bc7\u6587\u7ae0\u88abAI\u9876\u4f1a(NeurIPS, ICLR\u7b49)\u8bc4\u9009\u4e3aOral\/Spotlight\u8bba\u6587\uff0c\u4e24\u6b21\u5165\u9009IJCAI\u6700\u5177\u5f71\u54cd\u529b\u8bba\u6587\u5e76\u6392\u540d\u7b2c\u4e00\uff0c\u4e24\u6b21\u83b7\u5f97AAAI\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u90e8\u7f72\u5e94\u7528\u5956\uff0c\u83b7\u5f97ICASSP Grand Challenge\u51a0\u519b\u3002\u8fd1\u671f\u7814\u7a76\u5174\u8da3\u4e3a\u667a\u80fd\u65f6\u5e8f\u4e0eAI\u6559\u80b2, \u4e5f\u662fAI\u9876\u4f1a (AAAI, IJCAI, KDD, ICDM\u7b49) Workshop on AI for Time Series, Workshop on AI for Education\u7684\u4e3b\u8981\u7ec4\u7ec7\u8005\u4e4b\u4e00\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u4e2a\u4eba\u4e3b\u9875: https:\/\/sites.google.com\/site\/qingsongwen8<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u672c\u671f\u4e3b\u8981\u53c2\u8003\u6587\u732e<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[1] Ming Jin, Qingsong Wen, Yuxuan Liang, et al. <strong>Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook<\/strong><em>. <\/em><em>arXiv.org<\/em>, 2023, abs\/2310.10196<\/span><\/section>\n<blockquote data-type=\"quote_container\">\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u732e\u89e3\u8bfb\u63a8\u6587\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzU2OTA0NzE2NA==&amp;mid=2247638887&amp;idx=1&amp;sn=4ddbff4eca5c90ea0ccb58f42cf9c05f&amp;chksm=fc883e74cbffb762982376b0942973f2b3f1023e25e6ddec3c2c2b636f508d3f9f2450a66ae5&amp;scene=21#wechat_redirect\" textvalue=\"\u5927\u6a21\u578b\u5982\u4f55\u5efa\u6a21\u65f6\u5e8f\uff1f\u83ab\u7eb3\u4ec0\u7b49\u6700\u65b0\u300a\u9762\u5411\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u7684\u5927\u578b\u6a21\u578b\u300b\u7efc\u8ff0\u4e0e\u5c55\u671b\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u5927\u6a21\u578b\u5982\u4f55\u5efa\u6a21\u65f6\u5e8f\uff1f\u83ab\u7eb3\u4ec0\u7b49\u6700\u65b0\u300a\u9762\u5411\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u7684\u5927\u578b\u6a21\u578b\u300b\u7efc\u8ff0\u4e0e\u5c55\u671b<\/a><\/span><\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8be5\u7efc\u8ff0\u4e3b\u8981\u5c06\u73b0\u6709\u6587\u732e\u5206\u7c7b\u4e3a\u4e24\u5927\u7c7b\uff1a\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u5927\u578b\u6a21\u578b\uff08LM4TS\uff09\u548c\u65f6\u7a7a\u6570\u636e\u6316\u6398\uff08LM4STD\uff09\u3002\u57fa\u4e8e\u6b64\uff0c\u8bba\u6587\u8fdb\u4e00\u6b65\u6839\u636e\u6a21\u578b\u8303\u56f4\uff08\u5373\u901a\u7528\u4e0e\u7279\u5b9a\u9886\u57df\uff09\u548c\u5e94\u7528\u9886\u57df\/\u4efb\u52a1\u5bf9\u7814\u7a76\u8fdb\u884c\u5206\u7c7b\u3002\u8bba\u6587\u8fd8\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5168\u9762\u7684\u76f8\u5173\u8d44\u6e90\u96c6\u5408\uff0c\u5176\u4e2d\u5305\u62ec\u6570\u636e\u96c6\u3001\u6a21\u578b\u8d44\u4ea7\u548c\u6709\u7528\u7684\u5de5\u5177\uff0c\u6309\u4e3b\u6d41\u5e94\u7528\u8fdb\u884c\u5206\u7c7b\u3002<strong>\u8be5\u7efc\u8ff0\u6c47\u96c6\u4e86\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217\u548c\u65f6\u7a7a\u6570\u636e\u7684\u5927\u578b\u6a21\u578b\u4e3a\u4e2d\u5fc3\u7684\u7814\u7a76\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u5f3a\u8c03\u4e86\u575a\u5b9e\u7684\u57fa\u7840\u3001\u5f53\u524d\u7684\u8fdb\u5c55\u3001\u5b9e\u9645\u5e94\u7528\u3001\u4e30\u5bcc\u7684\u8d44\u6e90\u548c\u672a\u6765\u7684\u7814\u7a76\u673a\u4f1a\u3002<\/strong><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[2] Yuxuan Liang,&nbsp;Haomin Wen,&nbsp;Yuqi Nie, et al. <strong>Foundation Models for Time Series Analysis: A Tutorial and Survey.