{"id":90928,"date":"2024-12-02T15:09:35","date_gmt":"2024-12-02T20:09:35","guid":{"rendered":"https:\/\/aaai.org\/?post_type=conference&#038;p=90928"},"modified":"2025-06-04T14:25:30","modified_gmt":"2025-06-04T18:25:30","slug":"sss25","status":"publish","type":"conference","link":"https:\/\/aaai.org\/conference\/spring-symposia\/sss25\/","title":{"rendered":"2025 Spring Symposium Series"},"content":{"rendered":"\n<p><em>Sponsored by the Association for the Advancement of Artificial Intelligence&nbsp;<\/em><\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\">\n<figure class=\"wp-block-image size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"565\" src=\"https:\/\/aaai.org\/wp-content\/uploads\/2024\/08\/AAAI-Symposium-Mark_Sp-Color.png\" alt=\"\" class=\"wp-image-90537\" style=\"width:159px;height:auto\" srcset=\"https:\/\/aaai.org\/wp-content\/uploads\/2024\/08\/AAAI-Symposium-Mark_Sp-Color.png 600w, https:\/\/aaai.org\/wp-content\/uploads\/2024\/08\/AAAI-Symposium-Mark_Sp-Color-300x283.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h2 class=\"wp-block-heading\">March 31-April 2, 2025&nbsp;<\/h2>\n\n\n\n<h2 class=\"wp-block-heading\">San Francisco Airport Marriott Waterfront | Burlingame, CA, USA<\/h2>\n<\/div>\n<\/div>\n\n\n\n<h4 class=\"wp-block-heading\"><\/h4>\n<\/div><\/div>\n\n\n\n<p>The Association for the Advancement of Artificial Intelligence is pleased to present the 2025 Spring Symposium Series to be held Monday, March 31 &#8211; Wednesday, April 2, 2025 at San Francisco Airport Marriott Waterfront in Burlingame, California. The Spring Symposium Series is an annual set of meetings run in parallel at a common site. It is designed to bring colleagues together in an intimate forum while at the same time providing a significant gathering point for the AI community. The two-and-a-half-day format of the series allows participants to devote considerably more time to feedback and discussion than typical one-day workshops. It is an ideal venue for bringing together new communities in emerging fields.<\/p>\n\n\n\n<p>Symposia generally range from 40\u201375 participants each. Participation was open to active participants as well as other interested individuals on a first-come, first-served basis. Each participant was expected to attend a single symposium.&nbsp;<\/p>\n\n\n\n<p>The program includes the following symposia:&nbsp;<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#07\">AI for Engineering and Scientific Discoveries<\/a><\/li>\n\n\n\n<li><a href=\"#01\">AI for Health Symposium: Leveraging Artificial Intelligence to Revolutionize Healthcare<\/a><\/li>\n\n\n\n<li><a href=\"#08\">Current and Future Varieties of Human-AI Collaboration<\/a><\/li>\n\n\n\n<li><a href=\"#02\">GenAI@Edge: Empowering Generative AI at the Edge<\/a><\/li>\n\n\n\n<li><a href=\"#03\">Human-Compatible AI for Well-being: Harnessing Potential of GenAI for AI-Powered Science<\/a><\/li>\n\n\n\n<li><a href=\"#04\">Machine Learning and Knowledge Engineering for Trustworthy Multimodal and Generative AI (AAAI-MAKE)<\/a><\/li>\n\n\n\n<li><a href=\"#05\">Symposium on Child-AI Interaction in the Era of Foundation Models<\/a><\/li>\n\n\n\n<li><a href=\"#06\">Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">AAAI Code of Conduct for Events and Conferences&nbsp;<\/h3>\n\n\n\n<p>All persons, organizations and entities that attend AAAI conferences and events are subject to the standards of conduct set forth in the\u202f<a href=\"https:\/\/www.aaai.org\/Conferences\/code-of-conduct.php\" target=\"_blank\" rel=\"noreferrer noopener\">AAAI Code of Conduct for Events and Conferences.<\/a>&nbsp;<\/p>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"registration\">Registration and General Information&nbsp;<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Important Registration Dates&nbsp;<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em><strong>By January 10: \u202f<\/strong>AAAI opens registration for Spring Symposium Series&nbsp;<\/em><\/li>\n\n\n\n<li><em><strong>February 24th:<\/strong> Deadline for Registration Refund Requests \u2013 Last day before Late Registration Rate begins <\/em>(See Fee Schedule Below)<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--1\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/aaai.getregistered.net\/2025-spring-symposium\">Register Today! <\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Registration Fees<\/h3>\n\n\n\n<p>The conference registration fee includes admission to one symposium, access to the electronic proceedings, coffee breaks, and the opening reception.<\/p>\n\n\n\n<p><strong>Refund Requests<\/strong><\/p>\n\n\n\n<p>The deadline for refund requests is February 17, 2025. All refund requests must be made in writing to&nbsp;<a href=\"mailto:sss@aaai.org\" target=\"_blank\" rel=\"noreferrer noopener\"><\/a><a href=\"mailto:sss@aaai.org\" target=\"_blank\" rel=\"noreferrer noopener\">sss@aaai.org<\/a>. A $50.00 processing fee will be assessed for all refunds.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Registration Fee Schedule<\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<h4 class=\"wp-block-heading has-text-align-center\">Registration Deadlines<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>All deadlines are 11:59 PM<\/em> <em>Eastern Time<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\">Member<\/p>\n\n\n\n<p class=\"has-text-align-center\">Nonmember<\/p>\n\n\n\n<p class=\"has-text-align-center\">Student Member<\/p>\n\n\n\n<p class=\"has-text-align-center\">Nonmember Student<em>&nbsp;<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<h4 class=\"wp-block-heading has-text-align-center\">Early<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>On or before February 24th<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\">$395.00&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\">$560.00&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\"> $225.00&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\">$335.00<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h4 class=\"wp-block-heading has-text-align-center\">Late<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>After February 24th<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\">$495.00&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\">$660.00&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\">$325.00&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\">$435.00<\/p>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading has-text-align-center\">            AAAI Silver Registration<\/h3>\n\n\n\n<p class=\"has-text-align-center\">                    <em>(Includes AAAI membership, plus the conference<\/em>)<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:40%\">\n<h4 class=\"wp-block-heading has-text-align-center\">Registration Deadlines<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>All