Xiaochen Fan

TGLsta: Low-resource Textual Graph Learning with Semantic and Topological Awareness via LLMs

Textual Graphs (TGs) present a graph-based representation of textual data and find wide applications in real-world scenarios, such as citation networks, knowledge graphs, and social networks. While the traditional "pre-train, fine-tune" framework effectively addresses tasks requiring abundant labele…