Yangqiu Song

A framework to enhance LLMs' understanding of abstraction.

A new model enhances logic query responses using language models and knowledge graphs.

A new method for better answers using incomplete knowledge graphs.

Innovative methods in counting subgraphs using graph kernels for various applications.

New methods aim to enhance reasoning capabilities in language models.

Study assesses the reasoning skills of large language models with complex questions.

A new method to protect multimodal models from harmful outputs.

This research presents a new method for LLMs to solve graph problems using code.

Explore how Retrieval-Augmented Generation systems enhance learning despite knowledge discrepancies.

Learn how intention knowledge graphs enhance online shopping experiences.