deadlines are 11:59PM<\/em> <em>Eastern Time<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\">Regular One-Year<\/p>\n\n\n\n<p class=\"has-text-align-center\">Regular 3-Year<\/p>\n\n\n\n<p class=\"has-text-align-center\">Regular 5-Year<\/p>\n\n\n\n<p class=\"has-text-align-center\">Student (One-Year)<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<h4 class=\"wp-block-heading has-text-align-center\">Early<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>On or before February 24th<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\"> $540.00<\/p>\n\n\n\n<p class=\"has-text-align-center\">$830.00<\/p>\n\n\n\n<p class=\"has-text-align-center\">$1,120.00<\/p>\n\n\n\n<p class=\"has-text-align-center\">$300.00<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<h4 class=\"wp-block-heading has-text-align-center\">Late<\/h4>\n\n\n\n<p class=\"has-text-align-center\"><em>After February 24th<\/em><\/p>\n\n\n\n<p class=\"has-text-align-center\"> $640.00<\/p>\n\n\n\n<p class=\"has-text-align-center\">$930.00<\/p>\n\n\n\n<p class=\"has-text-align-center\">$1,220.00<\/p>\n\n\n\n<p class=\"has-text-align-center\">$400.00<\/p>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Hotel Information&nbsp;<\/h3>\n\n\n\n<p>For your convenience, AAAI has reserved a block of rooms at the San Francisco Airport Marriott Waterfront in Burlingame, CA. The hotel is located in the San Francisco area minutes from SFO airport. Downtown San Francisco is easily accessible, which offers great dining and shopping. The hotel also offers complimentary airport shuttle service to and from the International Airport terminals based on availability.<\/p>\n\n\n\n<p>The conference room rate per night is $229.00 (King\/Double). &nbsp;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--2\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/www.marriott.com\/event-reservations\/reservation-link.mi?id=1721248367109&amp;key=GRP&amp;app=resvlink\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>Click here to book your hotel room<\/strong><\/a><\/div>\n<\/div>\n\n\n\n<div style=\"height:20px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<p>The above rates are subject to applicable ta,x which is currently 12% Occupancy Tax + 1.50% San Francisco Peninsula Tourism Marketing District Assessment per room, per night, and is subject to change without notice. Symposium attendees must contact the San Francisco Airport Marriott Waterfront directly. Please request the group rate for the Association for the Advancement of Artificial Intelligence (AAAI) when reserving your room. The cut-off date for reservations is Wednesday, March 12, 2025, at 5:00 PM PST, local time at the hotel.  Reservations after this date will be accepted based on availability at the hotel\u2019s prevailing rate. All reservations must be secured by a night\u2019s deposit per room, via credit card. Reservations may be cancelled with no penalty up to 5:00 pm, 72 hours prior to the date of arrival. After that time, a penalty of one night\u2019s room and tax will be incurred. Upon check-in, the date of departure must be confirmed. Early departure will result in a fee equal to one night\u2019s guest room rate.<\/p>\n\n\n\n<p><strong>San Francisco Airport Marriott Waterfront in Burlingame, CA.<\/strong> <strong>USA<\/strong><br>1800 Old Bayshore Hwy, Burlingame, CA 94010<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Transportation to the Hotel&nbsp;<\/h4>\n\n\n\n<p>Hotel Parking: On-site parking fee is $12 USD Hourly, $48 Daily<\/p>\n\n\n\n<p>Additional Parking Information<\/p>\n\n\n\n<p>Self-parking USD $12 for first hour, USD $24 for 1-3 hours, USD $36 for 3-6 hours and USD $48 for 6+ hours and overnight<\/p>\n\n\n\n<p>The hotel also offers a complimentary shuttle to and from the SFO Airport based on availability- please reach out to the hotel for more information.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Visa Information&nbsp;<\/h4>\n\n\n\n<p>Letters of invitation can be requested by accepted SSS-25 authors or registrants with a completed registration with payment. You can access the visa letter form via the link in your registration confirmation email.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Onsite Registration Schedule&nbsp;<\/h4>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-text-align-center\"><strong>Monday, March 31, 2025<\/strong><\/p>\n\n\n\n<p class=\"has-text-align-center\">8:00 AM \u2013 5:00 PM&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-text-align-center\"><strong>Tuesday, April 1, 2025<\/strong><br>  8:30 AM \u2013 5:00 PM&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p class=\"has-text-align-center\"><strong>Wednesday, April 2, 2025<\/strong><br>    8:30 AM \u2013 11:00 AM&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-center\"><strong>General Event Schedule<\/strong>&nbsp;<\/p>\n\n\n\n<p class=\"has-text-align-center\"><em>Each Symposium&#8217;s Schedule May Differ<\/em><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<p><strong>Monday, March 31<\/strong><\/p>\n\n\n\n<p>9:00am \u2013 10:30am&nbsp;&nbsp; Session&nbsp;<br>10:30am \u2013 11:00am \u202f Break <br>11:00am \u2013 12:30pm Session <br>12:30pm \u2013 2:00pm Lunch <br>2:00pm \u2013 3:30pm\u202f\u202f Session <br>3:30pm \u2013 4:00pm\u202f\u202f\u202f\u202f Break <br>4:00pm \u2013 5:00pm\u202f\u202f\u202f\u202f Session <br>6:00pm \u2013 7:00pm\u202f\u202f\u202f\u202f Reception<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.34%\">\n<p><strong>Tuesday, April 1<\/strong><\/p>\n\n\n\n<p>9:00am \u2013 10:30am&nbsp;&nbsp;&nbsp;&nbsp; Session&nbsp;<br>10:30am \u2013 11:00am\u202f\u202f Break&nbsp;<br>11:00am \u2013 12:30pm\u202f \u202fSession&nbsp;<br>12:30pm \u2013 2:00pm&nbsp;&nbsp;&nbsp; Lunch&nbsp;<br>2:00pm \u2013 3:30pm\u202f\u202f\u202f\u202f\u202f Session&nbsp;<br>3:30pm \u2013 4:00pm\u202f\u202f\u202f\u202f&nbsp; Break&nbsp;<br>4:00pm \u2013 5:00pm\u202f\u202f\u202f\u202f&nbsp; Session&nbsp;<br>6:00pm \u2013 7:00pm\u202f\u202f\u202f\u202f&nbsp; Plenary&nbsp;<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\">\n<p><strong>Wednesday, April 2<\/strong><\/p>\n\n\n\n<p>9:00am \u2013 10:30am&nbsp;&nbsp;&nbsp;&nbsp;Session&nbsp;<br>10:30am \u2013 11:00am\u202f\u202f Break&nbsp;<br>11:00am \u2013 12:30pm\u202f\u202f Session&nbsp;<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\">Additional Information:&nbsp;<\/h2>\n\n\n\n<p>General inquiries regarding the symposium series should be directed to AAAI at\u202f<a href=\"mailto:sss@aaai.org\">sss@aaai.org<\/a>.