Location: Pennsylvania Convention Center, Room 118A
9:00 - 9:20 | Open Remarks
9:20 - 10:00 | Keynote: Yulia R. Gel (Virginia Tech)
10:00 - 10:15 | Paper Presentation: DEMENTIA-PLAN: An Agent-Based Framework for Multi-Knowledge Graph Retrieval-Augmented Generation in Dementia Care
10:15 - 10:30 | Paper Presentation: PROJECT-KG: A Knowledge Graph for Integrating Cultural Factors into Food Assistance Information Systems
10:30 - 11:00 | Coffee Break
11:00 - 12:15 | Panel Discussion: Chair: Aidong Zhang (University of Virginia); Panelists: Yulia R. Gel (Virginia Tech), Jiaqi Gong (University of Alabama), Silviu Cucerzan (Microsoft), Yuzhou Chen (UCRiverside)
12:15 - 12:30 | Paper Presentation: Assessing a Knowledge Graph Framework for Combating Hallucinations in Large Language Models
12:30 - 14:00 | Lunch Break
14:00 - 14:30 | Invited Talk: Joseph D. Romano (University of Pennsylvania): Knowledge-Driven Artificial Intelligence: Semantic knowledge graphs for driving progress in biomedical AI
14:30 - 14:45 | Paper Presentation: SmartPath: Intelligent Decision Support and Smart Mapping for Optimizing Mobile Clinic Routes
14:45 - 15:00 | Paper Presentation: Structured Insight Generation from Mental Health Counseling Reviews: A GPT Prompt Engineering Enhanced Approach
15:00 - 15:25 | Roundtable Discussion and Networking
15:25 - 15:30 | Closing Remarks
15:30 - 16:00 | Coffee Break
Pre-recorded videos
Detecting and Mitigating Bias in LLMs through Knowledge Graph-Augmented Training (https://youtu.be/5cb5C3QwWfA)
Evaluating Skin Tone Bias in ChatGPT-4 and LLaVA for Skin Disease Identification (https://drive.google.com/drive/folders/1VRhx_UkPKjSJRAxIw97mZztuZZpKzYMo)
How to enable Inclusive & Equitable Education & Health? Opportunity to transform STEM & Medical learning in low-income areas (https://www.youtube.com/watch?v=_dMfdmEc1Ic )