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<p class="MsoNormal" style="line-height:106%;margin:0in 0in 8pt;font-size:11pt;font-family:"Calibri",sans-serif"><span>[Apologies if you got multiple copies of this
invitation]<span></span></span></p>

<p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:16pt;line-height:106%">The
International Symposium on Generative Artificial Intelligence (GenAI 2024)<span></span></span></p>

<p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:14pt;line-height:106%">Co-Located
with<span></span></span></p>

<p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><a href="https://fllm2024.fllm-conference.org/index.php" style="color:rgb(5,99,193);text-decoration:underline" target="_blank"><span style="font-size:14pt;line-height:106%">The 2nd International Conference on Foundation
and Large Language Models (FLLM2024)</span></a></p><p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:14pt;line-height:106%"> <span></span></span></p>

<p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;line-height:106%"><a href="https://fllm2024.fllm-conference.org/Workshops/GenAI2024/" style="color:rgb(5,99,193);text-decoration:underline" target="_blank">https://fllm2024.fllm-conference.org/Workshops/GenAI2024/</a><span></span></span></p>

<p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:14pt;line-height:106%;color:black">26-29 November, 2024 | Dubai, UAE <span></span></span></p>

<p class="MsoNormal" align="center" style="margin:0in 0in 0.0001pt;text-align:center;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:14pt;line-height:106%;color:red">Technically Co-Sponsored by IEEE </span><span style="font-size:12pt;line-height:106%"> </span><span style="font-size:14pt;line-height:106%;color:red">UAE Section </span><span style="font-size:14pt;line-height:106%"><span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><b><u><span style="font-size:14pt;font-family:"Times New Roman",serif">GenAI 202<span style="color:black">4</span>
CFP:</span></u></b><span><span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif">The Symposium on Generative AI
(GenAI) is an international forum for researchers, practitioners, and thought
leaders to share their latest advancements, insights, and experiences in the
field of generative artificial intelligence. As a general-purpose technology
with potential for wide impact, GenAI aims to bring together a diverse group of
contributors to present and debate the holistic advancements in this domain. We
invite submissions that address the core topics of foundation models,
innovative applications of large language models (LLMs) in various industries,
and the ethical and societal impacts of these technologies, including the
challenges and ramifications on the workforce and the larger society.<span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif">The GenAI 2024 symposium focuses on
the fundamental aspects of generative AI, including theoretical advancements,
architectural innovations, and performance improvements. Topics of interest
include, but are not limited to:<span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:"Times New Roman",serif"><span> </span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Novel neural network architectures for generative models<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Efficient pre-training algorithms and optimization
techniques<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Investigation of scaling law and emergent abilities of LLMs<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Explainability techniques in LLMs<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Novel supervised fine tuning techniques to unlock inherit
LLM abilities<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Benchmark datasets and standardization<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">LLMs deployment challenges on limited resources edge devices<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Adversarial attacks and defenses in generative models<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">       </span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Foundational models for computer vision (LVMs)<span></span></span></p>