&nbsp;<\/p>\n\n\n\n<div style=\"height:50px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"07\">AI for Engineering and Scientific Discoveries<\/h2>\n\n\n\n<p>This symposium aims to advance and diversify the application of AI in emerging engineering and scientific discovery domains. Inspired by progress in large language models, generative AI, and AI-assisted scientific computing, we seek to foster new collaborations between industry and academia to tackle challenging problems in&nbsp;<strong>materials<\/strong>,&nbsp;<strong>manufacturing<\/strong>, and&nbsp;<strong>life sciences<\/strong>. We also plan to explore new directions in human\u2013machine interaction for accelerating knowledge discovery and address related ethical considerations. Through invited speakers, panel discussions, and contributions from researchers with cross-disciplinary expertise, we hope to cultivate partnerships that drive transformative advances in both AI and scientific research.<\/p>\n\n\n\n<p><strong>For More Information, please visit:<\/strong> <a href=\"https:\/\/sites.google.com\/view\/aaai-ss25-ai4science\/home\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/sites.google.com\/view\/aaai-ss25-ai4science\/home<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"01\">AI for Health Symposium: Leveraging Artificial Intelligence to Revolutionize Healthcare<\/h2>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--3\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/sites.google.com\/view\/aaai25-ai4health\/agenda\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>Artificial Intelligence (AI) is poised to transform healthcare, offering groundbreaking capabilities in disease diagnosis, treatment, drug discovery, and patient care. By improving access to health services, reducing costs, and addressing workforce shortages, AI can play a pivotal role in tackling global health challenges. However, successfully integrating AI into healthcare requires careful consideration of regulatory frameworks, governance structures, data equity, and privacy protections. This symposium will bring together AI researchers, clinicians, and industry experts to foster meaningful dialogues and insights that contribute to responsible AI development.<\/p>\n\n\n\n<p>Traditional AI models in healthcare often rely on limited, isolated datasets, facing challenges like missing values, data imbalance, and insufficient representation of diverse patient populations. These issues can lead to algorithmic biases, diminished generalizability, and reduced accuracy of AI-driven predictions, especially in clinical settings. Ensuring access to large, high-quality datasets is key to addressing these limitations, yet privacy and security constraints often restrict data sharing and collaboration across institutions.<\/p>\n\n\n\n<p>This symposium aims to explore current challenges and forward-looking solutions to enhance AI\u2019s reliability, inclusivity, and ethical impact in healthcare. By bringing together diverse stakeholders, it seeks to foster cross-disciplinary collaborations and promote the development of people-centered, AI-enabled healthcare systems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Topics:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>AI for medical data analysis<\/li>\n\n\n\n<li>Clinical decision support systems<\/li>\n\n\n\n<li>Drug discovery and personalized medicine<\/li>\n\n\n\n<li>Digital health platforms<\/li>\n\n\n\n<li>Data equity, privacy, and security in healthcare AI<\/li>\n\n\n\n<li>Addressing data imbalance and bias challenges<\/li>\n\n\n\n<li>Building accessible and user-friendly health data management systems<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Format of Symposium:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>A two-and-a-half-day workshop, with a combination of paper presentations (3 sessions, each with 4 papers), a keynote talk, invited talks, a panel discussion and poster sessions.<\/li>\n\n\n\n<li>Attendees will participate in breakout group discussions and interactive sessions.<\/li>\n\n\n\n<li><strong>Attendance:<\/strong> The symposium is open to researchers, clinicians, and industry professionals with a focus on AI applications in healthcare. There are no specific criteria for attendance beyond relevance to the field.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Requirements:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Submissions should be in the form of papers or abstracts.<\/li>\n\n\n\n<li>The length of submissions will be specified on the official submission site.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Site Information:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/easychair.org\/conferences\/?conf=sss25\">https:\/\/easychair.org\/conferences\/?conf=sss25<\/a><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium Committee:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Lifang He, Assistant Professor, Computer Science and Engineering, Lehigh University (<a href=\"mailto:lih319@lehigh.edu\">lih319@lehigh.edu<\/a>)<\/li>\n\n\n\n<li>Mooi Choo Chuah, Full Professor, Computer Science and Engineering, Lehigh University; IEEE Fellow, NAI Fellow (<a href=\"mailto:mcc7@lehigh.edu\">mcc7@lehigh.edu<\/a>)<\/li>\n\n\n\n<li>Xiang Li, Assistant Professor, Massachusetts General Hospital and Harvard Medical School, Harvard University (<a href=\"mailto:xli60@mgh.harvard.edu\">xli60@mgh.harvard.edu<\/a>)<\/li>\n\n\n\n<li>Yuan Luo, Chief AI Officer, Full Professor, Feinberg School of Medicine, Northwestern University (<a href=\"mailto:yuan.luo@northwestern.edu\">yuan.luo@northwestern.edu<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium External URL:<\/h3>\n\n\n\n<p><a href=\"https:\/\/sites.google.com\/view\/aaai25-ai4health\">https:\/\/sites.google.com\/view\/aaai25-ai4health<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"08\">Current and Future Varieties of Human-AI Collaboration<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--4\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/sites.google.com\/view\/aaai-human-ai-collaboration\/#h.6gj3k42kwws\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>There is general agreement that AI has the potential to revolutionize society, but existing systems lack flexibility and robustness. Before they can assist humans effectively, they must be able to interact with people as genuine collaborators. We should explore more fully the ways that humans and machines can work together, each drawing on strengths that offset the other&#8217;s weaknesses. We should also address concerns about risk, trust, and safety that arise in collaborative settings.<\/p>\n\n\n\n<p>This symposium will focus on varieties of human-AI collaboration that occur in task-oriented interactions. This includes team settings in which: a human oversees AI agents; an AI agent advises a person on complex<br>tasks; humans and AI agents cooperate as equals; an AI system coordinates humans and agents; and human and AI agents handle subtasks usually done by one person. These differ in roles, responsibilities, and  interactions in ways that cut across different AI paradigms.