{"id":2645,"date":"2025-01-06T11:44:52","date_gmt":"2025-01-06T11:44:52","guid":{"rendered":"https:\/\/www.um.org\/umap2025\/?page_id=2645"},"modified":"2026-01-04T16:41:57","modified_gmt":"2026-01-04T21:41:57","slug":"call-for-late-breaking-results-and-demos","status":"publish","type":"page","link":"https:\/\/www.um.org\/umap2026\/call-for-late-breaking-results-and-demos\/","title":{"rendered":"Call for Late-Breaking Results and Demos"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"2645\" class=\"elementor elementor-2645\">\n\t\t\t\t<div class=\"elementor-element elementor-element-281368a5 e-con-full e-flex e-con e-parent\" data-id=\"281368a5\" data-element_type=\"container\" id=\"umap-home-image\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;position&quot;:&quot;absolute&quot;}\">\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-667ccbe5 e-con-full umap-title e-flex e-con e-parent\" data-id=\"667ccbe5\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-58cb84bb elementor-widget elementor-widget-heading\" data-id=\"58cb84bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Call for Late-Breaking Results and Demos<\/h1>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-208869ab e-con-full e-flex e-con e-parent\" data-id=\"208869ab\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2dc6ee27 elementor-widget elementor-widget-spacer\" data-id=\"2dc6ee27\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-8b6491b umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"8b6491b\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2f44955 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"2f44955\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0815243 elementor-widget elementor-widget-text-editor\" data-id=\"0815243\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">ACM UMAP is the premier international conference that brings together research in AI and HCI to support effective human-AI collaboration via interactive systems that can model, adapt, and personalize to their users. The conference is sponsored by ACM SIGCHI and SIGWEB User Modeling Inc., as the core Steering Committee oversees the conference organization. UMAP operates under the ACM Conference Code of Conduct.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-959ae70 elementor-widget elementor-widget-spacer\" data-id=\"959ae70\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6f7ed10 e-con-full e-flex e-con e-child\" data-id=\"6f7ed10\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b8a73fd elementor-widget elementor-widget-text-editor\" data-id=\"b8a73fd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">ACM UMAP 2026 invites Late-Breaking Results (LBR) papers as well as Demonstrations (demos) of innovative UMAP-based systems (including research prototypes). The topics for these submissions are the same as the ones included in the <\/span><a href=\"https:\/\/www.um.org\/umap2026\/call-for-full-short-papers\/\"><span style=\"font-weight: 400;\">Call for Full and Short Papers<\/span><\/a><span style=\"font-weight: 400;\">. However, their scope, timing, and length are different. In particular, the maximum length of LBR papers is shorter than that of short papers from the main track. More importantly, LBR papers are <\/span><b>expected to present innovative ideas that are still being explored and have shown some promising results<\/b><span style=\"font-weight: 400;\">. The track is also a dissemination channel for <\/span><b>new research directions<\/b><span style=\"font-weight: 400;\">. Mature results that have already undergone extensive experimental validation are more suitable for the general call, either as a full or short paper. Note that LBR papers are also to be presented in person at the conference in poster format, allowing for more informal discussion of the ideas shared.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-56ca69e elementor-widget elementor-widget-spacer\" data-id=\"56ca69e\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-51f5d14 elementor-widget elementor-widget-text-editor\" data-id=\"51f5d14\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Demos are intended to present systems relevant to the UMAP conference. These should either have been used to achieve the research outcomes presented as full and short papers, or currently be used as a platform for future research. As such, we highly recommend authors of accepted full and short papers to also prepare a submission for a demo of their system to be showcased at the conference in the LBR and Demo session.