<\/strong> <em>arxiv.org<\/em><em>,<\/em> 2024, abs\/2403.14735<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8be5\u7efc\u8ff0\u65e8\u5728\u63d0\u4f9b\u5173\u4e8e\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u57fa\u5ea7\u6a21\u578b\uff08FM\uff09\u7684\u5168\u9762\u6982\u8ff0\u3002\u73b0\u6709\u76f8\u5173\u7efc\u8ff0\u4e3b\u8981\u5173\u6ce8FM\u5728\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u4e2d\u7684\u5e94\u7528\u6216\u6d41\u7a0b\u65b9\u9762\uff0c\u4f46\u5b83\u4eec\u901a\u5e38\u7f3a\u4e4f\u5bf9FM\u4e3a\u4f55\u4ee5\u53ca\u5982\u4f55\u5e2e\u52a9\u65f6\u95f4\u5e8f\u5217\u5206\u6790\u7684\u57fa\u672c\u673a\u5236\u7684\u6df1\u5165\u7406\u89e3\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c<strong>\u8be5\u7efc\u8ff0\u91c7\u7528\u4ee5\u65b9\u6cd5\u8bba\u4e3a\u4e2d\u5fc3\u7684\u5206\u7c7b\uff0c\u52fe\u52d2\u51fa\u65f6\u95f4\u5e8f\u5217FM\u7684\u5404\u79cd\u5173\u952e\u8981\u7d20\uff0c\u5305\u62ec\u6a21\u578b\u67b6\u6784\u3001\u9884\u8bad\u7ec3\u6280\u672f\u3001\u9002\u5e94\u65b9\u6cd5\u548c\u6570\u636e\u6a21\u6001\u3002<\/strong>\u6b64\u5916\uff0c\u8be5\u7efc\u8ff0\u8fd8\u63a2\u8ba8\u4e86\u65f6\u95f4\u5e8f\u5217FM\u672a\u6765\u53ef\u80fd\u7684\u7814\u7a76\u65b9\u5411\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[3] Ming Jin, Yifan Zhang, Wei Chen, et al. <strong>Position Paper: What Can Large Language Models Tell Us about Time Series Analysis.<\/strong> <em>arxiv.org<\/em><em>,<\/em> 2024, abs\/2402.02713<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8be5Position Paper<strong>\u91c7\u7528\u4ee5\u65b9\u6cd5\u8bba\u4e3a\u4e2d\u5fc3\uff0c\u65e8\u5728\u63cf\u8ff0\u5927\u6a21\u578b\u5982\u4f55\u8d4b\u80fd\u65f6\u95f4\u5e8f\u5217\u5206\u6790\uff0c<\/strong>\u5305\u62ec\u5927\u6a21\u578b\u8d4b\u80fd\u589e\u5f3a\u5668\uff08LLM-as-Enhancer\uff09\u3001\u5927\u6a21\u578b\u8d4b\u80fd\u9884\u6d4b\u5668\uff08LLM-as-Predictor\uff09\u3001\u5927\u6a21\u578b\u8d4b\u80fd\u667a\u80fd\u4f53\uff08LLM-as-Agent\uff09\u4e09\u4e2a\u90e8\u5206\u3002\u4ece\u4ee5\u4e0a\u4e09\u65b9\u9762\u5165\u624b\u4ecb\u7ecd\u4e86\u76f8\u5173\u4ee3\u8868\u6027\u8bba\u6587\u4e0e\u672a\u6765\u65b9\u5411\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[4] Azul Garza, Max Mergenthaler-Canseco. <strong>TimeGPT-1<\/strong><em>. arXiv:2310.03589<\/em>, 2023<\/span><\/section>\n<blockquote data-type=\"quote_container\">\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u6587\u732e\u89e3\u8bfb\u63a8\u6587\uff1a\u3010https:\/\/zhuanlan.zhihu.com\/p\/665409859\u3011<\/span><\/section>\n<\/blockquote>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong>\u4e1a\u754c\u9996\u4e2a\u65f6\u5e8f\u57fa\u7840\u6a21\u578bTimeGPT<\/strong>\uff0c\u5e76\u5f00\u653e\u4e86\u76f8\u5173\u6a21\u578b\u7684API\uff08https:\/\/docs.nixtla.io\/\uff09\u4f9b\u7528\u6237\u4f53\u9a8c\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[5] Xingchen Zou, Yibo Yan, Xixuan Hao, et al. <strong>Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook<\/strong><em>. arXiv:2402.19348<\/em>, 