<\/p>\n\n\n\n<p>Presentations will discuss application domains that can benefit from collaborative AI, implemented systems that participate in human-AI teams, and remaining challenges. Rather than focusing on details of AI systems, submissions and presentations should discuss the:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Problem domain and overall objective of human-AI collaboration;<\/li>\n\n\n\n<li>Human and AI team members, including abilities and expertise;<\/li>\n\n\n\n<li>Roles and responsibilities of team members for component tasks;<\/li>\n\n\n\n<li>Objectives, expectations, and interactions among team members;<\/li>\n\n\n\n<li>Incorporation of features like transparency, trust, and dependability;<\/li>\n\n\n\n<li>Tradeoffs between risks and benefits in the collaboration; and<\/li>\n\n\n\n<li>Measures of task performance for both the overall team and members.<\/li>\n<\/ul>\n\n\n\n<p>Addressing these issues will make talks more accessible to participants with different backgrounds, encourage discussion of general principles for human-AI teaming, and forge a stronger research community.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Submissions and Dates<\/h3>\n\n\n\n<p>Authors should submit extended abstracts of proposed talks through the AAAI Spring Symposium EasyChair site: <a href=\"https:\/\/easychair.org\/conferences\/?conf=sss25\">https:\/\/easychair.org\/conferences\/?conf=sss25<\/a><\/p>\n\n\n\n<p>Submissions should be one to two pages, including figures and references, using 11-point font in any pdf format. We will prioritize abstracts that address the facets of human-AI collaboration listed above.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Submission deadline: Friday, February 7, 2025, Anytime On Earth<\/li>\n\n\n\n<li>Author notification: Friday, February 21, 2025, Anytime On Earth<\/li>\n\n\n\n<li>Revised abstracts due: Friday, March 14, 2025, Anytime On Earth<\/li>\n\n\n\n<li>Symposium dates: March 31, 2025, to April 2, 2025<\/li>\n<\/ul>\n\n\n\n<p>We do not plan to compile a proceedings, although revised abstracts will be available on the meeting Web site. Authors are welcome to reuse content they plan to publish or that has already appeared.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Organizing Committee<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>David W. Aha, Navy Center for Applied Research in AI<\/li>\n\n\n\n<li>Marco Brambilla, Politecnico di Milano<\/li>\n\n\n\n<li>Matthew Johnson, Institute for Human and Machine Cognition<\/li>\n\n\n\n<li>Pat Langley, Georgia Tech Research Institute<\/li>\n\n\n\n<li>William Lawless, U.S. Naval Research Laboratory<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">Symposium External URL<\/h4>\n\n\n\n<p>For additional details, please see the supplementary symposium site at<\/p>\n\n\n\n<p><a href=\"https:\/\/sites.google.com\/view\/aaai-human-ai-collaboration\/\">https:\/\/sites.google.com\/view\/aaai-human-ai-collaboration\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"02\">GenAI@Edge: Empowering Generative AI at the Edge<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--5\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/sites.google.com\/view\/gen-ai-edge\/program-schedule\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>Generative AI and foundation models have revolutionized cloud-based AI applications. At the same time, advancements in embedded machine learning and tinyML are enhancing AI capabilities at the network\u2019s edge. As hardware and algorithms continue to improve, these fields are increasingly converging.<\/p>\n\n\n\n<p>The <strong>GenAI@Edge: Empowering Generative AI at the Edge<\/strong> symposium addresses the critical challenge of deploying sophisticated models in edge environments, where computational resources are limited and efficiency is crucial. Traditionally, generative AI models, due to their high computational demands, have relied on powerful centralized servers. However, the growing demand for real-time, on-device AI solutions in mobile devices, IoT, AR\/VR, and other edge applications necessitates innovative approaches in model optimization and efficient algorithm design.<\/p>\n\n\n\n<p>For the first time, this symposium will bring together experts in edge AI, foundation models, and generative AI to foster connections that will drive new advancements in AI. The symposium will focus on the current status and future outlook of deploying foundation models and generative AI on resource-constrained embedded devices, integrating them within the edge-to-cloud continuum. We aim to bridge this gap by exploring cutting-edge techniques in novel computing architectures, model compression, and efficient algorithm design tailored for edge computing. The organizing committee, with a strong track record of successfully hosting conferences and workshops, is well-connected to various communities from which they plan to draw participants.<\/p>\n\n\n\n<p>The <strong>GenAI@Edge<\/strong> symposium will assemble a diverse group of experts and researchers from a range of disciplines, including machine learning, hardware design, data science, and cybersecurity, to share recent advancements, open problems, and challenges in their respective fields. The symposium\u2019s goal is to brainstorm research directions that will lead to groundbreaking innovations in generative AI systems.<\/p>\n\n\n\n<p>The event will cover various aspects and applications of generative AI, from model optimization and secure data handling to practical implementations in different industries. <strong>The primary objective is to explore how generative AI models can be made more efficient in terms of data usage, model architecture, training processes, and inference\u2014especially on edge devices.<\/strong> Through this multifaceted symposium and the talks by expert speakers, we hope to engage the broader AI community in addressing the unique challenges of deploying generative AI at the edge, fostering collaboration and innovation in this dynamic field.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Topics of Interest:<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Efficient Training and Inference for Generative AI and Foundation Models<\/strong>\n<ul class=\"wp-block-list\">\n<li>Optimizing Memory and Computational Resources<\/li>\n\n\n\n<li>Efficient Algorithms and Hardware Acceleration<\/li>\n\n\n\n<li>Advanced Deployment and Training Techniques<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Data Efficiency in Generative AI Models<\/strong>\n<ul class=\"wp-block-list\">\n<li>Exploring Few-shot Learning<\/li>\n\n\n\n<li>Refinement and Fine Tuning<\/li>\n\n\n\n<li>Maximizing Data Utility<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Efficient Generative AI applications on the Edge<\/strong>\n<ul class=\"wp-block-list\">\n<li>Computer Vision Applications<\/li>\n\n\n\n<li>Neural Rendering<\/li>\n\n\n\n<li>Cross-Disciplinary Integration<\/li>\n\n\n\n<li>Multimodal Interactions<\/li>\n\n\n\n<li>Customization and Editing<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Format of Symposium:<\/h3>\n\n\n\n<p>The symposium&#8217;s program is thoughtfully designed to foster interaction and engagement, featuring invited talks, focused Q&amp;A sessions, and panel discussions structured as mini tutorials. This format provides an excellent opportunity for young researchers to connect with experts in their fields of interest. Additionally, the symposium invites paper submissions, with all accepted papers to be published in the AAAI Proceedings. The symposium will also feature poster sessions for all accepted papers for fostering interactive discussions and networking among attendees.