Qing Li
4 papers · Latest:
Information Retrieval
From Trajectories to Phenotypes: Disease Progression as Structural Priors for Multi-organ Imaging Representation Learning
A new framework distills disease trajectory knowledge into imaging models, significantly improving disease prediction, especially for rare conditions.
2605.11958
Software EngineeringCodeMMR: Bridging Natural Language, Code, and Image for Unified Retrieval
CodeMMR is a unified model for multimodal code retrieval, bridging natural language, code, and images to improve code search and RAG.
2604.15663
Cryptography & SecuritySecuring Retrieval-Augmented Generation: A Taxonomy of Attacks, Defenses, and Future Directions
This paper taxonomizes RAG security, distinguishing LLM-inherent risks from RAG-specific threats, and reviews attacks, defenses, and future directions.
2604.08304
Information RetrievalReRec: Reasoning-Augmented LLM-based Recommendation Assistant via Reinforcement Fine-tuning
ReRec is a reinforcement fine-tuning framework that enhances LLM-based recommendation assistants with improved multi-step reasoning for complex queries.
2604.07851
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