2024<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u968f\u7740\u57ce\u5e02\u7684\u4e0d\u65ad\u53d1\u5c55\uff0c\u57ce\u5e02\u8ba1\u7b97\u901a\u8fc7\u5229\u7528\u4e0d\u540c\u6765\u6e90\uff08\u4f8b\u5982\u5730\u7406\u3001\u4ea4\u901a\u3001\u793e\u4ea4\u5a92\u4f53\u548c\u73af\u5883\u6570\u636e\uff09\u548c\u6a21\u6001\uff08\u4f8b\u5982\u65f6\u7a7a\u6570\u636e\uff0c\u89c6\u89c9\u548c\u6587\u672c\u6a21\u6001\uff09\u7684\u8de8\u57df\u6570\u636e\u878d\u5408\u7684\u529b\u91cf\uff0c\u6210\u4e3a\u53ef\u6301\u7eed\u53d1\u5c55\u7684\u5173\u952e\u5b66\u79d1\u3002\u6700\u8fd1\uff0c\u770b\u5230\u5229\u7528\u5404\u79cd\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u4fc3\u8fdb\u667a\u6167\u57ce\u5e02\u8de8\u57df\u6570\u636e\u878d\u5408\u7684\u4e0a\u5347\u8d8b\u52bf\u3002\u4e3a\u6b64\uff0c<strong>\u63d0\u51fa\u4e86\u7b2c\u4e00\u7bc7\u7efc\u8ff0\u2014\u2014\u7cfb\u7edf\u5730\u56de\u987e\u4e86\u4e3a\u57ce\u5e02\u8ba1\u7b97\u91cf\u8eab\u5b9a\u5236\u7684\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u6570\u636e\u878d\u5408\u65b9\u6cd5\u7684\u6700\u65b0\u8fdb\u5c55<\/strong>\u3002\u4e0e\u4e4b\u524d\u7684\u7efc\u8ff0\u76f8\u6bd4\uff0c\u672c\u6587\u66f4\u5173\u6ce8\u6df1\u5ea6\u5b66\u4e60\u65b9\u6cd5\u4e0e\u57ce\u5e02\u8ba1\u7b97\u5e94\u7528\u7684\u534f\u540c\u4f5c\u7528\u3002\u6b64\u5916\uff0c\u8fd8\u9610\u660e\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u548c\u57ce\u5e02\u8ba1\u7b97\u4e4b\u95f4\u7684\u76f8\u4e92\u4f5c\u7528\uff0c\u63d0\u51fa\u4e86\u53ef\u80fd\u5f7b\u5e95\u6539\u53d8\u8be5\u9886\u57df\u7684\u672a\u6765\u7814\u7a76\u65b9\u5411\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: left;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">[6] Wei Chen, Yuxuan Liang, Yuanshao Zhu, et al. <strong>Deep Learning for Trajectory Data Management and Mining: A Survey and Beyond<\/strong><em>. arXiv:2403.14151<\/em>, 2024<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8be5\u8bba\u6587\u5168\u9762\u56de\u987e\u4e86\u6df1\u5ea6\u5b66\u4e60\u5728\u8f68\u8ff9\u6570\u636e\u7ba1\u7406\u548c\u6316\u6398\u7684\u53d1\u5c55\u548c\u6700\u65b0\u8fdb\u5c55\u3002\u9996\u5148\u5b9a\u4e49\u8f68\u8ff9\u6570\u636e\u5e76\u7b80\u8981\u6982\u8ff0\u4e86\u5e7f\u6cdb\u4f7f\u7528\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u3002\u7cfb\u7edf\u5730\u63a2\u7d22\u4e86\u6df1\u5ea6\u5b66\u4e60\u5728\u8f68\u8ff9\u7ba1\u7406\uff08\u9884\u5904\u7406\u3001\u5b58\u50a8\u3001\u5206\u6790\u548c\u53ef\u89c6\u5316\uff09\u548c\u6316\u6398\uff08\u8f68\u8ff9\u76f8\u5173\u9884\u6d4b\u3001\u8f68\u8ff9\u76f8\u5173\u63a8\u8350\u3001\u8f68\u8ff9\u5206\u7c7b\u3001\u884c\u7a0b\u65f6\u95f4\u4f30\u8ba1\u3001\u5f02\u5e38\u68c0\u6d4b\u548c\u79fb\u52a8\u6027\u751f\u6210\uff09\u4e2d\u7684\u5e94\u7528\u3002<strong> \u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u672c\u6587\u8fd8\u6982\u62ec\u4e86\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u6700\u65b0\u8fdb\u5c55\uff0c\u8fd9\u4e9b\u8fdb\u5c55\u5177\u6709\u589e\u5f3a\u8f68\u8ff9\u8ba1\u7b97\u7684\u6f5c\u529b\u3002<\/strong> \u6b64\u5916\uff0c\u672c\u6587\u603b\u7ed3\u4e86\u5e94\u7528\u573a\u666f\u3001\u516c\u5171\u6570\u636e\u96c6\u548c\u5de5\u5177\u5305\uff0c\u5e76\u6700\u540e\u6982\u8ff0\u4e86 DL4Traj \u7814\u7a76\u5f53\u524d\u9762\u4e34\u7684\u6311\u6218\u5e76\u63d0\u51fa\u4e86\u672a\u6765\u7684\u65b9\u5411\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 