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Requirements:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maximum of 8 pages, including references.<\/li>\n\n\n\n<li>Submissions must be anonymized for double-blind review.<\/li>\n\n\n\n<li>For paper formatting, please use the AAAI-25 author kit (<a href=\"https:\/\/aaai.org\/authorkit25\/\">https:\/\/aaai.org\/authorkit25\/<\/a>).<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Site Information:<\/h3>\n\n\n\n<p><strong>Submission Site<\/strong>: <a href=\"https:\/\/easychair.org\/conferences\/?conf=sss25\">https:\/\/easychair.org\/conferences\/?conf=sss25<\/a> <\/p>\n\n\n\n<p><strong>Contact:<\/strong> <a href=\"mailto:edgegenai@gmail.com\">edgegenai@gmail.com<\/a><\/p>\n\n\n\n<p><strong>Important Dates<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Paper submission: 2nd of February 2025<\/strong><\/li>\n\n\n\n<li><strong>Notification: 10th of February 2025<\/strong><\/li>\n\n\n\n<li><strong>Camera-ready submission: 17th of February 2025<\/strong><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium Committee:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Tinoosh Mohsenin<\/strong>, Associate Professor, Johns Hopkins University, Email: tinoosh@jhu.edu<\/li>\n\n\n\n<li><strong>Evgeni Gousev<\/strong>, Senior Director of Engineering, Qualcomm Research, Email: egousev@qti.qualcomm.com<\/li>\n\n\n\n<li><strong>Eiman Kanjo<\/strong>, Professor, Imperial College London, Email: e.kanjo@imperial.ac.uk<\/li>\n\n\n\n<li><strong>Dongkuan (DK) Xu<\/strong>, Assistant Professor, North Carolina State University, Email: dxu27@ncsu.edu<\/li>\n\n\n\n<li><strong>Hasib-Al Rashid<\/strong>, Machine Learning Engineer, Zywie Healthcare, Email: hrashid1@umbc.edu<\/li>\n\n\n\n<li><strong>Pretom Roy Ovi<\/strong>, Assistant Professor, University of North Texas, Email: Pretomroy.Ovi@unt.edu<\/li>\n\n\n\n<li><strong>Binazir Karimzadeh<\/strong>, Postdoctoral Fellow, Georgia Institute of Technology, Email: binazir.bfk@gmail.com<\/li>\n\n\n\n<li><strong>Xiaomin Lin, <\/strong>Postdoctoral Researcher, Johns Hopkins University, Email:&nbsp;xlin52@jhu.edu<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium External URL:<\/h3>\n\n\n\n<p><a href=\"https:\/\/sites.google.com\/view\/gen-ai-edge\">https:\/\/sites.google.com\/view\/gen-ai-edge<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"03\">Human-Compatible AI for Well-being: Harnessing Potential of GenAI for AI-Powered Science<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--6\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"http:\/\/www.cas.lab.uec.ac.jp\/wordpress\/aaai2025-hcai-program\/\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>The rapid evolution of Artificial Intelligence (AI), particularly Generative AI (GenAI), presents transformative opportunities and challenges for enhancing individual and societal well-being. This symposium will explore two key perspectives:<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Human-Compatible AI for Safeguarding Human Values<\/h4>\n\n\n\n<p>This focus area emphasizes the development of AI systems that align with human-defined values such as autonomy, fairness, and transparency. Discussions will examine how such systems can enhance personal decision-making, foster trust, and mitigate risks such as biases, privacy violations, and manipulation.<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">AI-Powered Science for Real-World Applications<\/h4>\n\n\n\n<p>This perspective explores the practical applications of AI technologies like GenAI in sectors such as healthcare, education, and creative industries. The discussions will focus on maximizing their potential while addressing ethical concerns, including bias detection, equitable workforce transitions, and AI-driven advancements across diverse fields.<\/p>\n\n\n\n<p>The symposium aims to integrate these approaches, ensuring that AI technologies are both practically beneficial and aligned with human values. Discussions will address AI\u2019s dual role in driving scientific innovation and safeguarding well-being in real-world contexts.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Topics<\/h3>\n\n\n\n<p>We invite contributions addressing the following themes, including but not limited to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Human-Compatible AI<\/strong><strong>:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Responsible AI for personalized healthcare and education<\/li>\n\n\n\n<li>Interpretable AI for critical decision-making<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Ethical guidelines for designing GenAI systems<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI-Powered Science<\/strong><strong>:<\/strong>\n<ul class=\"wp-block-list\">\n<li>Fairness and bias mitigation in machine learning<\/li>\n\n\n\n<li>AI\u2019s role in societal transformations and public discourse<\/li>\n\n\n\n<li>Innovative applications in healthcare and creative industries<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<p>Submissions that integrate technical insights with philosophical and ethical considerations are particularly encouraged.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Format<\/h3>\n\n\n\n<p>The symposium will feature the following:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Invited talks<\/li>\n\n\n\n<li>Technical paper presentations<\/li>\n\n\n\n<li>Poster and demonstration sessions<\/li>\n\n\n\n<li>Panel discussions on emerging challenges and opportunities<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Information<\/h3>\n\n\n\n<p>Interested participants should submit full papers (8 pages maximum) or extended abstracts (2 pages maximum). Abstracts must specify the intended presentation format: long paper, short paper, demonstration, or poster presentation.<\/p>\n\n\n\n<p>All submissions must follow AAAI\u2019s format guidelines and be submitted via EasyChair at<strong>&nbsp;<a href=\"https:\/\/easychair.org\/conferences\/?conf=sss25\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/easychair.org\/conferences\/?conf=sss25<\/a>.