{"id":91,"date":"2023-10-11T23:09:24","date_gmt":"2023-10-11T14:09:24","guid":{"rendered":"https:\/\/ains.wqo.me\/?page_id=91"},"modified":"2026-03-13T14:40:21","modified_gmt":"2026-03-13T05:40:21","slug":"bio-inspired-algorithm-technology","status":"publish","type":"page","link":"https:\/\/ains.cau.ac.kr\/?page_id=91","title":{"rendered":"AI-Native Semantic Communications"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"alignnone wp-image-451 size-large\" src=\"https:\/\/ains.cau.ac.kr\/wp-content\/uploads\/2026\/01\/ains_image_3-1024x490.png\" alt=\"\" width=\"525\" height=\"251\" srcset=\"https:\/\/ains.cau.ac.kr\/wp-content\/uploads\/2026\/01\/ains_image_3-1024x490.png 1024w, https:\/\/ains.cau.ac.kr\/wp-content\/uploads\/2026\/01\/ains_image_3-300x143.png 300w, https:\/\/ains.cau.ac.kr\/wp-content\/uploads\/2026\/01\/ains_image_3-768x367.png 768w, https:\/\/ains.cau.ac.kr\/wp-content\/uploads\/2026\/01\/ains_image_3-1536x734.png 1536w, https:\/\/ains.cau.ac.kr\/wp-content\/uploads\/2026\/01\/ains_image_3-2048x979.png 2048w\" sizes=\"auto, (max-width: 525px) 100vw, 525px\" \/><br \/>\nWe research next-generation communication paradigms that go beyond simple data transmission to convey the meaning of information.<br \/>\n<code>  <\/code> Semantic Communications: Developing AI-native wireless communication technologies that effectively compress and restore semantic information by applying Transformer-based shared embedding and attention mechanisms.<br \/>\n<code>  <\/code> Federated Learning:\u00a0Researching technologies to improve spectrum and energy efficiency based on Federated Learning, where distributed devices learn cooperatively to achieve both privacy protection and communication efficiency.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We research next-generation communication paradigms that go beyond simple data transmission to convey the meaning of information. Semantic Communications: Developing AI-native wireless communication technologies that effectively compress and restore semantic information by applying Transformer-based shared embedding and attention mechanisms. Federated Learning:\u00a0Researching technologies to improve spectrum and energy efficiency based on Federated Learning, where distributed devices &hellip; <\/p>\n<p class=\"link-more\"><a href=\"https:\/\/ains.cau.ac.kr\/?page_id=91\" class=\"more-link\">Continue reading<span class=\"screen-reader-text\"> &#8220;AI-Native Semantic Communications&#8221;<\/span><\/a><\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-91","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/91","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=91"}],"version-history":[{"count":24,"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/91\/revisions"}],"predecessor-version":[{"id":639,"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=\/wp\/v2\/pages\/91\/revisions\/639"}],"wp:attachment":[{"href":"https:\/\/ains.cau.ac.kr\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=91"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}