<p style="margin:0in 0in 0.0001pt 0.5in;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:Symbol"><span>·<span style="font:7pt "Times New Roman"">      
</span></span></span><span style="font-size:12pt;font-family:"Times New Roman",serif">Fine tuning and Prompt Engineering<b><u><span></span></u></b></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><b><u><span style="font-size:12pt;font-family:"Times New Roman",serif"><span><span style="text-decoration:none"> </span></span></span></u></b></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><b><u><span style="font-size:12pt;font-family:"Times New Roman",serif">Submissions Guidelines and
Proceedings</span></u></b><span><span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 12pt;text-align:justify;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;line-height:106%;font-family:"Times New Roman",serif">Manuscripts should be prepared in
10-point font using the IEEE 8.5" x 11" two-column format. All papers
should be in PDF format, and submitted electronically at Paper Submission Link.
A full paper can be up to 6 to 8 pages (including all figures, tables and
references). Submitted papers must present original unpublished research that
is not currently under review for any other conference or journal. Papers not
following these guidelines may be rejected without review. Also submissions
received after the due date, exceeding length limit, or not appropriately
structured may also not be considered. Authors may contact the Program Chair
for further information or clarification. All submissions are peer-reviewed by
at least three reviewers. Accepted papers will appear in the FLLM Proceeding,
and be published by the IEEE Computer Society Conference Publishing Services
and be submitted to IEEE Xplore for inclusion. Submitted papers must include
original work, and must not be under consideration for another conference or
journal. Submission of regular papers up to 8 pages and must follow the IEEE
paper format. Please include up to 7 keywords, complete postal and email
address, and fax and phone numbers of the corresponding author. Authors of
accepted papers are expected to present their work at the conference. Submitted
papers that are deemed of good quality but that could not be accepted as
regular papers will be accepted as short papers. <span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;text-align:justify;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><u><span style="font-size:13.5pt;line-height:106%;color:black"></span></u><b><u><span style="font-size:12pt;line-height:106%;font-family:"Times New Roman",serif">Important Dates:</span></u></b><span style="font-family:"Calibri Light",sans-serif"><span></span></span></p>

<ul style="margin-top:0in;margin-bottom:0in" type="disc"><li class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:12pt;font-family:"Calibri Light",sans-serif;color:black"></span><b><span style="font-size:14pt;font-family:"Calibri Light",sans-serif;color:red">Paper submission deadline: September 15, 2024</span></b><span style="font-size:14pt;font-family:"Calibri Light",sans-serif;color:red"> </span><span style="font-size:14pt;font-family:"Calibri Light",sans-serif"><span></span></span></li><li class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:14pt;font-family:"Calibri Light",sans-serif">Notification
     of acceptance: October 15, 2024 <span></span></span></li><li class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:normal;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:14pt;font-family:"Calibri Light",sans-serif">Camera-ready
     Submission: October 25, 2024<span></span></span></li></ul>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-family:"Calibri Light",sans-serif"><span> </span></span></p>

<p class="MsoNormal" style="margin:0in 0in 0.0001pt;line-height:106%;font-size:11pt;font-family:"Calibri",sans-serif"><b><u><span style="font-size:12pt;line-height:106%;font-family:"Calibri Light",sans-serif">Contact:</span></u></b><span style="font-family:"Calibri Light",sans-serif"><span></span></span></p>

<p class="MsoNormal" style="line-height:106%;margin:0in 0in 8pt;font-size:11pt;font-family:"Calibri",sans-serif"><span style="font-size:13.5pt;line-height:106%;font-family:"Calibri Light",sans-serif">Please send any inquiry to<span style="color:black"></span>: </span><a href="mailto:emergingtechnetwork@gmail.com" style="color:rgb(5,99,193);text-decoration:underline" target="_blank"><span style="font-size:13.5pt;line-height:106%;font-family:"Calibri Light",sans-serif;color:black"></span></a><span style="font-size:13.5pt;line-height:106%;font-family:"Calibri Light",sans-serif;color:black"></span><span style="font-family:"Calibri Light",sans-serif"> </span><span style="font-size:13.5pt;line-height:106%;font-family:"Calibri Light",sans-serif">Safwan Omari <span> </span>(<a href="mailto:omarisa@lewisu.edu" target="_blank">omarisa@lewisu.edu</a>)</span><span style="font-size:12pt;line-height:106%;font-family:"Calibri Light",sans-serif"><span></span></span></p>

<p class="MsoNormal" style="line-height:106%;margin:0in 0in 8pt;font-size:11pt;font-family:"Calibri",sans-serif"><span style="color:black"></span><span><span></span></span></p>

<p class="MsoNormal" style="margin:0in 0in 8pt;line-height:107%;font-size:11pt;font-family:"Calibri",sans-serif"><span> </span></p>





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