&nbsp;<\/strong>Additionally, email submissions to <a href=\"sss2025-hcai@cas.lab.uec.ac.jp\">sss2025-hcai[at]cas.lab.uec.ac.jp<\/a>&nbsp;by December 30th, 2024.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Important Dates<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Submission Deadline: December 30th, 2024<\/li>\n\n\n\n<li>Author Notification: February 10th, 2025<\/li>\n\n\n\n<li>Camera-Ready Deadline: February 17th, 2025<\/li>\n\n\n\n<li>Registration Deadline: February 17th, 2025<\/li>\n\n\n\n<li>Symposium Dates: March 31st &#8211; April 2nd, 2025<\/li>\n\n\n\n<li>Proceedings Publication: October 31st, 2025 (tentative)<\/li>\n\n\n\n<li><strong>Co-Chairs<\/strong><strong>:<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Takashi Kido (Teikyo University, Japan)<\/p>\n\n\n\n<p>Keiki Takadama (The University of Tokyo, Japan)<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">For more information<\/h3>\n\n\n\n<p>please visit the symposium website:<br><a href=\"http:\/\/www.cas.lab.uec.ac.jp\/wordpress\/aaai_spring_2025\/\" target=\"_blank\" rel=\"noreferrer noopener\">http:\/\/www.cas.lab.uec.ac.jp\/wordpress\/aaai_spring_2025\/<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"04\">Machine Learning and Knowledge Engineering for Trustworthy Multimodal and Generative AI (AAAI-MAKE)<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--7\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>AAAI-MAKE 2025 aims to bring together a diverse group of researchers and practitioners to explore integrating machine learning (ML) and knowledge engineering (KE) in hybrid, multimodal AI systems. By focusing on the hybrid AI MAKE paradigm, the symposium will examine how combining symbolic reasoning with machine learning across multiple modalities\u2014such as text, speech, image, video, radar, and lidar\u2014can pave the way for trustworthy, generative AI. The symposium will serve as a platform for presenting cutting-edge research and facilitating collaboration between academia and industry, addressing the challenges of creating AI systems that are robust, explainable, and capable of human-like reasoning across diverse applications.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Topics<\/h3>\n\n\n\n<p>Key topics of discussion will include, but are not limited to:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Machine Learning, Deep Learning, and Neural Networks<\/li>\n\n\n\n<li>Knowledge Engineering, Representation, and Reasoning<\/li>\n\n\n\n<li>Multimodal, Trustworthy, Commonsense, and Explainable AI<\/li>\n\n\n\n<li>Hybrid AI and Neuro-Symbolic AI<\/li>\n\n\n\n<li>Generative AI and Large Language Models (LLMs)<\/li>\n\n\n\n<li>Human-Centered AI, Dialogue Systems, and Conversational AI<\/li>\n\n\n\n<li>Hybrid (Human-Artificial) Intelligence and Human-in-the-Loop AI<\/li>\n<\/ul>\n\n\n\n<p>AAAI-MAKE serves as a platform to shape the future of hybrid AI by bridging the gap between machine learning and knowledge engineering. It emphasizes the importance of multimodal systems and generative AI in creating robust, reliable, and transparent AI technologies.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Format and Keynotes<\/h3>\n\n\n\n<p>The 2.5-day event will follow the traditional AAAI Spring Symposium Series schedule, with keynotes and morning and afternoon sessions for full, position, and short-paper presentations. We are pleased to announce the following keynote speakers and invited talks:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Andrei Barbu<\/strong> is a research scientist at MIT\u2019s Computer Science and Artificial Intelligence Laboratory (CSAIL) and the Center for Brains, Minds, and Machines (CBMM).<\/li>\n\n\n\n<li><strong>Leilani H. Gilpin <\/strong>is an assistant professor in Computer Science and Engineering at the University of California, Santa Cruz, and a Science &amp; Justice Research Center affiliate.<\/li>\n\n\n\n<li><strong>Alessandro Oltramari<\/strong> is the president of the Carnegie Bosch Institute and a senior research scientist at the Bosch Research and Technology Center in Pittsburgh.<\/li>\n\n\n\n<li><strong>Pradeep Ravikumar<\/strong> is a professor in the Machine Learning Department of the School of Computer Science at Carnegie Mellon University.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission<\/h3>\n\n\n\n<p>We solicit <strong>full papers (6 to 8 pages)<\/strong> and <strong>position or short papers (2 to 4 pages)<\/strong> that can include recent or ongoing research, challenges with datasets, and surveys.<\/p>\n\n\n\n<p>All submissions must reflect the formatting instructions of the AAAI author kit (<a href=\"https:\/\/www.aaai-make.info\/authorkit\">https:\/\/www.aaai-make.info\/authorkit<\/a>) and be submitted through EasyChair (Link coming soon).<\/p>\n\n\n\n<p>The invitation of contributors and presenters will be based on a rigorous single-blinded review of papers by the program committee. Submissions that do not adequately address hybrid, multimodal or trustworthy AI may be desk rejected at the editors\u2019 discretion. Accepted papers shall be published as part of the \u201cProceedings of the AAAI Symposium Series\u201d by the AAAI Library.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><a><\/a>Important Dates<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Abstract submission: 23<sup>rd<\/sup> of December 2024<\/li>\n\n\n\n<li>Paper submission: 30<sup>th<\/sup> of December 2024<\/li>\n\n\n\n<li>Notification: 20<sup>th<\/sup> of January 2025<\/li>\n\n\n\n<li>Camera-ready submission: 3<sup>rd<\/sup> of February 2025<\/li>\n\n\n\n<li>Symposium: 31<sup>st<\/sup> of March-2<sup>nd<\/sup> of April 2025<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Organizing Committee<\/h3>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Andreas Martin <\/strong>(primary contact)<strong><\/strong> FHNW, Olten, Switzerland <a href=\"mailto:andreas.martin@fhnw.ch\">andreas.martin@fhnw.ch<\/a><\/td><\/tr><tr><td><strong>Maaike de Boer<\/strong> TNO, The Hague, Netherlands <a href=\"mailto:maaike.deboer@tno.nl\">maaike.deboer@tno.nl<\/a><\/td><\/tr><tr><td><strong>Aurona Gerber<\/strong> University of the Western Cape, Cape Town, South Africa <a href=\"mailto:agerber@uwc.ac.za\">agerber@uwc.ac.za<\/a><\/td><\/tr><tr><td><strong>Pascal Hitzler<\/strong> Kansas State University, Manhattan, KS, USA <a href=\"mailto:hitzler@ksu.edu\">hitzler@ksu.edu<\/a><\/td><\/tr><tr><td><strong>Yen-Ling Kuo<\/strong> University of Virginia, Charlottesville, VA, USA <a href=\"mailto:ylkuo@virginia.edu\">ylkuo@virginia.edu<\/a><\/td><\/tr><tr><td><strong>Paulo Shakarian<\/strong> Arizona State University, Tempe, AZ, USA <a href=\"mailto:pshak02@asu.edu\">pshak02@asu.edu<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>Pedro A. Colon-Hernandez<\/strong> Apple, Mountain View, CA, USA <a