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b5bdccc elementor-widget elementor-widget-spacer\" data-id=\"b5bdccc\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6c7e319 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"6c7e319\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Important Dates<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4a65993 e-con-full e-grid no-margin-paragraph e-con e-child\" data-id=\"4a65993\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-974ba8c elementor-widget elementor-widget-text-editor\" data-id=\"974ba8c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>March 30, 2026<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-579bf91 elementor-widget elementor-widget-text-editor\" data-id=\"579bf91\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Submission<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-02e49f8 elementor-widget elementor-widget-text-editor\" data-id=\"02e49f8\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>April 21, 2026<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4224dc2 elementor-widget elementor-widget-text-editor\" data-id=\"4224dc2\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Notification of Acceptance<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-33dcf0e elementor-widget elementor-widget-text-editor\" data-id=\"33dcf0e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>April 28, 2026<\/strong><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f3bc070 elementor-widget elementor-widget-text-editor\" data-id=\"f3bc070\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Camera-ready Submission (TAPS system)<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1df81f6 elementor-widget elementor-widget-text-editor\" data-id=\"1df81f6\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong>Note<\/strong>: the submission deadline is at 11:59 pm <a href=\"https:\/\/www.timeanddate.com\/time\/zones\/aoe\">AoE (Anywhere on Earth)<\/a> time.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-57208548 e-con-full e-flex e-con e-parent\" data-id=\"57208548\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-329027a6 elementor-widget elementor-widget-spacer\" data-id=\"329027a6\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-0b169f2 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"0b169f2\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-c75c8bf e-con-full e-flex e-con e-child\" data-id=\"c75c8bf\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7caa756 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"7caa756\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Submission <\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-c25014f e-con-full e-flex e-con e-child\" data-id=\"c25014f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b80bba elementor-widget elementor-widget-text-editor\" data-id=\"6b80bba\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">All submissions must be written in English. They should be submitted electronically, in a PDF format, through the EasyChair submission system, <\/span><a href=\"https:\/\/easychair.org\/my\/conference?conf=umap2026\"><span style=\"font-weight: 400;\">https:\/\/easychair.org\/my\/conference?conf=umap2026<\/span><\/a><span style=\"font-weight: 400;\">, by selecting the \u201cUMAP26 Late Breaking Results and Demo Papers\u201d track and, subsequently, choosing the specific format (LBR or demos).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d2c9dc6 e-con-full e-flex e-con e-parent\" data-id=\"d2c9dc6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-454fbe5 elementor-widget elementor-widget-spacer\" data-id=\"454fbe5\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-79ec69f umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"79ec69f\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-0286407 e-con-full e-flex e-con e-child\" data-id=\"0286407\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8ae947e heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"8ae947e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Late-Breaking Results Format<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-bcfccc6 e-con-full e-flex e-con e-child\" data-id=\"bcfccc6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-b1fd11a elementor-widget elementor-widget-text-editor\" data-id=\"b1fd11a\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><strong>Page Limit.<\/strong> <\/span><span style=\"font-weight: 400;\">Up to 4 pages, including references (figures, tables, proofs, appendices, acknowledgments, and any other content count toward the page limit).<\/span><\/p><p><strong>Proceedings. <\/strong><span style=\"font-weight: 400;\">Publication in the ACM UMAP 2026 main proceedings. Please note that LBR papers will be exempt from the ACM Open APCs (Article Processing Charges), as they fall under the \u201cwork in progress\u201d category.<\/span><\/p><p><strong>Presentation format. <\/strong><span style=\"font-weight: 400;\">Presented in-person (physically) as a poster during the conference.<\/span><\/p><p><strong>Description. <\/strong><span style=\"font-weight: 400;\">LBRs are research-in-progress that must contain original and unpublished accounts of innovative research ideas and preliminary results, addressing both the theory and practice of UMAP. In addition, papers introducing recently started research projects or summarizing project results are welcome. We encourage researchers and practitioners to submit late-breaking work as it provides a unique opportunity for sharing valuable ideas, eliciting useful feedback on early-stage work, and fostering discussions and collaborations among colleagues.<\/span><\/p><p><span style=\"font-weight: 400;\">In case papers rejected in the main track (i.e., submitted as full or short papers) are submitted to this track, they should be revised. On the one hand, they should take into account the comments made to help improve the paper. On the other hand, they should also fulfill the scope of the LBR, which emphasizes the novelty of ideas. This is also valid for papers that have been recommended as an LBR when rejected in the main track.