Mengdi Wang

A new system improves fairness in ventilator distribution during emergencies.

This study highlights the sample complexity of Neural Policy Mirror Descent algorithms in deep learning.

A new method enhances federated learning efficiency while maintaining data privacy.

A study examines the fragile safety mechanisms in language models and proposes improvements.

This article discusses the essential aspects of constrained reinforcement learning and its real-world applications.

A new method for estimating indirect relationships in complex data.

This study reveals insights into how numbers can be expressed as products.

Explore how generative AI transforms creativity and optimization in various fields.

Explore the workings and applications of diffusion models in data generation.

New method increases text generation speed using adaptive candidate selection.

SPAC offers a new way to enhance language model responses.

Researchers enhance diffusion models with faster consistency models, maintaining quality.

Combining visuals and language enhances hardware code generation accuracy.

New models enhance video generation by capturing crucial spatial and temporal relationships.

New methods enhance RNA sequence generation and optimization, impacting gene regulation.

A new approach in drug design improves understanding of protein flexibility.

This article explores how a simple transformer learns the one-nearest neighbor prediction method.