{"id":3518,"date":"2025-11-10T21:44:04","date_gmt":"2025-11-11T01:44:04","guid":{"rendered":"https:\/\/engineering.purdue.edu\/dcsl\/?page_id=3518"},"modified":"2026-04-05T23:31:48","modified_gmt":"2026-04-06T03:31:48","slug":"resilient-ai","status":"publish","type":"page","link":"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/resilient-ai\/","title":{"rendered":"Resilient AI"},"content":{"rendered":"<p style=\"text-align: left;\">To view publications by project, click the buttons down below:<\/p>\n<div class=\"btn-group-vertical\" style=\"text-align: left;\" role=\"group\" aria-label=\"Publication by Project\"><a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/\"><button class=\"btn btn-primary\" type=\"button\">All Publications<\/button><\/a><br \/>\n<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/fault-tolerance-for-distributed-applications\/\"><button class=\"btn btn-primary\" type=\"button\">Fault Tolerance for Distributed Applications<\/button><\/a><br \/>\n<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/resilient-wireless-networks\/\"><button class=\"btn btn-primary\" type=\"button\">Resilient Wireless Networks<\/button><\/a><br \/>\n<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/distributed-secure-systems\/\"><button class=\"btn btn-primary\" type=\"button\">Distributed Secure Systems<\/button><\/a><br \/>\n<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/resilient-ai\/\"><button class=\"btn btn-primary\" type=\"button\">Resilient AI<\/button><\/a><br \/>\n<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/phd-theses\/\"><button class=\"btn btn-primary\" type=\"button\">PhD Theses by DCSL Members<\/button><\/a><br \/>\n<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications-by-year\/miscellaneous\/\"><button class=\"btn btn-primary\" type=\"button\">Miscellaneous<\/button><\/a><\/div>\n<h2>2026<\/h2>\n<ol>\n<li><strong>SenSys<br \/>\n<\/strong>&#8220;<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications\/papers\/2026\/approxbit-sensys26.pdf\">ApproxBit: Efficient Video Analytics through Latency-Aware Offloading with Learned Binary Codes<\/a>,&#8221; <a href=\"https:\/\/engineering.purdue.edu\/dcsl\/resilient-wireless-networks\/\"><span class=\" authors\"><span class=\"badge badge-success\">Resilient Cyber-Physical Systems<\/span><\/span><\/a> <span class=\"badge\">Resilient AI<\/span><br \/>\nHyunseung Kim, Sheetal Prasanna; Yin Li (U of Wisconsin at Madison); Somali Chaterji, and Saurabh Bagchi. To appear at the ACM\/IEEE International Conference on Embedded Artificial Intelligence and Sensing Systems <strong>(SenSys)<\/strong>, pp. 1-14, May 2026. (Acceptance rate: 52\/263 = 19.8% (Round in November)).&nbsp;[ <a href=\"https:\/\/sprasan3.github.io\/edge-server-demo\/\">Video demo<\/a> ]<\/li>\n<\/ol>\n<h2>2025<\/h2>\n<ol>\n<li><strong>NeurIPS<\/strong><br \/>\n&#8220;<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications\/papers\/2025\/camila-NeurIPS25.pdf\">CAMILA: Context-Aware Masking for Image Editing with Language Alignment<\/a>,&#8221; <span class=\"badge\">Resilient AI<\/span> Hyunseung Kim; Chiho Choi, Srikanth Malla, Sai Prahladh Padmanabhan (Samsung USA); Saurabh Bagchi; Joon Hee Choi (Samsung). Accepted to appear at 39th Annual Conference on Neural Information Processing Systems <strong>(NeurIPS)<\/strong>, pp. 1-13, December 2-7, 2025. (Acceptance rate: 5,290\/21,575 = 24.5%)<\/li>\n<li><strong>ICCV<\/strong><br \/>\n&#8220;<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications\/papers\/2025\/Learning_to_Inference_ICCV_2025.pdf\">Learning to inference adaptively for multimodal large language models<\/a>,&#8221; <span class=\"badge\">Resilient AI<\/span> Zhuoyan Xu, Khoi Duc Nguyen (University of Wisconsin at Madison); Preeti Mukherjee, Saurabh Bagchi, Somali Chaterji; Yingyu Liang, and Yin Li (University of Wisconsin at Madison). Appeared at the International Conference on Computer Vision <strong>(ICCV)<\/strong>, pp. 3552-3563, October 19-23, 2025. (Acceptance rate: 2,698\/11,152 = 24.2%)<\/li>\n<li><strong>UAI<br \/>\n<\/strong>&#8220;<a href=\"https:\/\/engineering.purdue.edu\/dcsl\/publications\/papers\/2025\/root-cause-analysis_uai25.pdf\">Root Cause Analysis of Failures from Partial Causal Structures<\/a>,&#8221; <span class=\"badge\">Resilient AI<\/span><br \/>\nAzam Ikram, Kenneth Lee (Joint first authors); Shubham Agarwal, Shiv Kumar Saini (Adobe Research); Saurabh Bagchi, and Murat Kocaoglu. In The 41st Conference on Uncertainty in Artificial Intelligence <strong>(UAI)<\/strong>, pp. 1-12, July 21-25, 2025. (Acceptance rate: 230\/750 = 30.7%)<\/li>\n<\/ol>\n<h2>2024<\/h2>\n<h2>2023<\/h2>\n<h2>2022<\/h2>\n<h2>2021<\/h2>\n<h2>2020<\/h2>\n<h2>2019<\/h2>\n<h2>2018<\/h2>\n<h2>2017<\/h2>\n<h2>2016<\/h2>\n<h2>2015<\/h2>\n<h2>2014<\/h2>\n<h2>2013<\/h2>\n<h2>2012<\/h2>\n<h2>2011<\/h2>\n<h2>2010<\/h2>\n<h2>2009<\/h2>\n<h2>2008<\/h2>\n<h2>2007<\/h2>\n<h2>2006<\/h2>\n<h2>2005<\/h2>\n<h2>2004<\/h2>\n<h2>2003<\/h2>\n<div style=\"text-align: left;\" align=\"center\"><strong>Copyright notice:<\/strong> Personal use of this material is permitted. However, permission to reprint\/republish this material for advertising or promotional<br \/>\npurposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work<br \/>\nin other works must be obtained from the appropriate publisher (IEEE, ACM, Elsevier, etc.)<\/div>\n<p><!--more--><\/p>\n","protected":false},"excerpt":{"rendered":"<p>To view publications by project, click the buttons down below: All Publications Fault Tolerance for Distributed Applications Resilient Wireless Networks Distributed Secure Systems Resilient AI PhD Theses by DCSL Members Miscellaneous 2026 SenSys &#8220;ApproxBit: Efficient Video Analytics through Latency-Aware Offloading with Learned Binary Codes,&#8221; Resilient Cyber-Physical Systems Resilient AI Hyunseung Kim, Sheetal Prasanna; Yin Li [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":73,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"tags":[],"_links":{"self":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/3518"}],"collection":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/comments?post=3518"}],"version-history":[{"count":7,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/3518\/revisions"}],"predecessor-version":[{"id":3625,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/3518\/revisions\/3625"}],"up":[{"embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/pages\/73"}],"wp:attachment":[{"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/media?parent=3518"}],"wp:term":[{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/engineering.purdue.edu\/dcsl\/wp-json\/wp\/v2\/tags?post=3518"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}