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Welcome to our tutorial on knowledge-language co-modeling for Medicine and Healthcare (MedKLM) at KDD 2025!
This tutorial will cover:
• LLM-aided KG construction from multi-source multi-modality medical data
• KG-guided LLM enhancement towards reliable medical models
• Knowledge-language co-modeling to facilitate reliable medical applications
Whether you're working on knowledge graphs, language models, foundation models, or medical and healthcare informatics and applications— this is a one-time opportunity to interact with experts and fuel up with recent advances in AI for medicine and healthcare.
Our slides are available at: [come soon]
Our slides are available at: [come soon]
Tutorial Schedule
Tutorial Schedule
Monday August 4, 1-4pm ET
Monday August 4, 1-4pm ET
1:00-1:20: Opening and Introduction
1:20-2:00: Section 1: LLM-aided KG Construction
2:00-2:20: Section 2.1: KG-guided LLM Enhancement I
2:20-2:40: Coffee Break and Discussions
2:40-3:00: Section 2.2: KG-guided LLM Enhancement II
3:00-3:40: Section 3: Applications of MedKLM
3:40-4:00: Closing and Acknowledgement
Tutors
Tutors
Ran Xu (Emory University)
Patrick Jiang (UIUC)
Linhao Luo (Monash University)
Cao Xiao (GE Healthcare)
Adam Cross (UIC)
Shirui Pan (Griffith University)
Jimeng Sun (UIUC)
Carl Yang (Emory University)
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