0px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/p>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u5176\u5b83\u8865\u5145\u53c2\u8003\u6587\u732e<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\">&nbsp;<\/p>\n<ol start=\"1\" class=\"list-paddingleft-2\" style=\"margin-left: 8px;margin-right: 8px;\">\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Zheng et al., Urban computing: concepts, methodologies, and applications. TIST 2014.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">G. Jin et al., Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey. TKDE 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Liang et al., Modelling Trajectories with Neural Ordinary Differential Equations. IJCAI 2021.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Liang et al., TrajFormer: Efficient Trajectory Classification with Transformers. CIKM 2022.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Liang et al., Fine-grained Urban Flow Prediction. WWW 2021.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Xia et al., Deciphering Spatio-Temporal Graph Forecasting: A Causal Lens and Treatment. NeurIPS 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Liang et al., AirFormer: Predicting Nationwide Air Quality in China with Transformers. AAAI 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">M. Jin et al., Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook. arXiv 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">M. Jin et al., Position Paper: What Can Large Language Models Tell Us about Time Series Analysis. arXiv 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Liang et al., Foundation Models for Time Series Analysis: A Tutorial and Survey. arXiv 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Liang et al., Exploring Large Language Models for Human Mobility Prediction under Public Events. arXiv 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">X. Xu et al., Temporal Data Meets LLM -Explainable Financial Time Series Forecasting. arXiv 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Q. Zhang et al., Spatio-Temporal Graph Learning with Large Language Model. Openreview 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">S. Zhang et al., TrafficGPT: Viewing, Processing and Interacting with Traffic Foundation Models. arXiv 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Y. Yan et al., UrbanCLIP: Learning Text-enhanced Urban Region Profiling with Contrastive Language-Image Pretraining from the Web. WWW 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">M. Jin et al., Time-LLM: Time Series Forecasting by Reprogramming Large Language Models. ICLR 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">X. Liu et al., UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting. WWW 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">C. Liu et al., Spatial-Temporal Large Language Model for Traffic Prediction. arXiv 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">X. Wang et al., Where Would I Go Next? Large Language Models as Human Mobility Predictors. arXiv 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">X. Liu et al., LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting. NeurIPS 