{"693725":{"#nid":"693725","#data":{"type":"event","title":"SCS Colloquium: Ling Liu","body":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E Ling Liu, School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETalk Title:\u003C\/strong\u003E From GenAI to Agentic AI: The Transformative Impact on Academics\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate\/Location:\u003C\/strong\u003E Friday, Nov. 20, 2026; 11 a.m., KACB 1447\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EAbstract:\u003C\/strong\u003E Agentic AI represents the shift from stateless inference and reactive generation to autonomous and goal-driven orchestration. By chaining generative models together with goal decomposition, multi-round planning, memory retention, and tool-routing, Agentic AI systems solve complex and multi-step reasoning problems end-to-end. Realizing this vision demands a tight equilibrium: efficiency through adaptive learning and scaling, and robustness through continuous governance. Drawing on empirical research and classroom experience, this talk explores how agentic AI is transforming learning and research.\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EBio:\u003C\/strong\u003E Ling Liu is a Professor in the School of Computer Science at Georgia Institute of Technology. Her recent research is mainly centered on efficient AI systems, algorithms and optimizations, as well as responsible AI through developing failure-resilient and trustworthy guardrails. She has graduated 40 PhD students since joining Georgia Tech in 1999, all well placed in either academic institutions or industry. Her current research is primarily supported by USA National Science Foundation, CISCO and IBM. Prof. Liu is a recipient of the best paper award from numerous top venues, including IEEE ICDCS, WWW, ACM\/IEEE CCGrid, IEEE Cloud, ACM ICMR. She served as the editor in chief of multiple IEEE\/ACM Transactions, incl. IEEE Transactions on Services Computing (2013-2016), ACM Transactions on Internet Computing (2019-2024), and currently the editor in chief of IEEE Transactions on Big Data (since 2025). Prof. Liu is a frequent keynote speaker in top-tier venues in Big Data, AI and ML systems, Cloud Computing and Distributed Computing Systems.\u003C\/p\u003E","summary":"","format":"limited_html"}],"field_subtitle":"","field_summary":[{"value":"\u003Cp\u003E\u003Cstrong\u003ESpeaker:\u003C\/strong\u003E Ling Liu, School of Computer Science, Georgia Institute of Technology\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003ETalk Title:\u003C\/strong\u003E From GenAI to Agentic AI: The Transformative Impact on Academics\u003C\/p\u003E\u003Cp\u003E\u003Cstrong\u003EDate\/Location:\u003C\/strong\u003E Friday, Nov. 20, 2026; 11 a.m., KACB 1447\u003C\/p\u003E","format":"limited_html"}],"field_summary_sentence":[{"value":"SCS Colloquium: Ling Liu, \u0022From GenAI to Agentic AI: The Transformative Impact on Academics\u0022 "}],"uid":"36532","created_gmt":"2026-11-03 17:27:11","changed_gmt":"2026-11-03 17:30:29","author":"Morgan Usry","boilerplate_text":"","field_publication":"","field_article_url":"","field_event_time":{"event_time_start":"2026-11-20T11:00:00-05:00","event_time_end":"2026-11-20T12:00:00-05:00","event_time_end_last":"2026-11-20T12:00:00-05:00","gmt_time_start":"2026-11-20 16:00:00","gmt_time_end":"2026-11-20 17:00:00","gmt_time_end_last":"2026-11-20 17:00:00","rrule":null,"timezone":"America\/New_York"},"location":"KACB 1447","extras":[],"hg_media":{"681640":{"id":"681640","type":"image","title":"Ling Liu","body":null,"created":"1793726978","gmt_created":"2026-11-03 17:29:38","changed":"1793726978","gmt_changed":"2026-11-03 17:29:38","alt":"headshot of woman","file":{"fid":"266072","name":"Picture1.jpg","image_path":"\/sites\/default\/files\/2026\/11\/03\/Picture1.jpg","image_full_path":"http:\/\/hg.gatech.edu\/\/sites\/default\/files\/2026\/11\/03\/Picture1.jpg","mime":"image\/jpeg","size":44960,"path_740":"http:\/\/hg.gatech.edu\/sites\/default\/files\/styles\/740xx_scale\/public\/2026\/11\/03\/Picture1.jpg?itok=s_8lMx1B"}}},"media_ids":["681640"],"groups":[{"id":"47223","name":"College of Computing"},{"id":"322011","name":"College of Computing Events"},{"id":"50875","name":"School of Computer Science"}],"categories":[],"keywords":[],"core_research_areas":[],"news_room_topics":[],"event_categories":[],"invited_audience":[{"id":"78761","name":"Faculty\/Staff"},{"id":"174045","name":"Graduate students"},{"id":"78751","name":"Undergraduate students"}],"affiliations":[],"classification":[],"areas_of_expertise":[],"news_and_recent_appearances":[],"phone":[],"contact":[],"email":[],"slides":[],"orientation":[],"userdata":""}}}