January 2026 - Sanghani-faculty

Request for Information on Participation at American Association for the Advancement of Science Annual Meeting -- Feb 12 to 14
by Micale, Barbara 06 Feb '26

06 Feb '26

Dear Faculty and Students, If you will be participating at the American Association for the Advancement of Science Annual Meeting in Phoenix, Arizona, February 12 to 14, please complete this form from the link below to help us promote your work on Sanghani Center social media. Thank you! https://docs.google.com/forms/d/e/1FAIpQLScJytKJtWC8k049v3L5SHIMjgYPyBuPw1g… Barbara L. Micale Public Relations Specialist Sanghani Center for Artificial Intelligence and Data Analytics<https://sanghani.cs.vt.edu/> Virginia Tech blmicale(a)vt.edu<mailto:blmicale@vt.edu> X (formerlyTwitter): @SanghaniCtrVT

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Sanghani Faculty Meeting - Friday, Feb. 6 at 12:00 - 1:30 pm
by Shalaby, Wanawsha 06 Feb '26

06 Feb '26

Dear Colleagues, I hope everyone's semester is off to a good start. Our first Sanghani Faculty meeting for the spring semester is scheduled for Friday, Feb. 6 at 12:00 - 1:30 pm. As usual, if you have any recent news or updates since our last faculty meeting, please send them my way so that I may add them to our meeting slides. Updates include awards, proposals, grants, conference presentations, events, etc. Please send all updates by Wednesday, Feb. 4. Faculty in Blacksburg will be meeting in D&DS 445, while faculty in the D.C. area will be meeting in AB1 5740. I have provided a Zoom link below for those who cannot attend in person. Please note that it's the same link for all of our Sanghani Faculty meetings this semester. I have also sent out a calendar invite for all of the faculty meetings this semester. Join Zoom Meeting https://virginiatech.zoom.us/j/84926352529 Meeting ID: 849 2635 2529 --- One tap mobile +19294362866,,84926352529# US (New York) +13017158592,,84926352529# US (Washington DC) Thank you, Wanawsha Wanawsha Shalaby Manager of Operations Sanghani Center for AI and Data Analytics - Virginia Tech 3625 Potomac Ave., Alexandria, VA 22305 E-Mail: wanah92(a)vt.edu<mailto:wanah92@vt.edu>

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Sanghani Monthly Faculty Meetings
by Shalaby, Wanawsha 30 Jan '26

30 Jan '26

Join Zoom Meeting: https://virginiatech.zoom.us/j/84926352529 Meeting ID: 849 2635 2529

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ORI & ECE Distinguished Lecture: Dr. Rob Moore II from ORNL
by Wang, Xuan 26 Jan '26

26 Jan '26

Hi everyone, I am forwarding this information of a visit of Dr. Rob Moore II<https://www.ornl.gov/staff-profile/rob-g-moore-ii> from ORNL on Friday, January 30, 2026. Dr. Rob Moore will be serving as our joint ORI and ECE Distinguished Lecturer, focusing on the "Genesis" AI-for-Science ecosystem. Attached please find the flyer for Dr. Rob Moore's talk this Friday, January 30, 4-5 pm, both in person (190 Goodwin Hall) and online. Scientific Labs of the Future: An Ecosystem for Multi-Domain Autonomous Science Rob G Moore II Director of Interconnected Science Ecosystem (INTERSECT), Distinguished Staff Scientist Oak Ridge National Laboratory, Oak Ridge, TN Date/Time: Friday, Jan 30, 2026, 4:00pm-5:00pm Location: 190 Goodwin Hall (Quillen Family Auditorium) Zoom: link<https://virginiatech.zoom.us/j/88473170834?pwd=eqp6vgHDsDUBhzYPq9RSIPuD7nux…>; (Zoom ID: 88473170834, Passcode: seminar) Best, Xuan -------- Assistant Professor Department of Computer Science Sanghani Center for AI and Data Analytics Virginia Tech

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[Seminar] Spring Kickoff: Agentic AI Frontier Series – Melanie Mitchell Today
by Jin, Ming 23 Jan '26