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-615334e heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"615334e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Demos Format<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6582877 elementor-widget elementor-widget-text-editor\" data-id=\"6582877\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\"><strong>Page Limit.<\/strong> <\/span><span style=\"font-weight: 400;\">Up to 3 pages, including references and all other content (figures, tables, proofs, appendices, acknowledgments, etc.). On an extra page (not to be published), submissions should include a specification of the technical requirements for demonstrating the system at UMAP 2026.<\/span><\/p><p><strong>Supporting Material. <\/strong><span style=\"font-weight: 400;\">Video or external material demonstrating the system.<\/span><\/p><p><strong>Proceedings. <\/strong><span style=\"font-weight: 400;\">Publication in ACM UMAP 2026 main proceedings. Please note that Demo papers will be exempt from the ACM Open APCs (Article Processing Charges), as they fall under the \u201cDemonstration\u201d category.<\/span><\/p><p><strong>Presentation format. <\/strong><span style=\"font-weight: 400;\">Presented in-person (physically) as a demo, plus as a poster during the conference.<\/span><\/p><p><strong>Description. <\/strong><span style=\"font-weight: 400;\">Demos will showcase research (system) prototypes, industry showcases, and commercially available products in a dedicated session. Demo submissions must be based on an implemented and tested system that pursues one or more innovative ideas in the interest areas of the conference. Demonstrations are an excellent and exciting way to showcase implementations and receive valuable feedback from the community, especially for those papers that have been presented in the main track. Each demo submission must make clear which aspects of the system will be demonstrated, and how these will be demonstrated on-site as well as online.<\/span><\/p><p><span style=\"font-weight: 400;\">To better identify the value of demos, we also encourage authors to submit a pointer to a screencast (max. 5 minutes on Vimeo or YouTube) or any external material related to the demo (e.g., shared code on GitHub).<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2976de elementor-widget elementor-widget-spacer\" data-id=\"b2976de\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-230f67b heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"230f67b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">More Details<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc3ddd8 elementor-widget elementor-widget-spacer\" data-id=\"dc3ddd8\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb45363 elementor-widget elementor-widget-text-editor\" data-id=\"cb45363\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h5><span style=\"font-weight: 400;\">Non-Anonymity<\/span><\/h5><p><span style=\"font-weight: 400;\">Submissions for both LBR and demos will be reviewed single-masked (i.e., authors\u2019 names must be included in the papers), thus there is no need to anonymize before submission.<\/span><\/p><h5><span style=\"font-weight: 400;\">Template<\/span><\/h5><p><span style=\"font-weight: 400;\">Following the <\/span><a href=\"https:\/\/www.acm.org\/publications\/taps\/word-template-workflow\"><span style=\"font-weight: 400;\">ACM Publication Workflow<\/span><\/a><span style=\"font-weight: 400;\">, the proposal should be arranged based on the new ACM two-column format. Instructions for the organizers are given below:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">LaTeX (use \\documentclass[review,sigconf]{acmart} in the sample-authordraft.tex file for two-column). Please carefully follow the ACM\u2019s instructions for <\/span><a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/preparing-your-article-with-latex\"><span style=\"font-weight: 400;\">preparing your article with LaTeX.<\/span><\/a><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Overleaf (use \\documentclass[review,sigconf]{acmart} for two-column). Please carefully follow the ACM\u2019s instructions for <\/span><a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/overleaf\"><span style=\"font-weight: 400;\">preparing your article with Overleaf.<\/span><\/a><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Word. Please carefully follow the ACM\u2019s instructions for <\/span><a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/preparing-your-article-with-microsoft-word\"><span style=\"font-weight: 400;\">preparing your article with Microsoft Word<\/span><\/a><span style=\"font-weight: 400;\">, ignoring the single-column instructions and the single-column submission template. Please use the <\/span><a href=\"https:\/\/www.acm.org\/binaries\/content\/assets\/publications\/word_style\/interim-template-style\/interim-layout.docx\"><span style=\"font-weight: 400;\">double-column Word template<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/li><\/ul><p><span style=\"font-weight: 400;\">Should you have any questions or issues going through the instructions above, please contact support at acmtexsupport@aptaracorp.com for LaTeX and Microsoft Word inquiries.