Yuan Zhang

Research explores how computers engage in image-based conversations.

Evaluating LLMs for their ability to grasp various aspects of context.

A study on identifying unusual patterns in time series using one-class classification.

New methods use graph theory to enhance structural controllability in switched systems.

Custom LLMs raise safety concerns, particularly with instruction backdoor attacks.

New methods improve efficiency of deep neural networks for limited-resource devices.

A new method enhances text-to-image models using structured scene graphs.

This work improves image captioning through better benchmarks and evaluation methods.

New framework simplifies 3D model creation from text descriptions.

A new method enhances scene text retrieval beyond traditional systems.

Study investigates how Brazilian users engage with political content on social media.

New model improves skin lesion classification accuracy using multiple data types.

A new method protects sensitive data in QUBO optimization.

Explore the significance of root group data systems in algebra and geometry.

A new tool to evaluate language models in cybersecurity tasks.

Discover how DNA nanostructures help study protein interactions.

Discover the vital role of ependymal cells in brain health.