Quanzheng Li

MedREK: Retrieval-Based Editing for Medical LLMs with Key-Aware Prompts

RODS: Robust Optimization Inspired Diffusion Sampling for Detecting and Reducing Hallucination in Generative Models

System-Embedded Diffusion Bridge Models

ECHOPulse: ECG Controlled Echocardio-gram Video Generation

Distribution-aware Fairness Learning in Medical Image Segmentation From A Control-Theoretic Perspective

Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data

Retraction-free optimization over the Stiefel manifold with application to the LoRA fine-tuning

Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learning

Learning Under Multi-dimensional Domain Shifts: A Ensemble of Mixtures of Experts Approach

Contrastive Learning Via Equivariant Representation