23 Jan '26

Hi everyone, We are kicking off the Spring 2026 Agentic AI Frontier Seminar series today. As a reminder, this series brings together researchers working on the cutting edge of AI agents, LLM reasoning, and safety. We have a strong lineup for the semester, starting today with Melanie Mitchell from the Santa Fe Institute (NeurIPS 2025 Keynote speaker). Given her extensive work on abstraction and analogy in AI, this talk should be particularly relevant to those of us working on robustness and generalization in LLMs. Time: Today @ 12:00 PM ET Zoom: https://virginiatech.zoom.us/j/87872134251?pwd=d8ycf9bbWVBK87EbII7nQPIy5YX0… Full Schedule: https://agentic-ai-frontier-seminar.github.io/ Hope to see many of you there. Best, Ming — Ming Jin Assistant Professor Shirish S. Sathaye Jr. Faculty Fellow Bradley Department of Electrical and Computer Engineering Virginia Tech

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Fw: IEEE IV workshop - Smart mobility
by Shalaby, Wanawsha 16 Jan '26

16 Jan '26

FYI. ________________________________ From: Abhijit Sarkar <ASarkar(a)vtti.vt.edu> Sent: Friday, January 16, 2026 10:58 AM To: Shalaby, Wanawsha <wanah92(a)vt.edu>; Micale, Barbara <blmicale(a)vt.edu> Subject: IEEE IV workshop - Smart mobility Hello, Can you please help promote this CFP to Sanghani faculty and students? We are organizing the 3rd workshop on SeConnVehicles: Digital Twin, UAVs, & Smart Transportation. This workshop focuses on three emerging pillars of next-generation transportation security: digital twin technology, UAV integration, and the broader smart mobility ecosystem. The workshop also addresses the incorporation of UAVs into intelligent transportation systems, highlighting privacy considerations, secure communication mechanisms, and real-time threat detection and mitigation techniques. Please consider submitting your original work on topics related to: * Digital twin and Smart City * UAV applications for smart mobility * Real time data processing targeted for smart mobility * Connected mobility (V2X) * Data security in multimodal transportation ecosystem The workshop papers will be peer-reviewed in accordance with IEEE regulations and published in IEEE Xplore as part of the IEEE IV Workshops Proceedings<https://ieeexplore.ieee.org/xpl/conhome/1806378/all-proceedings> For submission please visit: https://sites.google.com/view/seconnvehicles?usp=sharing Workshop/Tutorial Papers* Submission deadline: January 30, 2026 Thanks, Abhijit Sarkar, PhD (He/His/Him) Senior Research Associate Team Leader, Computer Vision and Machine Learning Division of Data and Analytics Virginia Tech Transportation Institute E-mail: asarkar(a)vtti.vt.edu, asarkar1(a)vt.edu Work: (540) 231-1528 Fax: (540) 231-1555

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FW: January 2026 Newsletter - LDC
by Brian Mayer 15 Jan '26

