LangTopo: Aligning Language Descriptions of Graphs with Tokenized
Topological Modeling

LangTopo: Aligning Language Descriptions of Graphs with Tokenized Topological Modeling

19 June 2024

Ming He

Papers citing "LangTopo: Aligning Language Descriptions of Graphs with Tokenized Topological Modeling"

6 / 6 papers shown

Title
Attention Mechanisms Perspective: Exploring LLM Processing of Graph-Structured Data Zhong Guan Likang Wu Hongke Zhao Ming He Jianpin Fan GNN 25 0 0 04 May 2025
UniGraph: Learning a Unified Cross-Domain Foundation Model for Text-Attributed Graphs Yufei He Yuan Sui Xiaoxin He Bryan Hooi AI4CE 80 15 0 21 Feb 2024
LLM-Enhanced User-Item Interactions: Leveraging Edge Information for Optimized Recommendations Xinyuan Wang Liang Wu Liangjie Hong Hao Liu Yanjie Fu 26 18 0 14 Feb 2024
Large Language Models as Topological Structure Enhancers for Text-Attributed Graphs Shengyin Sun Yuxiang Ren Chen Ma Xuecang Zhang 98 19 0 24 Nov 2023
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 102 71 0 02 Oct 2023
Categorical Reparameterization with Gumbel-Softmax Eric Jang S. Gu Ben Poole BDL 75 5,262 0 03 Nov 2016