GLBench: A Comprehensive Benchmark for Graph with Large Language Models

GLBench: A Comprehensive Benchmark for Graph with Large Language Models

10 July 2024

Victor Wai Kin Chan

Jia Li

Papers citing "GLBench: A Comprehensive Benchmark for Graph with Large Language Models"

11 / 11 papers shown

Title
Exploring Graph Tasks with Pure LLMs: A Comprehensive Benchmark and Investigation Y. Wang Xinnan Dai Wenqi Fan Yao Ma 67 1 0 26 Feb 2025
GraphCLIP: Enhancing Transferability in Graph Foundation Models for Text-Attributed Graphs Yun Zhu Haizhou Shi Xiaotang Wang Yongchao Liu Yaoke Wang Boci Peng Chuntao Hong Siliang Tang VLM 39 6 0 14 Oct 2024
Cross-Domain Graph Data Scaling: A Showcase with Diffusion Models Wenzhuo Tang Haitao Mao Danial Dervovic Ivan Brugere Saumitra Mishra Yuying Xie Jiliang Tang 40 3 0 04 Jun 2024
Benchmarking Benchmark Leakage in Large Language Models Ruijie Xu Zengzhi Wang Run-Ze Fan Pengfei Liu 53 42 0 29 Apr 2024
Neural Scaling Laws on Graphs Jingzhe Liu Haitao Mao Zhikai Chen Tong Zhao Neil Shah Jiliang Tang 34 4 0 03 Feb 2024
DeepSeek LLM: Scaling Open-Source Language Models with Longtermism DeepSeek-AI Xiao Bi : Xiao Bi Deli Chen Guanting Chen ... Yao Zhao Shangyan Zhou Shunfeng Zhou Qihao Zhu Yuheng Zou LRM ALM 131 298 0 05 Jan 2024
GraphText: Graph Reasoning in Text Space Jianan Zhao Le Zhuo Yikang Shen Meng Qu Kai Liu Michael M. Bronstein Zhaocheng Zhu Jian Tang 92 37 0 02 Oct 2023
Can we trust the evaluation on ChatGPT? Rachith Aiyappa Jisun An Haewoon Kwak Yong-Yeol Ahn ELM ALM LLMAG AI4MH LRM 101 76 0 22 Mar 2023
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 301 11,730 0 04 Mar 2022
Node Feature Extraction by Self-Supervised Multi-scale Neighborhood Prediction Eli Chien Wei-Cheng Chang Cho-Jui Hsieh Hsiang-Fu Yu Jiong Zhang O. Milenkovic Inderjit S Dhillon 131 130 0 29 Oct 2021
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Erik Cambria Pekka Marttinen Philip S. Yu 164 1,877 0 02 Feb 2020