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<body lang="EN-US" link="#467886" vlink="#96607D" style="word-wrap:break-word">
<div class="WordSection1">
<h1 style="margin-bottom:6.0pt"><span style="font-size:12.5pt;font-family:"Arial",sans-serif;color:#0073CF">TL;DR: Submit your abstracts to LDAV by June 16, 2025, please</span><span class="apple-converted-space"><span style="font-size:12.5pt;font-family:"Arial",sans-serif;color:#0073CF"> </span></span><span style="font-size:12.5pt;font-family:"Apple Color Emoji";color:#0073CF">😊</span><span style="color:black"><o:p></o:p></span></h1>
<h1 style="margin-bottom:6.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:12.5pt;font-family:"Arial",sans-serif;color:#0073CF"> </span><span style="color:black"><o:p></o:p></span></h1>
<h1 style="margin-bottom:6.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:12.5pt;font-family:"Arial",sans-serif;color:#0073CF">Call for Papers</span><span style="color:black"><o:p></o:p></span></h1>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Contact:</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF"><a href="mailto:ldav-papers@googlegroups.com" title="mailto:ldav-papers@googlegroups.com"><span style="color:#467886">ldav-papers@googlegroups.com</span></a></span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Data scales are increasing throughout scientific, business, and research contexts. Large-scale scientific simulations, observation technologies, sensor networks, and experiments are generating
enormous datasets, with some projects approaching the multiple exabyte range in the near term.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Gaining insight from massive data is critical for disciplines such as climate science, nuclear physics, security, materials design, transportation, urban planning, and so on. Business-critical
decisions are made based on massive data in domains like social media, machine learning, software telemetry, and business intelligence. The tools and approaches needed to search, analyze, and visualize data at extreme scales can be fully realized only from
end-to-end solutions, and with collective, interdisciplinary efforts.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">The 15th IEEE Large Scale Data Analysis and Visualization (LDAV) workshop, to be held in conjunction with IEEE VIS 2025, is specifically targeting methodological innovation, algorithmic
foundations, and possible end-to-end solutions. The LDAV workshop will bring together domain experts, data analysts, visualization researchers, and users to foster common ground for solving both near- and long-term problems.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Scope</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">We are looking for both original research contributions and position papers on a broad range of topics related to the collection, analysis, manipulation, and visualization of large-scale
data. We are particularly interested in innovative approaches that combine visualization and visual analytics.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">LDAV welcomes papers on techniques and algorithms, systems, application and design studies, empirical studies, state of the practice, and position statements. More descriptions of these
paper types can be found below. Representative topics include:</span><span style="color:black"><o:p></o:p></span></p>
<ul style="margin-top:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;padding-inline-start: 48px;word-spacing:0px" type="disc">
<li class="MsoNormal" style="color:black;margin-top:10.0pt;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Distributed, parallel, and multi-threaded computation</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Streaming methods</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Innovative software solutions</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Advanced hardware- and GPU-based approaches</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Hierarchical data storage, retrieval, processing, and rendering</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Sampling, approximate query processing, and progressive computation</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Collection, management, and curation of massive datasets</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Scalable visualization and exploration methods</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Ensemble data visualization and analysis</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">In situ data analysis</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Best practices for large data visualization</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">End-to-end system solutions in a large data context</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Industry solutions for big data analysis and visualization</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Collaboration and/or co-design of large data analysis with domain experts</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Topics in cognitive issues specific to manipulating and understanding large data</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Application case studies</span><o:p></o:p></li><li class="MsoNormal" style="color:black;margin-bottom:10.0pt;mso-list:l2 level1 lfo1;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">New challenges in visualizing experimental, observational, or simulation data</span><o:p></o:p></li></ul>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">As part of the review criteria, reviewers will be asked to assess whether the contribution is in scope for LDAV, i.e., whether it considers “large data”. Therefore, we strongly encourage
you to clearly identify the “large data” aspect you address.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">For LDAV, we define large data to be data of size and complexity that requires innovation to be processed and understood. With respect to size, the techniques for handling this data require
either using atypical hardware or specialized techniques that run on typical hardware. Examples of atypical hardware include supercomputers or novel hardware (such as a just-released GPU, an understudied device like an FPGA, or a high-resolution display),
with corresponding techniques including, for example, efficient parallelization. There are many examples of specialized techniques that enable typical hardware to operate effectively on large data; canonical examples include multi-resolution and streaming