15 Jan '26

FYI From: Ldc-customers1 <ldc-customers1-bounces(a)ldc.upenn.edu> On Behalf Of Penn LDC Sent: Thursday, January 15, 2026 10:42 AM To: Penn LDC <ldc(a)ldc.upenn.edu> Subject: January 2026 Newsletter - LDC In this newsletter: Renew your LDC membership today New publications: CALLHOME Japanese Second Edition <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026S02&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948397 569%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=%2Fs1LEkrbH6 cA3cKliujTZdF5m6YRtnv3xpv94FQ0k0M%3D&reserved=0> CALLHOME Japanese Lexicon Second Edition <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026L01&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948426 471%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=RbWvEykZZ436 IMlpExqGaam0lZ8MVbbeVi1ez0Dpdj4%3D&reserved=0> MATERIAL Swahili-English Language Pack <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026S01&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948446 259%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=WecVxlWXRf4z nU7v0zWRz20rUGeZOzcGygpKGWiciHw%3D&reserved=0> _____ Renew your LDC membership today The importance of curated resources for language-related education, research, and technology development drives LDC's mission to create them, to accept data contributions from researchers across the globe, and to broadly share such resources through the LDC Catalog. LDC members enjoy no-cost access to new corpora released annually, as well as the ability to license legacy data sets from among our 1000 holdings at reduced fees. Ensure that your data needs continue to be met by renewing your LDC membership or by joining the Consortium today. Now through March 2, 2026, any organization that joins the Consortium or renews their membership will receive a 10% discount off the 2026 membership fee. Membership remains the most economical way to access current and past LDC releases. Consult <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.ldc.u penn.edu%2Fmembers%2Fjoin-ldc&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54 b4640a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C63904088794 8471080%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIs IlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=lqBxMytH 2nAE%2BWg49p3rI7tjqlPale46XSDJTfVT%2Fd0%3D&reserved=0> Join LDC for more details on membership options and benefits. _____ New publications: <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026S02&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948497 315%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=4C0%2BYgQBir ES%2BPdwHGDe0DAESHT%2FhgYJ47h5FsPZI5U%3D&reserved=0> CALLHOME Japanese Second Edition was developed by LDC and contains 49 hours of speech from 120 telephone conversations between native Japanese speakers. This publication is a re-release of the original CALLHOME Japanese collection, combining CALLHOME Japanese Speech <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC96S37&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b4640a 608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C63904088794851747 0%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOi JXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=1QZucxnKIcIIS3 BBD5TfWIFISl121Be%2F9kwc2AAcNJY%3D&reserved=0> (LDC96S37) and CALLHOME Japanese Transcripts <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC96T18&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b4640a 608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C63904088794853687 6%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOi JXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=KcT%2F15yCtFn7 SYxgfIB%2FVUHeysb0zzIYhoKBFhAes9w%3D&reserved=0> (LDC96T18) with additional transcription and updated directory structure, file formats, and documentation. This corpus contains the 120 calls from CALLHOME Japanese Speech which represented training and development data and a subset of evaluation data. Participants spoke on topics of their choice in a single telephone call lasting up to 30 minutes. Calls were manually audited for language, recording quality, channel characteristics, dialect, and region. For this second edition, all audio was converted from SPHERE files to FLAC format, and the original training/development/test partitioning was removed. This release also features revised transcripts conforming to updated LDC transcription guidelines that addressed normalization of annotation formats, standardization of speaker-produced and background noises, application of foreign-language marking, whitespace cleanup, and corrections and consistency fixes. The CALLHOME series consists of telephone conversations and transcripts developed by LDC and Rutgers, The State University of New Jersey, in support of research in speaker identification, language identification, and related technologies. Languages in the series include American English, Egyptian Arabic, German, Japanese, Mandarin Chinese, and Spanish. 2026 members can access this corpus through their LDC accounts. Non-members may license this data for $3000. * <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026L01&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948556 797%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=9XdmWaYr5G0t PtGwxGsHYhP1w9TjlE5XIwW5iBz0Eow%3D&reserved=0> CALLHOME Japanese Lexicon Second Edition was developed by LDC and contains 80,688 Japanese words with morphological, phonological, and stress information. This second edition updates file formats, directory structure, and documentation. The first edition is available as CALLHOME Japanese Lexicon <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC96L17&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b4640a 608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C63904088794857675 4%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOi JXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=z3PTFkBb2MHlwu Iq2eADyx3ayahIJzLRYxwAWeTOIw8%3D&reserved=0> (LDC96L17). The words in the lexicon were derived from 80 transcripts representing telephone conversations between native Japanese speakers contained in CALLHOME Japanese Second Edition <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026S02&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948597 076%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=IUzI52XzvqG% 2F2VJQSg86LIYVvYfIwN4OaoG1GVWubqw%3D&reserved=0> (LDC2026S02). The lexicon contains seven tab-separated information fields: (1) headword: orthographic form in kanji or katakana or hiragana (if only written in hiragana); (2) hiragana: orthographic form in hiragana; (3) romanization: orthographic form in romaji; (4) pron: pronunciation of the headword; (5) morph: morphological analysis of the headword; (6) train freq: frequency of the headword in the transcripts; and (7) gloss: glosses of the headword. This release also includes a pronunciation dictionary derived from the lexicon in <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fstdlib.io %2Fdocs%2Fapi%2Flatest%2F%40stdlib%2Fdatasets%2Fcmudict&data=05%7C02%7Cmayer 2%40vt.edu%7C291d2208d7e54b4640a608de544d3d37%7C6095688410ad40fa863d4f32c1e3 a37a%7C0%7C0%7C639040887948621196%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOn RydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7 C0%7C%7C%7C&sdata=bLjMmumZjMeORy%2FjZbQ3PrGWfQzkVwI2Za6MKZLIfGg%3D&reserved= 0> CMUdict format and the grapheme-to-phoneme (G2P) tools used to automatically generate pronunciations for the original lexicon. 2026 members can access this corpus through their LDC accounts provided they have submitted a completed copy of the special license agreement. Non-members may license this data for $2250. * <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2FLDC2026S01&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b464 0a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948642 916%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAi OiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=OL0HHjHCtEA0 %2FtKOjZPyrfZDJAPPsU9Gz09iHTCq0TI%3D&reserved=0> MATERIAL Swahili-English Language Pack was developed by <https://nam04.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.appen. com%2F&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b4640a608de544d3d37%7C6 095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948664051%7CUnknown%7CTWF pbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjo iTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=mDTCOiDKBCmSTaWXCZCTTeduK8RiqNN %2BtxxZgfQGWek%3D&reserved=0> Appen for the IARPA <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fwww.iarpa .gov%2Findex.php%2Fresearch-programs%2Fmaterial&data=05%7C02%7Cmayer2%40vt.e du%7C291d2208d7e54b4640a608de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0 %7C0%7C639040887948686700%7CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIl YiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C %7C&sdata=gkrQ2X16APPw1k4ML8QJ6yJJxA0rVFn25LCJcr6fO3c%3D&reserved=0> MATERIAL program and contains 112 hours of Swahili conversational telephone speech, transcripts, English translations, annotations, and queries. Calls were made using different telephones (e.g., mobile, landline) from a variety of environments. Transcripts cover approximately 30% of the speech files, 3% of which were translated into English. This release also includes domain annotations, English queries, and their relevance annotations. The MATERIAL program focused on underserved languages with the ultimate goal to build cross language information retrieval systems to find speech and text content using English search queries. 2026 members can access this corpus through their LDC accounts provided they have submitted a completed copy of the special license agreement. Non-members may license this data for $250. To unsubscribe from this newsletter, log in to your <https://nam04.safelinks.protection.outlook.com/?url=https%3A%2F%2Fcatalog.l dc.upenn.edu%2Flogin&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b4640a608 de544d3d37%7C6095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948707484%7 CUnknown%7CTWFpbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXa W4zMiIsIkFOIjoiTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=r9ThB1MftHG4QZk5H M8n6g2J%2FwjCSgXY8B7S%2FvfFCHw%3D&reserved=0> LDC account and uncheck the box next to "Receive Newsletter" under Account Options or contact LDC for assistance. Membership Coordinator <https://nam04.safelinks.protection.outlook.com/?url=http%3A%2F%2Fldc.upenn. edu%2F&data=05%7C02%7Cmayer2%40vt.edu%7C291d2208d7e54b4640a608de544d3d37%7C6 095688410ad40fa863d4f32c1e3a37a%7C0%7C0%7C639040887948727619%7CUnknown%7CTWF pbGZsb3d8eyJFbXB0eU1hcGkiOnRydWUsIlYiOiIwLjAuMDAwMCIsIlAiOiJXaW4zMiIsIkFOIjo iTWFpbCIsIldUIjoyfQ%3D%3D%7C0%7C%7C%7C&sdata=mEsbO0d1dvLU2ndnobP3ibwdFq4s4ah PApqoFXfc%2BBo%3D&reserved=0> Linguistic Data Consortium University of Pennsylvania T: +1-215-573-1275 E: <mailto:ldc@ldc.upenn.edu> ldc(a)ldc.upenn.edu M: 3600 Market St. Suite 810 Philadelphia, PA 19104

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Requesting information for participation at AAAI Conference on Artificial Intelligence, Jan 20-27
by Micale, Barbara 12 Jan '26

12 Jan '26

Dear Faculty and Students, If you will be participating at the AAAI Conference on Artificial Intelligence, Jan. 20-27 in Singapore, please complete this form from the link below to help us promote your work on Sanghani Center social media. Thank you! https://docs.google.com/forms/d/e/1FAIpQLSefHRtrS_NNNTQ6Fao9O5T2mha01PgQEJp… Barbara L. Micale Public Relations Specialist Sanghani Center for Artificial Intelligence and Data Analytics<https://sanghani.cs.vt.edu/> Virginia Tech blmicale(a)vt.edu<mailto:blmicale@vt.edu>

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