{"id":5221,"date":"2026-10-03T13:36:54","date_gmt":"2026-10-03T05:36:54","guid":{"rendered":"https:\/\/icac.mcu.edu.tw\/?p=5221"},"modified":"2026-10-03T13:40:15","modified_gmt":"2026-10-03T05:40:15","slug":"%e7%8b%82%e8%b3%80%e6%9c%ac%e5%ad%b8%e7%a8%8b%e5%ad%b8%e7%94%9f-ngan-ho-kitissac-%e8%88%87%e6%9d%8e%e5%bd%a5%e7%b7%af%e6%a6%ae%e7%8d%b2%e5%9c%8b%e9%9a%9b%e5%ad%b8%e8%a1%93%e8%82%af%e5%ae%9a%ef%bc%81","status":"publish","type":"post","link":"https:\/\/icac.mcu.edu.tw\/zh-hant\/2026\/10\/03\/%e7%8b%82%e8%b3%80%e6%9c%ac%e5%ad%b8%e7%a8%8b%e5%ad%b8%e7%94%9f-ngan-ho-kitissac-%e8%88%87%e6%9d%8e%e5%bd%a5%e7%b7%af%e6%a6%ae%e7%8d%b2%e5%9c%8b%e9%9a%9b%e5%ad%b8%e8%a1%93%e8%82%af%e5%ae%9a%ef%bc%81\/","title":{"rendered":"\u72c2\u8cc0\u672c\u5b78\u7a0b\u5b78\u751f Ngan Ho Kit(Issac) \u8207\u674e\u5f65\u7def\u69ae\u7372\u570b\u969b\u5b78\u8853\u80af\u5b9a\uff01\u517c\u8ac7\u5927\u5b78\u5b78\u7fd2\u8207\u7814\u7a76\u898f\u5283\u7684\u5353\u8d8a\u5178\u7bc4"},"content":{"rendered":"<h3 class=\"query-text-line ng-star-inserted\">\u4eca\u5929\u60f3\u548c\u5927\u5bb6\u5206\u4eab\u5e7e\u500b\u6211\u5011\u5b78\u7a0b\u5b78\u751f\u7684\u597d\u6d88\u606f\uff0c\u4e5f\u5e0c\u671b\u85c9\u7531\u4ed6\u5011\u7684\u5b78\u7fd2\u8207\u7814\u7a76\u6210\u679c\uff0c\u9f13\u52f5\u5927\u5bb6\u66f4\u7a4d\u6975\u5730\u898f\u5283\u81ea\u5df1\u7684\u5927\u5b78\u5b78\u7fd2\u3001\u5c08\u984c\u7814\u7a76\u8207\u672a\u4f86\u767c\u5c55\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\uff081\uff09\u5927\u56db\u5b78\u751f Ngan Ho Kit\uff08Isaac\uff09 \u5728\u6211\u7684\u6307\u5c0e\u4e0b\u5b8c\u6210\u7684\u8ad6\u6587 \u201cCross-Domain Intrusion Detection under Distribution Shift: A Supervision-Constrained Transfer Learning Study\u201d\uff0c\u5df2\u7372 The 8th Eurasia Conference on IoT, Communication and Engineering 2026 (ECICE 2026) \u570b\u969b\u5b78\u8853\u7814\u8a0e\u6703\u63a5\u53d7\u767c\u8868\u3002Isaac \u9810\u8a08\u65bc\u4eca\u5e74 11 \u6708\u51fa\u5e2d ECICE 2026\uff0c\u4e26\u65bc\u7814\u8a0e\u6703\u4e2d\u9032\u884c\u8ad6\u6587\u767c\u8868\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u76ee\u524d Isaac \u5728\u5927\u5b78\u671f\u9593\u5df2\u7d93\u7d2f\u7a4d\u4e86\u591a\u9805\u7814\u7a76\u6210\u679c\uff0c\u5305\u62ec\uff1a<\/h3>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u7372\u5f97\u4e00\u9805 \u570b\u79d1\u6703\u5927\u5c08\u5b78\u751f\u7814\u7a76\u8a08\u756b\u88dc\u52a9\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u5b8c\u6210\u4e00\u7bc7 International Conference Paper\uff0c\u4e26\u7372\u570b\u969b\u7814\u8a0e\u6703\u63a5\u53d7\u767c\u8868\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u76ee\u524d\u6b63\u6301\u7e8c\u6e96\u5099\u53c3\u52a0\u5168\u570b\u6027\u7684 \u8cc7\u8a0a\u61c9\u7528\u670d\u52d9\u5275\u65b0\u7af6\u8cfd\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u4e26\u5728\u6211\u7684\u6307\u5c0e\u4e0b\u5b8c\u6210\u4e00\u7bc7\u8f03\u5b8c\u6574\u4e14\u5177\u7814\u7a76\u6df1\u5ea6\u7684 Journal