techniques. With respect to complexity, techniques in scope for LDAV should be illuminating data sets that are considerably larger than typical for a given task, for example, but not restricted to: rendering, layout, analysis, etc. Finally, data may be large
relative to the resources available, and such examples are welcome at LDAV. For example, novel techniques may be needed to visualize or analyze data on a Raspberry Pi or sensor network.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Submission</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">LDAV is accepting both full papers and short papers. The manuscripts should be formatted according to</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="http://vgtc.org/publications/conference" title="http://vgtc.org/publications/conference"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">guidelines
from IEEE VGTC</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">. Submission of an abstract is required prior to submission of a full or short paper.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Submission site note: Go to the</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="https://new.precisionconference.com/vgtc" title="https://new.precisionconference.com/vgtc"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">submission
site</span></a></span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">(</span><span style="color:black"><a href="https://new.precisionconference.com/vgtc" title="https://new.precisionconference.com/vgtc"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">https://new.precisionconference.com/vgtc</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">),
log in, go to ‘Submissions’, and select Society ‘VGTC’, Conference ‘LDAV 2025’, and Track ‘LDAV 2025 Papers’.</span><span style="color:black"><o:p></o:p></span></p>
<h3 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<u><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">Full Papers</span></u><span style="color:black"><o:p></o:p></span></h3>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Full papers should have a maximum length of 9 pages with up to two (2) additional pages allowed for only references (maximum total of 11 pages). Full papers may make contributions in
techniques, systems, applications, evaluations, or theory. The contributions of full papers are reviewed based on their novelty, contribution, replicability, and evaluation.</span><span style="color:black"><o:p></o:p></span></p>
<h3 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<u><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black;font-weight:normal">Short Papers</span></u><span style="color:black"><o:p></o:p></span></h3>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Short papers are a venue to report smaller contributions than full papers and should have a length of 4 pages in total plus an additional page for references. Position papers and showcases
of interesting applications of visualization are good topics for short papers. Technique, system, application, evaluation, or theory papers that have a smaller contribution than a full paper can also be submitted as a short paper.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Proceedings</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">The proceedings of the workshop will be published together with the VIS proceedings and via the IEEE Xplore Digital Library.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Best Paper</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">The LDAV Program Committee will present a Best Paper award to the authors whose submission is deemed the strongest according to the reviewing criteria. This award will be announced in
conjunction with VIS 2025.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">The Best Paper for IEEE LDAV will be invited to submit an extended version of their work (at least 30% new scientific/technical content) to IEEE Transactions on Visualization and Computer
Graphics (TVCG) with reviewer continuity. (The extended version of the paper must be submitted within three months of the LDAV event date.)</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Important Dates</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Abstract Deadline</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">June 16, 2025, 11:59 PM (AOE)</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Paper Submission</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">June 20, 2025, 11:59 PM (AOE)</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Author Notification</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">July 25, 2025</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Camera-Ready Deadline (AOE)</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">August 8, 2025</span><span style="color:black"><o:p></o:p></span></p>
<h1 style="margin-bottom:6.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:12.5pt;font-family:"Arial",sans-serif;color:#0073CF">Paper Type Categories</span><span style="color:black"><o:p></o:p></span></h1>
<ul style="margin-top:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;padding-inline-start: 48px;word-spacing:0px" type="disc">
<li class="MsoNormal" style="color:black;margin-top:10.0pt;mso-list:l3 level1 lfo2;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Technique & Algorithm</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l3 level1 lfo2;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">System</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l3 level1 lfo2;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Application & Design Study</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l3 level1 lfo2;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Empirical Study</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l3 level1 lfo2;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">State of the Practice</span><o:p></o:p></li><li class="MsoNormal" style="color:black;margin-bottom:10.0pt;mso-list:l3 level1 lfo2;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Position Statements</span><o:p></o:p></li></ul>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Technique & Algorithm</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">A technique or algorithm paper introduces a novel technique or algorithm that has not previously appeared in the literature, or that significantly extends known techniques or algorithms.