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Z. Zhou et al., Large language model empowered participatory urban planning. arXiv 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">S. Lai et al., LLMLight: Large Language Models as Traffic Signal Control Agents. arXiv 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Jin M, Koh H Y, Wen Q, et al. A survey on graph neural networks for time series: Forecasting, classification, imputation, and anomaly detection[J]. arXiv preprint arXiv:2307.03759, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Xue H, Salim F D. PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting[J]. 2022.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Zhou T, Niu P, Wang X, et al. One Fits All: Power General Time Series Analysis by Pretrained LM[J]. arXiv preprint arXiv:2302.11939, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Sun C, Li Y, Li H, et al. TEST: Text Prototype Aligned Embedding to Activate LLM&#8217;s Ability for Time Series[J]. arXiv preprint arXiv:2308.08241, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Chang C, Peng W C, Chen T F. Llm4ts: Two-stage fine-tuning for time-series forecasting with pre-trained llms[J]. arXiv preprint arXiv:2308.08469, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Jin M, Wang S, Ma L, et al. Time-llm: Time series forecasting by reprogramming large language models[J]. arXiv preprint arXiv:2310.01728, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Defu Cao, Furong Jia, Sercan O Arik, Tomas Pfister, Yixiang Zheng, Wen Ye, and Yan Liu. 2023. TEMPO: Prompt-based Generative Pre-trained Transformer for Time Series Forecasting. arXiv preprint arXiv:2310.04948 (2023).<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Xu Liu, Junfeng Hu, Yuan Li, Shizhe Diao, Yuxuan Liang, Bryan Hooi, and Roger Zimmermann. 2023. UniTime: A Language-Empowered Unified Model for Cross-Domain Time Series Forecasting. arXiv preprint arXiv:2310.09751 (2023).<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Santosh Palaskar, Vijay Ekambaram, Arindam Jati, Neelamadhav Gantayat, Avirup Saha, Seema Nagar, Nam H Nguyen, Pankaj Dayama, Renuka Sindhgatta, Prateeti Mohapatra, et al. 2023. AutoMixer for Improved Multivariate Time-Series Forecasting on BizITOps Data. arXiv preprint arXiv:2310.20280 (2023).<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Garza A, Mergenthaler-Canseco M. TimeGPT-1[J]. arXiv preprint arXiv:2310.03589, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Rasul K, Ashok A, Williams A R, et al. Lag-Llama: Towards Foundation Models for Time Series Forecasting[J]. arXiv preprint arXiv:2310.08278, 2023.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Woo G, Liu C, Kumar A, et al. Unified training of universal time series forecasting transformers[J]. arXiv preprint arXiv:2402.02592, 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Goswami M, Szafer K, Choudhry A, et al. MOMENT: A Family of Open Time-series Foundation Models[J]. arXiv preprint arXiv:2402.03885, 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Gao S, Koker T, Queen O, et al. UniTS: Building a Unified Time Series Model[J]. arXiv preprint arXiv:2403.00131, 2024.