{"id":88805,"date":"2025-10-28T14:43:55","date_gmt":"2025-10-28T06:43:55","guid":{"rendered":"http:\/\/cips-cl.org\/?p=88805"},"modified":"2025-10-28T14:43:56","modified_gmt":"2025-10-28T06:43:56","slug":"%e5%a4%a7%e6%a8%a1%e5%9e%8b%e5%89%8d%e6%b2%bf%e6%8a%80%e6%9c%af%e6%8a%a5%e5%91%8a%e2%91%a5-%e9%a6%99%e6%b8%af%e5%9f%8e%e5%b8%82%e5%a4%a7%e5%ad%a6%e8%8c%83%e5%87%a4%e7%a3%8a%ef%bc%9amodel-compression","status":"publish","type":"post","link":"http:\/\/cips-cl.org\/?p=88805","title":{"rendered":"\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\u62a5\u544a\u2465 | \u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u8303\u51e4\u78ca\uff1aModel Compression via Dynamic System"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\u62a5\u544a\u7cfb\u5217\u76f4\u64ad\u8bfe\u662f\u7531\u4e2d\u56fd<strong>\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u8ba1\u7b97\u8bed\u8a00\u5b66\u4e13\u4e1a\u59d4\u5458\u4f1a\u4e3b\u529e<\/strong>\uff0c<strong>\u5e76\u884c\u79d1\u6280\u627f\u529e<\/strong>\u7684<strong>\u7cfb\u5217\u516c\u76ca\u76f4\u64ad\u8bfe<\/strong>\uff0c\u65e8\u5728\u5206\u4eab\u5927\u6a21\u578b\u6280\u672f\u524d\u6cbf\u5b66\u672f\u6210\u679c\u548c\u666e\u53ca\u5927\u6a21\u578b\u7b97\u529b\u5e94\u7528\uff0c\u9762\u5411\u76f8\u5173\u9886\u57df\u7684\u79d1\u7814\u5de5\u4f5c\u8005\u548c\u9ad8\u6821\u5e08\u751f\u5c55\u5f00\u3002<\/p>\n\n\n\n<p>\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\u62a5\u544a\u7cfb\u5217\u76f4\u64ad\u8bfe<strong>\u56fa\u5b9a\u64ad\u51fa\u6863\u671f\u4e3a\u6bcf\u6708\u7b2c\u4e09\u5468\u5468\u56db19:00<\/strong>\u3002\u6bcf\u671f\u9080\u8bf7\u4e00\u4f4d\u5927\u6a21\u578b\u9886\u57df\u7684\u77e5\u540d\u4e13\u5bb6\u5b66\u8005\uff0c\u8fdb\u884c\u7ea6\u4e00\u5c0f\u65f6\u7684\u5b66\u672f\u62a5\u544a\u5206\u4eab\u3002\u76f4\u64ad\u8bfe\u7684\u64ad\u51fa\u5e73\u53f0\u4e3a\uff1a<strong>\u89c6\u9891\u53f7\u3010\u5e76\u884c\u79d1\u6280\u3011<\/strong>\u3001<strong>B\u7ad9\u3010\u5e76\u884c\u79d1\u6280\u3011<\/strong>\u3002\u6b22\u8fce\u89c2\u770b\u4e0e\u4ea4\u6d41\u3002<\/p>\n<\/blockquote>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"526\" height=\"1024\" src=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248-526x1024.jpg\"  class=\"wp-image-88806\" srcset=\"http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248-526x1024.jpg 526w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248-154x300.jpg 154w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248-768x1495.jpg 768w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248-789x1536.jpg 789w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248-1052x2048.jpg 1052w, http:\/\/cips-cl.org\/wp-content\/uploads\/2025\/10\/\u7ad6\u7248.jpg 1080w\" sizes=\"auto, (max-width: 526px) 100vw, 526px\" title=\"\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\u62a5\u544a\u2465 | \u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u8303\u51e4\u78ca\uff1aModel Compression via Dynamic System\u63d2\u56fe\" alt=\"\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\u62a5\u544a\u2465 | \u9999\u6e2f\u57ce\u5e02\u5927\u5b66\u8303\u51e4\u78ca\uff1aModel Compression via Dynamic System\u63d2\u56fe\" \/><\/figure>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\"><strong>\u7279\u9080\u8bb2\u8005<\/strong><\/h3>\n\n\n\n<p>Dr. Fenglei Fan is currently an Assistant Professor with Department of Data Science, City University of Hong Kong. He is the Chief Scientist of the Huawei Key Project. His primary research interests lie in NeuroAI and its applications in model compression. He was the recipients of the IBM AI Horizon Scholarship, the 2021 International Neural Network Society Doctoral Dissertation Award, andHe won OlympusMons Pioneering Award, a prestigious award in the field of storage. He has one paper selected as one of few 2024 CVPR Best Paper Award Candidates, one won the IEEE Nuclear and Plasma Society IEEE TRPMS Best Paper Award, and one ESI highly cited paper. He organized special issues in journals like IEEE TRPMS, presented three tutorials in AAAI2023, IJCNN25, and WWW2025, and served as (senior) program committee members in AAAI and IJCAI.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u76f4\u64ad\u6458\u8981<\/strong><\/h3>\n\n\n\n<p>Deep learning, represented by deep artificial neural networks, has been dominating numerous important research fields in the past decade. Although the invention of the neural network was to mimic a human&#8217;s brain, the current development of deep learning is not primarily driven by the increasingly growing understanding to the brain. Brain is the most intelligent system we have ever known so far, although the brain remains vastly undiscovered, it is clear that the existing deep learning still goes far behind human brain in many important aspects such as efficiency, interpretability, memory, etc. Given the incredible capability of the human brain, we argue that neuroscience can always offer support for deep learning as a think tank and a validation means. In this talk, we discuss drawing the mechanism of genome bottleneck into deep learning, with an emphasis on solving problems in model compression, which is to facilitate the deployment of large models.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5927\u6a21\u578b\u524d\u6cbf\u6280\u672f\u62a5\u544a\u7cfb\u5217\u76f4\u64ad\u8bfe\u662f\u7531\u4e2d\u56fd\u4e2d\u6587\u4fe1\u606f\u5b66\u4f1a\u8ba1\u7b97\u8bed\u8a00\u5b66\u4e13\u4e1a\u59d4\u5458\u4f1a\u4e3b\u529e\uff0c\u5e76\u884c\u79d1\u6280\u627f\u529e\u7684\u7cfb\u5217\u516c\u76ca\u76f4\u64ad\u8bfe\uff0c\u65e8\u5728\u5206&hellip;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[266],"tags":[],"class_list":["post-88805","post","type-post","status-publish","format-standard","hentry","category-news","category-266","description-off"],"_links":{"self":[{"href":"http:\/\/cips-cl.org\/index.php?rest_route=\/wp\/v2\/posts\/88805","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/cips-cl.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/cips-cl.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/cips-cl.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/cips-cl.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=88805"}],"version-history":[{"count":2,"href":"http:\/\/cips-cl.org\/index.php?rest_route=\/wp\/v2\/posts\/88805\/revisions"}],"predecessor-version":[{"id":88808,"href":"http:\/\/cips-cl.org\/index.php?rest_route=\/wp\/v2\/posts\/88805\/revisions\/88808"}],"wp:attachment":[{"href":"http:\/\/cips-cl.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=88805"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/cips-cl.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=88805"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/cips-cl.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=88805"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}