The technique or algorithm description provided in the paper should be complete enough that a competent graduate student in visualization could implement the work, and the authors should create a prototype implementation of the methods. This technique should
ideally be of general application rather than be restricted to a single task or single source of data, and the exposition should be focused on what the technique does, how it does it, the tasks and data sets for which this new method is appropriate, and what
the computational and other costs are. An evaluation is likely to strengthen the paper, in particular for large data.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">System</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">A system paper describes a solution to a problem where the major task is building a large, complex software artifact, applying largely known visualization techniques. The system that
is described is both novel and important, and has been implemented. Here, the focus should be on the design decisions, the implications for software/hardware structure, and comparison with other systems. The comparison includes specific discussion of how the
described system differs from and is, in some significant respects, superior to those systems.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Application & Design Study</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">An application or design study paper explores the choices made when applying visualization techniques in an application area, for example, relating the visual encodings and interaction
techniques to the requirements of the target task. These papers typically include an encapsulated description of a problem domain and the questions to be resolved by visualization, then describe the application of visualization to the task, any novel techniques
developed, and how the visualization solution answered the questions posed. The results of the study, including insights generated in the application domain and visualization knowledge generated through the research process, should be clearly conveyed. The
work will be judged by the design lessons learned or insights gleaned for visualization research - which may or may not include novel visualization techniques, algorithms, or systems - on which future contributors can build. We invite submissions on any application
area dealing with large data.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Empirical Study</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">An empirical study paper explores the usage of visualization by people or provides a detailed analysis of the characteristics of a visualization approach, for example, its technical performance.
This kind of paper presents a study, either qualitative or quantitative, of visualization techniques or systems. The research contribution will be judged on the validity and importance of the results, including, where appropriate, the definition of hypotheses,
tasks, data sets, the rigorous collection and examination/analysis/coding of data, the selection of subjects and cases, as well as validation, discussion, and conclusions.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">State of the Practice</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">State of the practice reports provide an up-to-date and comprehensive overview of a special topic of current interest related to large data analysis and visualization. State-of-the-art
reports on cross-sectional, multi-disciplinary areas with a common theme of large data are highly welcomed.</span><span style="color:black"><o:p></o:p></span></p>
<h2 style="margin-bottom:4.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Position Statements</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">A position paper presents an arguable opinion about an issue, accepted assumption, or technique relevant to large data analysis or visualization. This kind of paper takes an opinionated
stance and justifies this stance with corroborating evidence. A position paper often takes evidence from previous publications and other existing information rather than conducting new studies. The paper is judged on the presentation of a convincing, evidence-based
position and the importance of that position. Position papers that buck tradition by providing well-reasoned arguments for a stance that is counterintuitive or contrary to common knowledge are highly valued.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;color:black"> <o:p></o:p></span></p>
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<span style="font-size:12.5pt;font-family:"Arial",sans-serif;color:#0073CF">Call for Posters</span><span style="color:black"><o:p></o:p></span></h1>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Contact:</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF"><a href="mailto:ldav-posters@googlegroups.com" title="mailto:ldav-posters@googlegroups.com"><span style="color:#467886">ldav-posters@googlegroups.com</span></a></span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">We invite you to submit unpublished work to the IEEE LDAV 2025 Poster Program. It is a venue designed to highlight ongoing research and late-breaking topics that have produced promising
preliminary results. The poster program will be a great opportunity for the authors to interact with the workshop attendees and solicit feedback.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">In addition to the topics listed under</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="https://ldav.org/2023/call-for-papers.html" title="https://ldav.org/2023/call-for-papers.html"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#1155CC">Call
for Papers</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">, we also welcome submissions that:</span><span style="color:black"><o:p></o:p></span></p>
<ul style="margin-top:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;padding-inline-start: 48px;word-spacing:0px" type="disc">
<li class="MsoNormal" style="color:black;margin-top:10.0pt;mso-list:l0 level1 lfo3;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">showcase successful stories of applying visualization to large-scale data-intensive applications, and</span><o:p></o:p></li><li class="MsoNormal" style="color:black;margin-bottom:10.0pt;mso-list:l0 level1 lfo3;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">highlights of recent visualization work presented or published in another venue.</span><o:p></o:p></li></ul>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Interested authors should submit a two-page summary that describes the underlying problem, the proposed method, and preliminary results. Accepted summaries will be included in the workshop
proceedings. The format of the summary will be the same as the format used for the regular paper submission. Poster authors are encouraged, but not required, to include a draft or sketch of the poster layout and content in their submission. This would help