<\/span><\/p><h5><span style=\"font-weight: 400;\">Accessibility<\/span><\/h5><p><span style=\"font-weight: 400;\">Authors are strongly encouraged to provide \u201calt text\u201d (alternative text) for floats (images, tables, etc.) in their content so that readers with disabilities can be given descriptive information for these floats that are important to the work. The descriptive text will be displayed in place of a float if the float cannot be loaded. This benefits the author, and it broadens the reader base for the author\u2019s work. Moreover, the alt text provides in-depth float descriptions to search engine crawlers, which helps to properly index these floats. Additionally, authors should follow the <\/span><a href=\"https:\/\/authors.acm.org\/proceedings\/production-information\/describing-figures\"><span style=\"font-weight: 400;\">ACM Accessibility Recommendations for Publishing in Color and SIG ACCESS guidelines on describing figures.<\/span><\/a><\/p><h5><span style=\"font-weight: 400;\">Submission Policy<\/span><\/h5><p><span style=\"font-weight: 400;\">All submissions and reviews will be handled electronically. ACM UMAP has a no dual submission policy, which is why submitted manuscripts should not be currently under review at another publication venue. Particularly, please consider the following ACM\u2019s publication policies:<\/span><\/p><ul><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cBy submitting your article to an ACM Publication, you are hereby acknowledging that you and your co-authors are subject to all <\/span><a href=\"https:\/\/www.acm.org\/publications\/policies\"><span style=\"font-weight: 400;\">ACM Publications Policies,<\/span><\/a><span style=\"font-weight: 400;\"> including <\/span><a href=\"https:\/\/www.acm.org\/publications\/policies\/research-involving-human-participants-and-subjects\"><span style=\"font-weight: 400;\">ACM\u2019s new Publications Policy on Research Involving Human Participants and Subjects.<\/span><\/a><span style=\"font-weight: 400;\"> Alleged violations of this policy or any ACM Publications Policy will be investigated by ACM and may result in a full retraction of your paper, in addition to other potential penalties, as per ACM Publications Policy.\u201d https:\/\/www.acm.org\/publications\/policies\/research-involving-human-participants-and-subjects<\/span><\/li><li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">\u201cPlease ensure that you and your co-authors obtain an ORCID ID, so you can complete the publishing process for your accepted paper. ACM has been involved in ORCID from the start, and we have recently made a <\/span><a href=\"https:\/\/authors.acm.org\/author-resources\/orcid-faqs\"><span style=\"font-weight: 400;\">commitment to collect ORCID IDs from all of our published authors<\/span><\/a><span style=\"font-weight: 400;\">. We are committed to improving author discoverability, ensuring proper attribution, and contributing to ongoing community efforts around name normalization; your ORCID ID will help in these efforts.\u201d<\/span><\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-e8da205 e-con-full e-flex e-con e-parent\" data-id=\"e8da205\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0c563ae elementor-widget elementor-widget-spacer\" data-id=\"0c563ae\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b44644 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"9b44644\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-17775c7 e-con-full e-flex e-con e-child\" data-id=\"17775c7\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-929b323 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"929b323\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Review Process &amp; Camera-ready Submission<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3772e82 elementor-widget elementor-widget-spacer\" data-id=\"3772e82\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9b53ce3 e-con-full e-flex e-con e-child\" data-id=\"9b53ce3\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-83e81f1 elementor-widget elementor-widget-text-editor\" data-id=\"83e81f1\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<h5><span style=\"font-weight: 400;\">Review\u00a0<\/span><\/h5><p><span style=\"font-weight: 400;\">Submissions will be reviewed by at least two independent reviewers. They will be assessed based on their originality and novelty, potential contribution to the research field, potential impact in specific use cases, usefulness of presented experiences, and their overall readability. Papers that exceed the page limits or do not adhere to the formatting guidelines will be returned without review.<\/span><\/p><p><span style=\"font-weight: 400;\">The <\/span><a href=\"https:\/\/ethics.acm.org\/\"><span style=\"font-weight: 400;\">ACM Code of Ethics<\/span><\/a><span style=\"font-weight: 400;\"> gives the UMAP program committee the right to (desk-)reject papers that perpetuate harmful stereotypes, employ unethical research practices, or uncritically present outcomes\/implications that clearly disadvantage minority communities. Further, reviewers will be explicitly asked to consider whether the research was conducted in compliance with professional ethical standards and applicable regulatory guidelines. Failure to do so could lead to a (desk-)rejection.