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cs.LG2025★ 1 cited
Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning
Shuo Yu, Yingbo Wang, Ruolin Li +7
Graphs are data structures used to represent irregular networks and are prevalent in numerous real-world applications. Previous methods directly model graph structures and achieve…
cs.LG2024
How Can Large Language Models Understand Spatial-Temporal Data?
Lei Liu, Shuo Yu, Runze Wang +2
While Large Language Models (LLMs) dominate tasks like natural language processing and computer vision, harnessing their power for spatial-temporal forecasting remains challenging.…