Paper\uff0c\u76ee\u524d\u5df2\u6295\u7a3f\u4e26\u6b63\u5728\u671f\u520a\u5be9\u67e5\u4e2d\u3002<\/h3>\n<\/li>\n<\/ul>\n<h3 class=\"query-text-line ng-star-inserted\">\u9019\u4e9b\u6210\u679c\u90fd\u662f\u900f\u904e\u9577\u6642\u9593\u7684\u7814\u7a76\u3001\u7a0b\u5f0f\u5be6\u4f5c\u3001\u5be6\u9a57\u5206\u6790\u3001\u8ad6\u6587\u64b0\u5beb\uff0c\u4ee5\u53ca\u4e0d\u65b7\u4fee\u6539\u8207\u6539\u9032\u9010\u6b65\u7d2f\u7a4d\u800c\u4f86\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\uff082\uff09\u6211\u5011\u5b78\u7a0b\u4eca\u5e74\u7562\u696d\u7684\u5b78\u751f \u674e\u5f65\u7def\uff08Rex\uff09\uff0c\u5728\u6211\u7684\u6307\u5c0e\u4e0b\u5b8c\u6210\u7684\u8ad6\u6587 \u201cA Physics-Informed Spatial-Temporal Graph Attention Model for Traffic Forecasting and Interpretable Congestion Propagation Analysis\u201d\uff0c\u5df2\u65bc\u4eca\u5e74 7 \u6708\u7372 CMES \u2013 Computer Modeling in Engineering &amp; Sciences \u570b\u969b\u5b78\u8853\u671f\u520a\u63a5\u53d7\u4e26\u6b63\u5f0f\u767c\u8868\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u8ad6\u6587\u9023\u7d50\uff1a<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">https:\/\/www.techscience.com\/CMES\/v148n2\/68591<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">Rex \u662f\u6211\u5011\u5b78\u7a0b\u6210\u7acb\u4ee5\u4f86\uff0c\u7b2c\u4e00\u4f4d\u5728\u5927\u5b78\u671f\u9593\u5b8c\u6210\u9ad8\u6c34\u6e96\u5b78\u8853\u671f\u520a\u8ad6\u6587\u7814\u7a76\uff0c\u4e26\u6210\u529f\u7372\u5f97\u570b\u969b\u5b78\u8853\u671f\u520a\u63a5\u53d7\u53ca\u6b63\u5f0f\u767c\u8868\u7684\u5b78\u751f\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">Rex \u5728\u5b78\u7a0b\u5c31\u8b80\u671f\u9593\u4e5f\u7d2f\u7a4d\u4e86\u76f8\u7576\u5b8c\u6574\u7684\u7814\u7a76\u8207\u7af6\u8cfd\u6210\u679c\uff0c\u5305\u62ec\uff1a<\/h3>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u7372\u5f97\u4e00\u9805 \u570b\u79d1\u6703\u5927\u5c08\u5b78\u751f\u7814\u7a76\u8a08\u756b\u88dc\u52a9\uff1b<\/h3>\n<\/li>\n<\/ul>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u767c\u8868 2 \u7bc7\u570b\u969b\uff0f\u570b\u5167\u5b78\u8853\u7814\u8a0e\u6703\u8ad6\u6587\uff1a<\/h3>\n<\/li>\n<\/ul>\n<ol class=\"query-numbered-list ng-star-inserted\">\n<li class=\"query-numbered-item ng-star-inserted\">\n<h3>\u201cTranexis: A Smart Management Platform for Predicting Traffic Flow Based on Integrated Time Domain and Spatial Domain Graph Neural Networks,\u201d presented at the IEEE International Conference on Consumer Electronics-Taiwan (ICCE-Taiwan)\uff1b<\/h3>\n<\/li>\n<\/ol>\n<h3 class=\"query-text-line ng-star-inserted\">2. \u201cFrom Black Box to Trustworthy Decision-Making: An Intelligent Credit Risk Management and Recourse System Based on Domain Knowledge-Constrained XAI,\u201d presented at ICIM 2026 \u7b2c37\u5c46\u570b\u969b\u8cc7\u8a0a\u7ba1\u7406\u5b78\u8853\u7814\u8a0e\u6703\uff0c\u570b\u7acb\u81fa\u5317\u79d1\u6280\u5927\u5b78\uff0c2026 \u5e74 5 \u6708 16 \u65e5\uff1b<\/h3>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u5b8c\u6210\u4e26\u6b63\u5f0f\u767c\u8868 1 \u7bc7\u9ad8\u6c34\u6e96 