BEGIN:VCALENDAR
PRODID:-//eluceo/ical//2.0/EN
VERSION:2.0
CALSCALE:GREGORIAN
BEGIN:VEVENT
UID:734e5b6671cb458921d23c716a52b016
DTSTAMP:20261015T175812Z
SUMMARY:Breakfast seminar: Data Intelligence for Reliable AI and Multi-Agen
 t Systems with Xuan-Son Vu
DESCRIPTION:Kontakt: susanna.lonnqvist@eit.lth.se\n\nFor breakfast\, please
  sign up no later than October 2nd by using this link: Register for breakf
 ast&nbsp\;Large language models are increasingly deployed as autonomous ag
 ents that plan\, call tools\, and collaborate with other agents to complet
 e complex tasks. As these systems grow more capable\, their reliability de
 pends less on the model itself and more on the quality\, protection\, and 
 flow of data around it. This talk presents our perspective on data intelli
 gence as the foundation for trustworthy AI and multi-agent systems\, drawi
 ng on our own work in pseudonymisation\, data synthesis\, and federated le
 arning\, together with recent advances in agent reliability and evaluation
 .Xuan-Son Vu (Ph.D.) is an Assistant Professor at Lund University of Techn
 ology\, the CTO of WASP Media and Language\, Sweden\, and the Co-founder o
 f DeepTensor AB and AI for Vietnam. He received his Ph.D. degree from Ume
 å University and his M.Sc. degree in Computer Science from Kyungpook Nati
 onal University in Korea\, with a focus on NLP and Machine Learning. His w
 ork has been primarily focused on knowledge\, both acquiring knowledge fro
 m text and multimodal data\, and using structured knowledge to power downs
 tream applications. His recent research centers on multimodal learning and
  data intelligence for reliable AI\, including pseudonymisation and synthe
 tic data generation for privacy preserving training and evaluation\, feder
 ated learning across organisations\, and the reliability and robustness of
  LLM based multi-agent systems. He is a reviewer for journals and conferen
 ces including TheWebConf\, ECAI\, ICDM\, PAKDD\, SSR\, SC2\, COSE (Compute
 rs &amp\; Security)\, IJCAI\, ACL\, and TPAMI.&nbsp\;\n\nMer information o
 m händelsen: https://www.eit.lth.se/evenemang/breakfast-seminar-data-inte
 lligence-reliable-ai-and-multi-agent-systems-xuan-son-vu
DTSTART;TZID=GMT:20261006T070000
DTEND;TZID=GMT:20261006T080000
LOCATION:MH:309A\, Centre for Mathematical Sciences\, Märkesbacken 4\, LTH
END:VEVENT
END:VCALENDAR