href=\"mailto:pe25171@mit.edu\">pe25171@mit.edu<\/a><\/td><\/tr><tr><td><strong>Hans-Georg Fill<\/strong> University of Fribourg, Switzerland <a href=\"mailto:hans-georg.fill@unifr.ch\">hans-georg.fill@unifr.ch<\/a><\/td><\/tr><tr><td><strong>Knut Hinkelmann<\/strong> FHNW, Olten, Switzerland <a href=\"mailto:knut.hinkelmann@fhnw.ch\">knut.hinkelmann@fhnw.ch<\/a><\/td><\/tr><tr><td><strong>Jane Yung-jen Hsu<\/strong> Chang Gung University, Taoyuan, Taiwan. <a href=\"mailto:yjhsu@cgu.edu.tw\">yjhsu@cgu.edu.tw<\/a><\/td><\/tr><tr><td><strong>Thomas Schmid<\/strong> Martin Luther University Halle-Wittenberg, Germany <a href=\"mailto:thomas.schmid@medizin.uni-halle.de\">thomas.schmid@medizin.uni-halle.de<\/a><\/td><\/tr><tr><td><strong>Reinhard Stolle<\/strong> Fraunhofer IKS, M\u00fcnchen, Germany <a href=\"mailto:reinhard.stolle@iks.fraunhofer.de\">reinhard.stolle@iks.fraunhofer.de<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium Webpage<\/h3>\n\n\n\n<p><a href=\"https:\/\/www.aaai-make.info\">https:\/\/www.aaai-make.info<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"05\">Symposium on Child-AI Interaction in the Era of Foundation Models<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--8\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/sites.google.com\/iu.edu\/childai-aaai2025\/schedule\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>Foundation models such as large language models (LLMs), vision language models (VLMs), and speech foundation models, can enable more effective, natural, and engaging child-AI interactions. Both academic researchers and industry practitioners are increasingly interested in leveraging these models to provide accessible, personalized support for children in areas such as education, entertainment, health, and well-being. However, the opportunities presented by foundation models are accompanied by significant risks and ethical concerns, especially in the context of child-AI interactions. Notable concerns include privacy, bias, and the potential of exposure to harmful and illegal content. The proposed symposium aims to bring together an interdisciplinary group of presenters and participants from relevant fields including, but not limited to, human-robot interaction (HRI), human-computer interaction (HCI), natural language processing (NLP), spoken language understanding (SLU), machine learning (ML), education, and pediatric healthcare. The symposium aims to offer a unique opportunity for researchers across these disciplines to foster mutual understanding and facilitate collaborations, paving the way for future advancements in child-AI interaction.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Topics:<\/h3>\n\n\n\n<p>This symposium aims to include topics from key disciplines that study child-AI interaction. These topics may be categorized into two related categories.<\/p>\n\n\n\n<p>1. Child-Centered Interaction Research: This category focuses on work that creates novel interactions for children; this includes both interactions that currently leverage AI and interactions that do not yet leverage AI. We invite submissions across different research fields, including but not limited to human-robot interaction, human-computer interaction, social science, education, and pediatrics.<\/p>\n\n\n\n<p>2. Child-Centered AI Research: This category welcomes submissions that explore novel machine learning methods across various sub-fields that have implications in child-AI interactions. We solicit work that includes but is not limited to natural language processing, speech processing, computer vision, and multimodal machine learning.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Format of Symposium:<\/h3>\n\n\n\n<p>The symposium will include the following activities: 1) invited presentations that foster understanding across different research topics or fields; 2) student paper presentations to facilitate in-depth discussions on up-and-coming work; 3) open-format panels to encourage free discussions and Q&amp;A between speakers and participants; and 4) breakout rooms to provide opportunities for networking and tailored discussions based on participants\u2019 research interests.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Requirements:&nbsp;<\/h3>\n\n\n\n<p>Poster\/short\/position papers: Recommended 2 pages and Maximum 4 pages excluding references. Full papers: Maximum 8 pages excluding references.&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Website:<\/h3>\n\n\n\n<p><a href=\"https:\/\/easychair.org\/conferences\/?conf=sss25\">https:\/\/easychair.org\/conferences\/?conf=sss25<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Deadlines:<\/h3>\n\n\n\n<p>All deadlines are 11:59pm In Anywhere on Earth (AoE) time zone.<\/p>\n\n\n\n<p>For archival papers that are going to be included in the official AAAI Symposium Proceedings:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Submission deadline: January 17<\/li>\n\n\n\n<li>Notification of acceptance or rejection: January 24<\/li>\n\n\n\n<li>Camera-ready paper deadline: February 1<\/li>\n<\/ul>\n\n\n\n<p>For&nbsp;non-archival&nbsp;papers:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Submission deadline: February 1<\/li>\n\n\n\n<li>Notification of acceptance or rejection: February 10<\/li>\n\n\n\n<li>Camera-ready paper deadline: February 17<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium Committee:<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Zhonghao Shi (University of Southern California) zhonghas@usc.edu<\/li>\n\n\n\n<li>Nathan Dennler (University of Southern California) dennler@usc.edu<\/li>\n\n\n\n<li>Amy O&#8217;Connell (University of Southern California) amy.dell@usc.edu<\/li>\n\n\n\n<li>Maja Matari\u0107 (University of Southern California) mataric@usc.edu<\/li>\n\n\n\n<li>Leigh Levinson (Indiana University, Bloomington) lmlevins@iu.edu<\/li>\n\n\n\n<li>Selma \u0160abanovi\u0107 (Indiana University, Bloomington) selmas@iu.edu<\/li>\n\n\n\n<li>Nicholas Georgiou (Yale University) nicholas.georgiou@yale.edu<\/li>\n\n\n\n<li>Brian Scassellati (Yale University) brian.scassellati@yale.edu<\/li>\n\n\n\n<li>Xuan Shi (University of Southern California) xuanshi@usc.edu<\/li>\n\n\n\n<li>Tiantian Feng (University of Southern California) tiantiaf@usc.edu<\/li>\n\n\n\n<li>Shrikanth Narayanan (University of Southern California) shri@usc.edu<\/li>\n\n\n\n<li>Jieyu Zhao (University of Southern California) jieyuz@usc.edu<\/li>\n\n\n\n<li>Robin Jia (University of Southern California) robinjia@usc.edu<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium External URL:<\/h3>\n\n\n\n<p><a href=\"https:\/\/sites.google.com\/iu.edu\/childai-aaai2025\/home\">https:\/\/sites.google.com\/iu.edu\/childai-aaai2025\/home<\/a>. <br>If you have questions about the symposium, please feel free to contact Zhonghao Shi (<a href=\"mailto:zhonghas@usc.edu\">zhonghas@usc.edu<\/a>) and Nathan Dennler (<a href=\"mailto:dennler@usc.edu\">dennler@usc.edu<\/a>).