Journal Paper\uff1b<\/h3>\n<\/li>\n<\/ul>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u5728\u6211\u7684\u6307\u5c0e\u4e0b\u9032\u4e00\u6b65\u5b8c\u6210 \u7b2c 2 \u7bc7 Journal Paper\uff0c\u76ee\u524d\u5df2\u6295\u7a3f\u4e26\u6b63\u5728\u671f\u520a\u5be9\u67e5\u4e2d\uff1b<\/h3>\n<\/li>\n<\/ul>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u5728\u5927\u4e09\u3001\u5927\u56db\u671f\u9593\u7a4d\u6975\u53c3\u52a0\u591a\u9805\u5168\u570b\u6027\u7af6\u8cfd\u8207\u5275\u65b0\u6d3b\u52d5\uff0c\u5305\u62ec\uff1a<\/h3>\n<\/li>\n<\/ul>\n<h3 class=\"query-text-line ng-star-inserted\">2026 \u5927\u5c08\u6821\u9662\u8cc7\u8a0a\u61c9\u7528\u670d\u52d9\u5275\u65b0\u7af6\u8cfd\u30012026 \u884c\u52d5\u61c9\u7528\u5275\u65b0\u8cfd\uff08MAIC\uff09\u30012026 \u65b0\u5317\u5e02 AI \u667a\u6167\u57ce\u5e02\u9ed1\u5ba2\u677e\uff0c\u4ee5\u53ca\u9298\u50b3\u5927\u5b78\u7ba1\u7406\u5b78\u9662 2026 \u5275\u696d\u7af6\u8cfd\u7b49\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">Isaac \u548c Rex \u7684\u7d93\u9a57\u90fd\u8aaa\u660e\u4e86\u4e00\u4ef6\u5f88\u91cd\u8981\u7684\u4e8b\u60c5\uff1a\u5927\u5b78\u56db\u5e74\u9664\u4e86\u4fee\u7fd2\u5c08\u696d\u8ab2\u7a0b\u8207\u5b8c\u6210\u5b78\u5206\u4e4b\u5916\uff0c\u66f4\u91cd\u8981\u7684\u662f\u8981\u9010\u6b65\u7d2f\u7a4d\u771f\u6b63\u80fd\u4ee3\u8868\u81ea\u5df1\u7684\u5c08\u696d\u80fd\u529b\u8207\u6210\u679c\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u6211\u4e5f\u5e0c\u671b\u6240\u6709\u540c\u5b78\u53ef\u4ee5\u591a\u53c3\u8003\u4ed6\u5011\u7684\u7d93\u9a57\uff0c\u4f9d\u7167\u81ea\u5df1\u7684\u8208\u8da3\u3001\u80fd\u529b\u8207\u767c\u5c55\u65b9\u5411\uff0c\u63d0\u65e9\u898f\u5283\u4e26\u7a4d\u6975\u53c3\u8207\uff1a<\/h3>\n<ul class=\"query-bullet-list ng-star-inserted\">\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u7562\u696d\u5c08\u984c\u7814\u7a76\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u5b78\u8853\u7814\u7a76\u8207\u8ad6\u6587\u64b0\u5beb\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u570b\u79d1\u6703\u5927\u5c08\u5b78\u751f\u7814\u7a76\u8a08\u756b\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u570b\u5167\u5916\u5c08\u696d\u7af6\u8cfd\u8207\u5275\u65b0\u6d3b\u52d5\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u570b\u969b\u7814\u8a0e\u6703\u8207\u5b78\u8853\u4ea4\u6d41\uff1b<\/h3>\n<\/li>\n<li class=\"query-bullet-item ng-star-inserted\">\n<h3>\u5c08\u696d\u7cfb\u7d71\u3001\u4f5c\u54c1\u96c6\u53ca\u5176\u4ed6\u80fd\u5c55\u73fe\u500b\u4eba\u80fd\u529b\u7684\u6210\u679c\u3002<\/h3>\n<\/li>\n<\/ul>\n<h3 class=\"query-text-line ng-star-inserted\">\u4e26\u4e0d\u662f\u6bcf\u4e00\u4f4d\u540c\u5b78\u90fd\u9700\u8981\u8d70\u5b8c\u5168\u76f8\u540c\u7684\u9053\u8def\uff0c\u4f46\u6211\u5e0c\u671b\u5927\u5bb6\u5728\u5927\u5b78\u671f\u9593\u90fd\u80fd\u70ba\u81ea\u5df1\u8a2d\u5b9a\u76ee\u6a19\uff0c\u4e3b\u52d5\u5c0b\u627e\u6a5f\u6703\uff0c\u8a8d\u771f\u6295\u5165\uff0c\u4e26\u4e00\u6b65\u4e00\u6b65\u7d2f\u7a4d\u5177\u6709\u4ee3\u8868\u6027\u7684\u6210\u679c\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u9019\u4e9b\u7d93\u9a57\u4e0d\u53ea\u662f\u70ba\u4e86\u589e\u52a0\u5c65\u6b77\u4e0a\u7684\u9805\u76ee\uff0c\u66f4\u91cd\u8981\u7684\u662f\u80fd\u57f9\u990a\u4f60\u5011\u7684 \u5c08\u696d\u77e5\u8b58\u3001\u7a0b\u5f0f\u5be6\u4f5c\u3001\u554f\u984c\u5206\u6790\u3001\u7814\u7a76\u80fd\u529b\u3001\u5718\u968a\u5408\u4f5c\u3001\u7c21\u5831\u8868\u9054\u3001\u8ad6\u6587\u5beb\u4f5c\uff0c\u4ee5\u53ca\u7368\u7acb\u89e3\u6c7a\u554f\u984c\u7684\u80fd\u529b\uff0c\u9019\u4e9b\u80fd\u529b\u5c0d\u672a\u4f86\u7533\u8acb\u7814\u7a76\u6240\u3001\u6c42\u8077\uff0c\u4ee5\u53ca\u9577\u671f\u8077\u6daf\u767c\u5c55\u90fd\u6703\u6709\u5f88\u5927\u7684\u5e6b\u52a9\u3002<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u518d\u6b21\u606d\u559c Isaac \u548c Rex\uff0c\u4e5f\u671f\u5f85\u672a\u4f86\u80fd\u5728\u7fa4\u7d44\u4e2d\u5206\u4eab\u66f4\u591a\u540c\u5b78\u7684\u512a\u79c0\u6210\u679c\u8207\u597d\u6d88\u606f\uff01<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u674e\u5927\u885b<\/h3>\n<h3 class=\"query-text-line ng-star-inserted\">\u8cc7\u8a0a\u79d1\u6280\u61c9\u7528\u8207\u7ba1\u7406\u5b78\u4f4d\u5b78\u7a0b \u4e3b\u4efb<\/h3>\n","protected":false},"excerpt":{"rendered":"<p>\u4eca\u5929\u60f3\u548c\u5927\u5bb6\u5206\u4eab\u5e7e\u500b\u6211\u5011\u5b78\u7a0b\u5b78\u751f\u7684\u597d\u6d88\u606f\uff0c\u4e5f\u5e0c\u671b\u85c9\u7531\u4ed6\u5011\u7684\u5b78\u7fd2\u8207\u7814\u7a76\u6210\u679c\uff0c\u9f13\u52f5\u5927\u5bb6\u66f4\u7a4d\u6975\u5730\u898f\u5283\u81ea\u5df1\u7684\u5927\u5b78\u5b78\u7fd2\u3001\u5c08\u984c\u7814\u7a76\u8207 &#8230; <\/p>\n<div><a href=\"https:\/\/icac.mcu.edu.tw\/zh-hant\/2026\/10\/03\/%e7%8b%82%e8%b3%80%e6%9c%ac%e5%ad%b8%e7%a8%8b%e5%ad%b8%e7%94%9f-ngan-ho-kitissac-%e8%88%87%e6%9d%8e%e5%bd%a5%e7%b7%af%e6%a6%ae%e7%8d%b2%e5%9c%8b%e9%9a%9b%e5%ad%b8%e8%a1%93%e8%82%af%e5%ae%9a%ef%bc%81\/\" class=\"more-link\">Read More<\/a><\/div>\n","protected":false},"author":31,"featured_media":5048,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_themeisle_gutenberg_block_has_review":false,"_vp_format_video_url":"","_vp_image_focal_point":[]},"categories":[2],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/posts\/5221"}],"collection":[{"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/users\/31"}],"replies":[{"embeddable":true,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/comments?post=5221"}],"version-history":[{"count":1,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/posts\/5221\/revisions"}],"predecessor-version":[{"id":5222,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/posts\/5221\/revisions\/5222"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/media\/5048"}],"wp:attachment":[{"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/media?parent=5221"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/categories?post=5221"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/icac.mcu.edu.tw\/zh-hant\/wp-json\/wp\/v2\/tags?post=5221"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}