<\/span><\/p><h5><span style=\"font-weight: 400;\">Camera-ready Information<\/span><\/h5><p><span style=\"font-weight: 400;\">Accepted papers will be subject to further revision to meet the requirements of the camera-ready format required by ACM. We strongly recommend the use of LaTeX\/Overleaf for the camera-ready papers to minimize the extent of reformatting. Users of the Word template must use either the version for Microsoft Word for Windows, Macintosh Office 2011, or Macintosh Office 2016 (other formats, such as Open Office, etc., are not permitted) for the camera-ready submission to avoid incompatibility issues.<\/span><\/p><p><span style=\"font-weight: 400;\">Instructions for preparing the camera-ready versions of accepted papers will be provided after acceptance. This might include instructions to prepare a video of the accepted contribution. Camera-ready versions of accepted papers will be later submitted using <\/span><a href=\"https:\/\/www.acm.org\/publications\/proceedings-template\"><span style=\"font-weight: 400;\">ACM\u2019s new production platform<\/span><\/a><span style=\"font-weight: 400;\">, where authors will be able to review PDF and HTML output formats before publication.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7ae71b0 e-con-full e-flex e-con e-parent\" data-id=\"7ae71b0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fea0fdf elementor-widget elementor-widget-spacer\" data-id=\"fea0fdf\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cf5983e umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"cf5983e\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-9b4b932 e-con-full e-flex e-con e-child\" data-id=\"9b4b932\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-8065c7a heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"8065c7a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">In-person attendance policy and Open Access<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-626c60f elementor-widget elementor-widget-spacer\" data-id=\"626c60f\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-4dc51aa e-con-full e-flex e-con e-child\" data-id=\"4dc51aa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2bba57c elementor-widget elementor-widget-text-editor\" data-id=\"2bba57c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Each accepted contribution must be presented in person to be included in the conference proceedings. All UMAP 2026 papers will be published under ACM Open. Authors from institutions not participating in ACM Open will need to pay an APC to publish their papers, unless they qualify for a financial or discretionary waiver.<\/span><\/p><p><span style=\"font-weight: 400;\">During the conference, all categories will be presented at the poster reception, in the form of a poster and\/or a software demonstration, following the poster format. This form of presentation will provide presenters with an opportunity to obtain direct feedback about their work from a wide audience during the conference.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-3713c35 e-con-full e-flex e-con e-parent\" data-id=\"3713c35\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ea572b7 elementor-widget elementor-widget-spacer\" data-id=\"ea572b7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-cd89299 umap-ast-container e-flex e-con-boxed e-con e-parent\" data-id=\"cd89299\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-b32d377 no-margin-paragraph e-con-full e-flex e-con e-child\" data-id=\"b32d377\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-659af03 heading-bottom-margin elementor-widget elementor-widget-heading\" data-id=\"659af03\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Late-Breaking Results and Demos Chairs<\/h3>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-045d5fa e-con-full e-flex e-con e-child\" data-id=\"045d5fa\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-08908ad elementor-widget elementor-widget-text-editor\" data-id=\"08908ad\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<ul><li><span style=\"font-weight: 400;\">Sherry Sahebi, University at Albany-SUNY, USA<\/span><\/li><li><span style=\"font-weight: 400;\">Alain Starke, University of Amsterdam, Netherlands<\/span><\/li><\/ul><p><b>Contact information<\/b><span style=\"font-weight: 400;\">: umap2026-lbr@um.org<\/span><\/p><ul><li style=\"list-style-type: none;\">\u00a0<\/li><\/ul>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-a066df0 e-con-full e-flex e-con e-parent\" data-id=\"a066df0\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7b434a7 elementor-widget elementor-widget-spacer\" data-id=\"7b434a7\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Call for Late-Breaking Results and Demos ACM UMAP is the premier international conference that brings together research in AI and [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"","ast-site-content-layout":"full-width-container","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":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","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":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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