reviewers and show that the poster format is used effectively. The draft poster should be in PDF format. The authors should indicate if they would like the poster to be accompanied by an on-site demonstration and/or videos. Such demo/video presentations have
to be self-organized.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Poster 2-Page Summary Submission Instructions</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Submitted summaries may not exceed the maximum of two pages in length, including references. The summary should be formatted according to the guidelines available on the</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="http://vgtc.org/publications/conference%5dIEEE" title="http://vgtc.org/publications/conference%5dIEEE"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">VGTC
Website</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Submission Site: Go to the</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="https://new.precisionconference.com/~vgtc" title="https://new.precisionconference.com/~vgtc"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">submission
site</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">, log in, go to ‘Submissions’, and select</span><span style="color:black"><o:p></o:p></span></p>
<ul style="margin-top:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;padding-inline-start: 48px;word-spacing:0px" type="disc">
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Society: ‘VGTC’</span><o:p></o:p></li><li class="MsoNormal" style="color:black;mso-list:l1 level1 lfo4;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Conference/Journal: ‘LDAV 2025’</span><o:p></o:p></li><li class="MsoNormal" style="color:black;margin-bottom:10.0pt;mso-list:l1 level1 lfo4;vertical-align:baseline;font-variant-ligatures: normal;font-variant-caps: normal;font-variant-alternates: normal;font-variant-numeric: normal;font-variant-east-asian: normal;font-variant-position: normal">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif">Track: ‘LDAV 2025 Posters’.</span><o:p></o:p></li></ul>
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<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Layout and Dimensions of the Posters</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">The dimensions of the posters should not exceed the A0 portrait space (841mm x 1189mm or 33.1” x 46.8”). The poster authors can determine the layout by themselves, but need to follow
the dimensions described above.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Best Poster Award</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">The LDAV Program Committee will award the Best Poster Award to the authors whose submission is deemed the strongest according to the reviewing criteria. This award will be announced at
the event.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Plagiarism</span><span style="color:black"><o:p></o:p></span></h2>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">All submissions must be either: 1) original work that has not been presented previously at any workshop, symposium, or conference, or published previously in any archived conference proceeding,
magazine, or journal; or 2) a summary that highlights work presented or published in a related venue with a clear statement of attribution to the original work.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">At the time of submission, it is required by the authors to state explicitly in the submission form that the submitted work is the work by the authors themselves, or is a summary of previously
presented/published work with clear attribution. Plagiarism in any form is unacceptable and will lead to the removal of the submission from the review process. For more information, please see the</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="https://www.ieee.org/publications/rights/plagiarism/plagiarism.html" title="https://www.ieee.org/publications/rights/plagiarism/plagiarism.html"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">IEEE
plagiarism FAQ</span></a></span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">and the</span><span class="apple-converted-space"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black"> </span></span><span style="color:black"><a href="https://pspb.ieee.org/images/files/files/opsmanual.pdf" title="https://pspb.ieee.org/images/files/files/opsmanual.pdf"><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:#0073CF">IEEE
Publication Services and Products Board Operations Manual</span></a></span><span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">.</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:10.0pt;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Accepted posters will receive links with instructions to upload video previews and representative images.</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Important Dates</span><span style="color:black"><o:p></o:p></span></h2>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Two-page Poster Paper Submission</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">August 15, 2025, 11:59 PM (AOE)</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Author Notification</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">August 18, 2025</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin-bottom:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Camera-Ready Deadline</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">August 21, 2025</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">Video Preview deadline</span><span style="color:black"><o:p></o:p></span></p>
<p style="margin:0in;caret-color: rgb(0, 0, 0);font-variant-caps: normal;orphans: auto;text-align:start;widows: auto;-webkit-text-stroke-width: 0px;word-spacing:0px">
<span style="font-size:10.0pt;font-family:"Arial",sans-serif;color:black">September 1, 2025</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;color:black"> <o:p></o:p></span></p>
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<span style="font-size:11.5pt;font-family:"Arial",sans-serif;color:#0073CF;font-weight:normal">Sincerely,</span><span style="color:black"><o:p></o:p></span></h2>
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<span style="font-size:11.0pt;font-family:"Arial",sans-serif;color:black">Roxana Bujack, Tom Peterka, and Guido Reina</span><span style="color:black"><o:p></o:p></span></p>
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<span style="font-size:13.5pt;color:black"> <o:p></o:p></span></p>
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<span style="font-size:13.5pt;color:black"> <o:p></o:p></span></p>
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<span style="font-size:11.0pt;color:black"> </span><span style="font-size:13.5pt;color:black"><o:p></o:p></span></p>
<p class="MsoNormal"><span style="font-size:11.0pt"><o:p> </o:p></span></p>
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