{"id":710,"date":"2025-10-17T10:41:05","date_gmt":"2025-10-17T02:41:05","guid":{"rendered":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/?page_id=710"},"modified":"2025-11-22T11:19:09","modified_gmt":"2025-11-22T03:19:09","slug":"embedded-ai-system-papers","status":"publish","type":"page","link":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/research\/embedded-ai-systems\/embedded-ai-system-papers\/","title":{"rendered":"Embedded AI System-Papers"},"content":{"rendered":"\n<p><em><strong>(AAAI 2026, Acceptance Rate: 17.6%)<\/strong><\/em>\u00a0Qi Fan, An Zou, and Yehan Ma. \u201cTimeBill: Time-Budgeted Inference for Large Language Models..\u201d In the 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26) 2026.<\/p>\n\n\n\n<p><em><strong>(DATE 2026, Acceptance Rate: 25%)<\/strong><\/em>\u00a0Yingtao Shen, Yinchen Ni, Jiace Zhu, Jie Zhao and An Zou. \u201cCompression Space Search: RL-Based Combinational Compression for Neural Networks.\u201d In 2026 Design, Automation &amp; Test in Europe Conference &amp; Exhibition (DATE), pp. 1-6. IEEE, 2026<\/p>\n\n\n\n<p><strong><em>(TCAD 2025)<\/em><\/strong>&nbsp;Yingtao Shen, Xiangjie Li, Yehan Ma, Weidong Cao, Jie Zhao, An Zou. \u2018LEAP: Light Weighting Neural Network Inference through Proactive Early Exiting Prediction.\u201d In IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD), 2025.<\/p>\n\n\n\n<p><strong><em>(DAC 2023, Acceptance Rate: 23%)<\/em><\/strong>&nbsp;Xiangjie Li*<em>, Yingtao Shen*<\/em>, An Zou, Yehan Ma. \u201cEENet: Energy Efficient Neural Networks with Run-time Power Management.\u201d&nbsp;<em>In 2023 60th ACM\/ESDA\/IEEE Design Automation Conference (DAC)<\/em>, pp. 1-6. IEEE, 2023.<\/p>\n\n\n\n<p><strong><em>(AAAI 2023 Oral Presentation Paper, Acceptance Rate: 10.8%)<\/em><\/strong>&nbsp;Li, Xiangjie, Chenfei Lou, Zhengping Zhu, Yuchi Chen, Yingtao Shen, Yehan Ma, and An Zou. \u201cPredictive Exit: Prediction of Fine-Grained Early Exits for Computation-and Energy-Efficient Inference.\u201d&nbsp;<em>Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI-23), 2023<\/em>.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>(AAAI 2026, Acceptance Rate: 17.6%)\u00a0Qi Fan, An Zou, and Yehan Ma. \u201cTimeBill: Time-Budgeted Inference for Large Language Models..\u201d In the 40th Annual AAAI Conference on Artificial Intelligence (AAAI-26) 2026. (DATE 2026, Acceptance Rate: 25%)\u00a0Yingtao Shen, Yinchen Ni, Jiace Zhu, Jie Zhao and An Zou. \u201cCompression Space Search: RL-Based Combinational Compression for Neural Networks.\u201d In 2026 [&hellip;]<\/p>\n","protected":false},"author":42,"featured_media":0,"parent":679,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-710","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/pages\/710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/users\/42"}],"replies":[{"embeddable":true,"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/comments?post=710"}],"version-history":[{"count":2,"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/pages\/710\/revisions"}],"predecessor-version":[{"id":793,"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/pages\/710\/revisions\/793"}],"up":[{"embeddable":true,"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/pages\/679"}],"wp:attachment":[{"href":"https:\/\/sites.gc.sjtu.edu.cn\/zouan\/wp-json\/wp\/v2\/media?parent=710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}