Jianan Zhao

Self-Supervised Graph Structure Refinement for Graph Neural Networks

2022 · arXiv (Cornell University)

Graph structure learning (GSL), which aims to learn the adjacency matrix for graph neural networks (GNNs), has shown great potential in boosting the performance of GNNs. Most existing GSL works apply a joint learning framework …

GraphText: Graph Reasoning in Text Space

2023 · arXiv (Cornell University)

Large Language Models (LLMs) have gained the ability to assimilate human knowledge and facilitate natural language interactions with both humans and other LLMs. However, despite their impressive achievements, LLMs have not made significant advancements in …