<\/span><\/section>\n<\/li>\n<li style=\"font-size: 14px;color: rgb(63, 63, 63);\">\n<section style=\"text-align: left;margin-bottom: 8px;line-height: 1.6em;\"><span style=\"color: rgb(63, 63, 63);font-size: 14px;\">Ansari A F, Stella L, Turkmen C, et al. Chronos: Learning the language of time series[J]. arXiv preprint arXiv:2403.07815, 2024.<\/span><\/section>\n<\/li>\n<\/ol>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u9605\u8bfb\u6750\u6599\u8f83\u591a\uff0c\u4e3a\u4e86\u66f4\u597d\u5730\u9605\u8bfb\u4f53\u9a8c\uff0c\u53ef\u626b\u63cf\u4e0b\u65b9\u4e8c\u7ef4\u7801\u8fdb\u5165\u96c6\u667a\u6591\u56fe\u9875\u9762\uff0c\u9605\u8bfb\u5e76\u6536\u85cf\u611f\u5174\u8da3\u7684\u8bba\u6587\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"1000\" data-imgfileid=\"100206493\" data-ratio=\"1\"  data-type=\"png\" data-w=\"1000\" data-width=\"1000\" style=\"width: 136px;height: 136px;\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-54d7e27b39618628b66a4249646f520f.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">https:\/\/pattern.swarma.org\/article\/293<\/span><\/section>\n<h5 style=\"text-align: left;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/h5>\n<section style=\"margin-bottom: 0px;\"><br  \/><\/section>\n<h3 style=\"outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;white-space: normal;letter-spacing: 0.544px;background-color: rgb(255, 255, 255);\">\n<section powered-by=\"xiumi.us\" style=\"outline: 0px;letter-spacing: 0.544px;text-align: right;font-size: 13px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 10px;outline: 0px;letter-spacing: 0.544px;text-align: center;\">\n<section style=\"outline: 0px;display: inline-block;vertical-align: middle;\">\n<section style=\"margin-bottom: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;clear: both;line-height: 0;\">\n<section style=\"outline: 0px;line-height: 0;width: 0px;\"><svg viewbox=\"0 0 1 1\" style=\"vertical-align:top;\"><\/svg><\/section>\n<\/section>\n<\/section>\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;border-left: 3px solid rgb(33, 166, 210);border-right: 3px solid rgb(33, 166, 210);border-top-color: rgb(33, 166, 210);border-bottom-color: rgb(33, 166, 210);font-size: 16px;color: rgb(0, 0, 0);line-height: 1.4;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\"><strong style=\"outline: 0px;text-align: left;color: rgb(33, 166, 210);letter-spacing: 0.544px;\"><span style=\"outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;caret-color: rgb(89, 89, 89);\"><strong style=\"outline: 0px;color: rgb(61, 170, 214);letter-spacing: 0.578px;\">\u76f4\u64ad\u4fe1\u606f<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n<section style=\"margin-top: -2px;outline: 0px;font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;\">\n<section style=\"outline: 0px;float: left;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<section style=\"outline: 0px;float: right;width: 8px;height: 3px;background-color: rgb(33, 166, 210);line-height: 0;\"><br style=\"outline: 0px;\"  \/><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n<p style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;font-family: system-ui, -apple-system, &quot;system-ui&quot;, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;letter-spacing: 0.578px;white-space: normal;background-color: rgb(255, 255, 255);line-height: 