MuseGraph: Graph-oriented Instruction Tuning of Large Language Models
for Generic Graph Mining

MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining

2 March 2024

Papers citing "MuseGraph: Graph-oriented Instruction Tuning of Large Language Models for Generic Graph Mining"

12 / 12 papers shown

Title
Integrating Structural and Semantic Signals in Text-Attributed Graphs with BiGTex Azadeh Beiranvand Seyed Mehdi Vahidipour 34 0 0 16 Apr 2025
Graph-based Approaches and Functionalities in Retrieval-Augmented Generation: A Comprehensive Survey Zulun Zhu Tiancheng Huang Kai Wang Junda Ye Xiao Chen Siqiang Luo 3DV 43 0 0 08 Apr 2025
A Survey of Graph Retrieval-Augmented Generation for Customized Large Language Models Qinggang Zhang Shengyuan Chen Yuanchen Bei Zheng Yuan Huachi Zhou Zijin Hong Junnan Dong Hao-Heng Chen Yi-Ju Chang Xiao Huang 3DV 70 7 0 21 Jan 2025
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs L. Chen Panrong Tong Zhongming Jin Ying Sun Jieping Ye Hui Xiong KELM RALM LRM 45 7 0 31 Oct 2024
A Survey of Large Language Models for Graphs Xubin Ren Jiabin Tang Dawei Yin Nitesh V. Chawla Chao Huang 30 31 0 10 May 2024
Towards Incremental Learning in Large Language Models: A Critical Review M. Jovanovic Peter Voss ELM CLL KELM 37 5 0 28 Apr 2024
Knowledge Graph Large Language Model (KG-LLM) for Link Prediction Dong Shu Tianle Chen Mingyu Jin Chong Zhang Jundong Li Yongfeng Zhang 31 28 0 12 Mar 2024
Structure Pretraining and Prompt Tuning for Knowledge Graph Transfer Wen Zhang Yushan Zhu Mingyang Chen Yuxia Geng Yufen Huang Yajing Xu Wenting Song Hua-zeng Chen 51 26 0 03 Mar 2023
HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer Qiheng Mao Zemin Liu Chenghao Liu Jianling Sun 38 56 0 22 Feb 2023
NERDA-Con: Extending NER models for Continual Learning -- Integrating Distinct Tasks and Updating Distribution Shifts Supriti Vijay Aman Priyanshu CLL 27 5 0 28 Jun 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 367 8,495 0 28 Jan 2022