<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"06\">Towards Agentic AI for Science: Hypothesis Generation, Comprehension, Quantification, and Validation<\/h2>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button is-style-outline is-style-outline--9\"><a class=\"wp-block-button__link has-brand-color-1-color has-text-color has-link-color wp-element-button\" href=\"https:\/\/aaaiagenticai.github.io\/index.html#schedule\">Program Schedule<\/a><\/div>\n<\/div>\n\n\n\n<p>Integrating Agentic AI into scientific discovery marks a transformative moment in research and development. By leveraging the autonomous capabilities of Agentic AI, scientists can revolutionize hypothesis generation, comprehension, quantification, and validation. This symposium explores the challenges and opportunities of applying Agentic AI systems to accelerate scientific progress across disciplines.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Traditional AI applications in science have primarily focused on isolated tasks, often requiring significant human intervention for contextual understanding and execution. In contrast, Agentic AI systems, powered by advanced large language models (LLMs) offer the potential for greater autonomy, interpretability, and interactivity. These systems can independently design experiments, propose hypotheses, and interact with researchers to refine insights, enabling a systematic and holistic approach to scientific discovery.&nbsp;&nbsp;<\/p>\n\n\n\n<p>Despite its promise, deploying Agentic AI in science faces significant challenges. For instance, the novelty of hypotheses generated by these systems is often limited by training data, and the complexity of real-world phenomena remains challenging to model accurately. Verification and reproducibility of AI-driven discoveries also present hurdles that demand rigorous theoretical and practical frameworks. Furthermore, the ethical implications of AI decision-making in science, including fairness, transparency, and accountability, must be carefully addressed.&nbsp;&nbsp;<\/p>\n\n\n\n<p>This symposium provides a collaborative platform for researchers, practitioners, and policymakers to address these issues. Through keynote talks, panel discussions, and interactive sessions, participants will explore how Agentic AI can redefine scientific discovery, from hypothesis generation, comprehension, and quantification to robust validation. Key outcomes will include identifying gaps in current research, fostering interdisciplinary collaborations, and setting an agenda for the future development of responsible and impactful Agentic AI systems.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Topics&nbsp;<\/h3>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Design and development of agentic AI systems for scientific discovery<\/li>\n\n\n\n<li>Theoretical foundation for scientific agentic AI<\/li>\n\n\n\n<li>Practical application of scientific agentic AI<\/li>\n\n\n\n<li>Open problems and challenges on scientific agentic AI<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Format of Symposium&nbsp;<\/h3>\n\n\n\n<p>The symposium will be structured as a two-and-a-half-day event, featuring:&nbsp;<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>&nbsp;Six keynote talks by leading experts in Agentic AI and scientific research&nbsp;<\/li>\n\n\n\n<li>Technical presentations and invited talks covering cutting-edge advancements&nbsp;<\/li>\n\n\n\n<li>&nbsp;Interactive workshops on practical implementation and challenges&nbsp;<\/li>\n\n\n\n<li>Breakout sessions for brainstorming solutions to open problems&nbsp;<\/li>\n\n\n\n<li>Panel discussions addressing future directions and interdisciplinary opportunities&nbsp;<\/li>\n<\/ol>\n\n\n\n<h3 class=\"wp-block-heading\">Important Deadlines<\/h3>\n\n\n\n<p>All deadlines are 11:59pm Anywhere on Eath (AoE)<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Paper submission deadline: February 1, 2025<\/li>\n\n\n\n<li>Acceptance notification: February 10, 2025<\/li>\n\n\n\n<li>Camera ready deadline: February 17, 2025<\/li>\n\n\n\n<li>Symposium dates: March 31-April 2, 2025<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Requirements&nbsp;<\/h3>\n\n\n\n<p>We accept both full papers and position or short papers. There are archival and non-archival options. Accepted archival papers will be published as part of the \u201cProceedings of the AAAI Symposium Series\u201d by the AAAI Library.<\/p>\n\n\n\n<p>Format and requirements of submissions:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Maximum of 7 pages of main content, and unlimited pages of references<\/li>\n\n\n\n<li>Submissions must be anonymized for double-blind review. Please do not include acknowledgment in the submission.<\/li>\n\n\n\n<li>Please use the AAAI-25 author kit for the paper formatting (<a href=\"https:\/\/aaai.org\/authorkit25\/\">https:\/\/aaai.org\/authorkit25\/<\/a>)<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Submission Site Information&nbsp;<\/h3>\n\n\n\n<p>Submissions will be accepted via the AAAI Official EasyChair site: <a href=\"https:\/\/easychair.org\/conferences\/?conf=sss25\">https:\/\/easychair.org\/conferences\/?conf=sss25<\/a>&nbsp;<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium Committee&nbsp;<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Mingyu Derek Ma, UCLA &amp; Genentech Prescient Design (ma@cs.ucla.edu)&nbsp;<\/li>\n\n\n\n<li>Adithya Kulkarni, Virginia Tech (aditkulk@vt.edu)&nbsp;<\/li>\n\n\n\n<li>Hanchen Wang, Stanford University (hanchenw@stanford.edu)&nbsp;<\/li>\n\n\n\n<li>Lifu Huang, UC Davis (lfuhuang@ucdavis.edu)&nbsp;<\/li>\n\n\n\n<li>Yujun Yan, Dartmouth College (yujun.yan@dartmouth.edu)&nbsp;<\/li>\n\n\n\n<li>Kexin Huang, Stanford University (kexinh@stanford.edu)<\/li>\n\n\n\n<li>Wei Wang, UCLA (weiwang@cs.ucla.edu)&nbsp;<\/li>\n\n\n\n<li>Dawei Zhou, Virginia Tech (zhoud@vt.edu)&nbsp;<\/li>\n\n\n\n<li>Jure Leskovec, Stanford University (jure@cs.stanford.edu)&nbsp;<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">Symposium External URL&nbsp;<\/h3>\n\n\n\n<p><a href=\"https:\/\/aaaiagenticai.github.io\">https:\/\/aaaiagenticai.github.io<\/a><\/p>\n\n\n\n<p>If you have any questions, please feel free to contact Mingyu Derek Ma (<a href=\"mailto:derek.ma@ucla.edu\">derek.ma@ucla.edu<\/a>) or Adithya Kulkarni (aditkulk@vt.edu).<\/p>\n\n\n\n<p><\/p>\n","protected":false},"featured_media":0,"parent":41070,"menu_order":0,"template":"","meta":{"_acf_changed":false,"_eb_attr":"","ub_ctt_via":"","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":""},"categories":[],"class_list":{"0":"post-90928","1":"conference","2":"type-conference","3":"status-publish","5":"entry"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v23.4 - 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