1.75em;\"><br  \/><\/p>\n<h5 style=\"text-align: left;margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><strong><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u65f6\u95f4\uff1a<\/span><\/strong><\/h5>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2024\u5e745\u67088\u65e5\uff08\u5468\u4e09\uff09\u665a\u4e0a19:00-21:00\uff08\u5317\u4eac\u65f6\u95f4\uff09\u3002<\/span><\/section>\n<section class=\"channels_iframe_wrp\"><mp-common-videosnap class=\"js_uneditable custom_select_card channels_live_iframe\" data-pluginname=\"mpvideosnap\" data-headimgurl=\"https:\/\/wx.qlogo.cn\/finderhead\/PdibpV1sFDHdC5AR6SqCNbOfwAEdPtWSb2Y5v1iaq3YTCocFBPFM1xzQ\/0\" 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63);\">\u53c2\u4e0e\u65b9\u5f0f\uff1a<\/span><\/strong><\/h5>\n<p style=\"margin-left: 8px;margin-right: 8px;line-height: 1.75em;margin-bottom: 8px;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">1\u3001\u96c6\u667a\u4ff1\u4e50\u90e8 B \u7ad9\u514d\u8d39\u76f4\u64ad\uff0c\u626b\u7801\u53ef\u9884\u7ea6\u3002<\/span><\/p>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">2\u3001<span style=\"font-size: 15px;text-decoration: underline;\">\u672c\u671f\u8bfb\u4e66\u4f1a\u516c\u5f00\u8fdb\u884c<\/span>\uff0c\u626b\u7801\u5373\u53ef\u76f4\u63a5\u83b7\u53d6\u8bfb\u4e66\u4f1a\u56de\u770b\u6743\u9650\u3002\u6b22\u8fce\u611f\u5174\u8da3\u7684\u670b\u53cb\u62a5\u540d\u65b0\u4e00\u5b63\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\uff0c\u52a0\u5165\u7fa4\u804a\uff0c\u83b7\u53d6\u7cfb\u5217\u8bfb\u4e66\u4f1a\u56de\u770b\u6743\u9650\uff0c\u6210\u4e3a\u201cTime-LLMs\u201d\u793e\u533a\u7684\u79cd\u5b50\u7528\u6237\uff0c\u4e0e\u793e\u533a\u7684\u4e00\u7ebf\u79d1\u7814\u5de5\u4f5c\u8005\u4e0e\u4f01\u4e1a\u5b9e\u8df5\u8005\u6c9f\u901a\u4ea4\u6d41\uff0c\u5171\u540c\u63a8\u52a8\u793e\u533a\u7684\u53d1\u5c55\u3002<\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><img class=\"rich_pages wxw-img\" data-height=\"400\" data-imgfileid=\"100206492\" data-ratio=\"1\"  data-type=\"png\" data-w=\"400\" data-width=\"400\" style=\"width: 135px;height: 135px;\" src=\"\/wp-content\/uploads\/2024\/05\/wxsync-2024-05-ce118be53efef5ed9bad40ef518ea71f.png\"  \/><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;text-align: center;\"><span style=\"color: rgb(136, 136, 136);font-size: 13px;\">\u6591\u56fe\u5730\u5740\uff1ahttps:\/\/pattern.swarma.org\/study_group_issue\/671<\/span><\/section>\n<h5 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><strong><br  \/><\/strong><\/span><\/h5>\n<h5 style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(33, 166, 210);\"><strong>\u62a5\u540d\u6210\u4e3a\u4e3b\u8bb2\u4eba\uff1a<\/strong><\/span><\/h5>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(63, 63, 63);\">\u8bfb\u4e66\u4f1a\u6210\u5458\u5747\u53ef\u4ee5\u5728\u8bfb\u4e66\u4f1a\u671f\u95f4\u7533\u8bf7\u6210\u4e3a\u4e3b\u8bb2\u4eba\u3002\u4e3b\u8bb2\u4eba\u4f5c\u4e3a\u8bfb\u4e66\u4f1a\u6210\u5458\uff0c\u5747\u9075\u5faa\u5185\u5bb9\u5171\u521b\u5171\u4eab\u673a\u5236\uff0c\u53ef\u4ee5\u83b7\u5f97\u62a5\u540d\u8d39\u9000\u6b3e\uff0c\u5e76\u5171\u4eab\u672c\u8bfb\u4e66\u4f1a\u4ea7\u751f\u7684\u6240\u6709\u5185\u5bb9\u8d44\u6e90\u3002\u5177\u4f53\u89c1\u7cfb\u5217\u8bfb\u4e66\u4f1a\u8be6\u60c5\uff1a<a