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4</head><body><div id="__next"><div><nav class="navbar navbar-expand-lg navbar-dark bg-dark"><div class="container"><a class="no-underline text-xl text-white mr-4" href="/">EIFCom</a><button aria-controls="responsive-navbar-nav" type="button" aria-label="Toggle navigation" class="navbar-toggler collapsed"><span class="navbar-toggler-icon"></span></button><div class="navbar-collapse collapse" id="responsive-navbar-nav"><div class="me-auto navbar-nav"><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/">Home</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/call_for_papers">Call for papers</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/committees">Committees</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/technical_program">Program</a><a class="no-underline px-2 py-2 text-gray-400 hover:text-gray-200" href="/paper_submission">Paper Submission</a></div></div></div></nav><div class="banner relative z-0" style="height:20vw"><span style="box-sizing:border-box;display:block;overflow:hidden;width:initial;height:initial;background:none;opacity:1;border:0;margin:0;padding:0;position:absolute;top:0;left:0;bottom:0;right:0"><img alt="banner" src="data:image/gif;base64,R0lGODlhAQABAIAAAAAAAP///yH5BAEAAAAALAAAAAABAAEAAAIBRAA7" decoding="async" data-nimg="fill" class="object-cover" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%"/><noscript><img alt="banner" sizes="100vw" srcSet="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=640&q=75 640w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=750&q=75 750w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=828&q=75 828w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=1080&q=75 1080w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=1200&q=75 1200w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=1920&q=75 1920w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=2048&q=75 2048w, /_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=3840&q=75 3840w" src="/_next/image?url=%2F_next%2Fstatic%2Fmedia%2Fwashinton-dc-mall.3aac9237.png&w=3840&q=75" decoding="async" data-nimg="fill" style="position:absolute;top:0;left:0;bottom:0;right:0;box-sizing:border-box;padding:0;border:none;margin:auto;display:block;width:0;height:0;min-width:100%;max-width:100%;min-height:100%;max-height:100%" class="object-cover" loading="lazy"/></noscript></span><div class="leading-tight object-contain overflow-hidden backdrop-blur-sm relative top-1/3 text-white z-1 mx-auto text-center align-middle" style="height:10vw;width:60vw"><p class="mb-0" style="font-size:2vw">EIFCom 2024</p><p class="mb-0" style="font-size:1.5vw">International Workshop on Mobile Computing with Efficient and Interactive Foundation Models</p><p class="mb-0" style="font-size:1.2vw">In Conjunction with MobiCom 2024</p><p class="mb-0 " style="font-size:1.5vw">Nov. 18, 2024, Washington, D.C., USA</p></div></div></div><div class="container mx-auto"><h2 class="pt-2">Call for Papers</h2><div class="text-justify font-sans break-word pb-2">Foundation models have recently emerged as a powerful tool for various applications. However, their impact on mobile applications has been less investigated. Recent research showcases their ability to achieve unprecedented capabilities in areas such as task automation, hand sign detection, and visual question answering. However, their increasing complexity poses significant challenges in terms of sensor modality, diverse sensor environments, model efficiency, interactivity, and user experience. The EIFCom workshop aims to provide a forum for researchers, developers, and industry partners to share their experiences, present innovative solutions, and discuss the latest advancements in efficie
4nt and interactive foundation models for mobile applications.</div><div class="text-justify font-sans break-word pb-2">We invite researchers, developers, and industry partners to submit papers on the topic of foundation models for mobile applications. The EIFCom workshop aims to provide a forum for sharing experiences, presenting innovative solutions, and discussing the latest advancements in efficient and interactive foundation models for mobile applications. We will explore the intersection of foundation models, mobile computing, and human-computer interaction, identifying new opportunities for enhancing the mobile user experience. By fostering an interdisciplinary discussion, we hope to inspire novel ideas, identify new research directions, and facilitate the development of innovative, efficient, and interactive mobile applications that can transform the way we live and interact with technology.</div><div class="text-justify font-sans break-word pb-2">We also welcome work-in-progress and position papers, especially those that focus on innovative solutions or applications for efficient and interactive foundation models in mobile applications. Papers should be forward-looking, clearly describe their relationship to existing work, and articulate their impact and implications for ongoing or future research.</div><div class="text-justify font-sans break-word pb-2"><h2>Topic of Interests</h2>The potential topics include but not limited to:<ul class="list-disc pl-5 mb-1"><li>Analysis of foundation models on mobile and wearable sensor data such as radio signals, light, sound, acoustics and others.</li><li>Foundation models for enhancing mobile human-computer interactions.</li><li>Strategies to detect and mitigate hallucination of foundation models for mobile sensor data analytics.</li><li>Multimodal large language models for mobile data analytics and applications across multiple modalities.</li><li>Mobile sensing systems using on-device and cloud-based foundation models.</li><li>Benchmark evaluations of efficient on-device foundation models.</li><li>Efficient fine-tuning and inference of foundation models in mobile computing.</li><li>Enhancing user interfaces and user experiences in mobile applications using foundation models.</li></ul></div><div class="text-justify font-sans break-word pb-2"><h2>Submission Instructions</h2><div>We invite original research papers that have not been previously published and are not currently under review for publication. EIFCom follows a double-blinded review process. Papers should contain original material that has not been previously published or currently submitted for consideration elsewhere. Papers should follow the<a class="text-red-500 no-underline" href="https://www.sigmobile.org/mobicom/2024/cfp.html" target="_blank" rel="noopener noreferrer"> formatting guidelines </a>and should be <b>no longer than 6 pages (two-column, 10-point format) including references, figures, etc</b>. Papers should not include the authors' names and affiliations for double-blind peer review by the program committee. <b>All accepted papers will be published in the proceedings.</b></div><div>The papers can be submitted at: <a class="text-red-500 no-underline" href="https://eifcom2024.hotcrp.com">submission link</a></div><div>If you have any questions, please reach out to Hong via <a href="mailto:[email protected]" class="text-red-500 no-underline">[email protected]</a></div></div><div class="text-justify font-sans break-word pb-2"><h2 class="pt-2">Important Dates</h2><ul class="list-disc pl-5"><li>Submission Deadline: <span class="font-bold"><s>August 10, 2024</s> â September 3, 2024</span></li><li>Notification of Acceptance: <span class="font-bold"><s>September 5, 2024 </s> â September 20, 2024</span></li><li>Camera Ready Submission: <span class="font-bold"><s>September 13, 2024 </s> â October 1, 2024</span></li><li>Workshop Date: <span class="font-bold">November 18, 2024 </span></li></ul></div></div></div>
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