2024

Knowledge Graph Embedding: A Survey from the Perspective of Representation Spaces

Incremental Residual Concept Bottleneck Models

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation

TocBERT: Medical Document Structure Extraction Using Bidirectional Transformers

GraphCare: Enhancing Healthcare Predictions with Open-World Personalized Knowledge Graphs

EMERGE: Integrating RAG for Improved Multimodal EHR Predictive Modeling

VisionGraph: Leveraging Large Multimodal Models for Graph Theory Problems in Visual Context

Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification

Improved Graph Contrastive Learning for Short Text Classification

A Novel ICD Coding Framework Based on Associated and Hierarchical Code Description Distillation