target=\"_blank\" href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247686949&amp;idx=1&amp;sn=7ac5abf22610981adf2404a7e687542d&amp;chksm=e89941a8dfeec8be14e842eda147c52ca9dcfc2843dca3e21ddf74b5dcff5946befae1303885&amp;scene=21#wechat_redirect\" textvalue=\"\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u5927\u6a21\u578b\u5f00\u542f\u65f6\u5e8f\u65f6\u7a7a\u6570\u636e\u6316\u6398\u65b0\u89c6\u89d2\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u5927\u6a21\u578b\u5f00\u542f\u65f6\u5e8f\u65f6\u7a7a\u6570\u636e\u6316\u6398\u65b0\u89c6\u89d2<\/a><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><code><br  \/><\/code><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><code><br  \/><\/code><\/section>\n<section powered-by=\"xiumi.us\" style=\"margin-top: 10px;margin-bottom: 0px;outline: 0px;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);text-align: center;justify-content: center;\">\n<section style=\"outline: 0px;display: inline-block;width: auto;vertical-align: top;min-width: 10%;height: auto;box-shadow: rgb(0, 0, 0) 0px 0px 0px;border-bottom: 9px solid rgb(169, 215, 227);border-bottom-right-radius: 0px;\">\n<section powered-by=\"xiumi.us\" style=\"margin-bottom: -15px;outline: 0px;\">\n<section style=\"padding-right: 10px;padding-left: 10px;outline: 0px;color: rgb(12, 130, 169);font-size: 16px;line-height: 2;letter-spacing: 3px;\">\n<p style=\"outline: 0px;\"><strong style=\"outline: 0px;\">\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\u62db\u52df\u4e2d<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<section style=\"margin-right: 8px;margin-bottom: 0px;margin-left: 8px;outline: 0px;color: rgb(136, 136, 136);font-family: -apple-system-font, system-ui, &quot;Helvetica Neue&quot;, &quot;PingFang SC&quot;, &quot;Hiragino Sans GB&quot;, &quot;Microsoft YaHei UI&quot;, &quot;Microsoft YaHei&quot;, Arial, sans-serif;font-size: 14px;letter-spacing: 0.544px;white-space: normal;background-color: rgb(255, 255, 255);clear: both;min-height: 1em;line-height: 2em;\"><span style=\"outline: 0px;letter-spacing: 0.544px;font-size: 15px;\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><span style=\"font-size: 15px;color: rgb(136, 136, 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href=\"http:\/\/mp.weixin.qq.com\/s?__biz=MzIzMjQyNzQ5MA==&amp;mid=2247686949&amp;idx=1&amp;sn=7ac5abf22610981adf2404a7e687542d&amp;chksm=e89941a8dfeec8be14e842eda147c52ca9dcfc2843dca3e21ddf74b5dcff5946befae1303885&amp;scene=21#wechat_redirect\" textvalue=\"\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u5927\u6a21\u578b\u5f00\u542f\u65f6\u5e8f\u65f6\u7a7a\u6570\u636e\u6316\u6398\u65b0\u89c6\u89d2\" linktype=\"text\" imgurl=\"\" imgdata=\"null\" data-itemshowtype=\"0\" tab=\"innerlink\" data-linktype=\"2\" rel=\"noopener noreferrer\">\u65f6\u5e8f\u65f6\u7a7a\u5927\u6a21\u578b\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u5927\u6a21\u578b\u5f00\u542f\u65f6\u5e8f\u65f6\u7a7a\u6570\u636e\u6316\u6398\u65b0\u89c6\u89d2<\/a><\/span><span style=\"font-size: 15px;color: rgb(63, 63, 63);\"><br  \/><\/span><\/section>\n<section style=\"margin-left: 8px;margin-right: 8px;margin-bottom: 0px;line-height: 1.75em;\"><br  \/><\/section>\n<section style=\"margin-bottom: 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