Fenglong Ma

A method for personalized machine learning in federated learning environments.

A novel approach enhances reliability by assessing concept familiarity before generating responses.

A novel approach protects language models from harmful input manipulation.

A new method enhances recommendations by combining images, text, and prices effectively.

HQA-Attack creates high-quality adversarial examples in text while preserving meaning.

A fine-grained method to enhance online shopping recommendations based on user feedback.

A fresh approach improves predictions for session-based product recommendations.

A new method improves federated learning for multi-modal data despite missing information.

A new model enhances synthetic EHR data for improved healthcare applications.

A new framework improves federated learning while ensuring data privacy.

Researchers propose a method to enhance medical models while ensuring data privacy.

A system for secure AI learning in healthcare without sharing patient data.

Innovative methods help rural clinics access advanced healthcare solutions.