LLMExplainer: Large Language Model based Bayesian Inference for Graph
Explanation Generation

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LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation

22 July 2024

Jennifer Neville

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Papers citing "LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation"

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Title
TnT-LLM: Text Mining at Scale with Large Language Models Mengting Wan Tara Safavi S. Jauhar Yujin Kim Scott Counts ... Longqi Yang Reid Andersen Georg Buscher Dhruv Joshi N.Kasturi Rangan 78 24 0 18 Mar 2024
LLM-Ensemble: Optimal Large Language Model Ensemble Method for E-commerce Product Attribute Value Extraction Chenhao Fang Xiaohan Li Zezhong Fan Jianpeng Xu Kaushiki Nag Evren Körpeoglu Sushant Kumar Kannan Achan 51 43 0 29 Feb 2024
A Survey of Explainable Graph Neural Networks: Taxonomy and Evaluation Metrics Yiqiao Li Jianlong Zhou Sunny Verma Fang Chen XAI 82 40 0 26 Jul 2022
Towards Robust Graph Neural Networks for Noisy Graphs with Sparse Labels Enyan Dai Wei Jin Hui Liu Suhang Wang NoLa 98 97 0 01 Jan 2022
Transformers Can Do Bayesian Inference Samuel G. Müller Noah Hollmann Sebastian Pineda Arango Josif Grabocka Frank Hutter BDL UQCV 86 170 0 20 Dec 2021
On Explainability of Graph Neural Networks via Subgraph Explorations Hao Yuan Haiyang Yu Jie Wang Kang Li Shuiwang Ji FAtt 83 393 0 09 Feb 2021
Bayesian Transformer Language Models for Speech Recognition Boyang Xue Jianwei Yu Junhao Xu Shansong Liu Shoukang Hu Zi Ye Mengzhe Geng Xunying Liu Helen Meng BDL 111 28 0 09 Feb 2021
Spatial-Temporal Fusion Graph Neural Networks for Traffic Flow Forecasting Mengzhang Li Zhanxing Zhu GNN AI4TS 79 772 0 15 Dec 2020
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 92 2,182 0 31 May 2019
GNNExplainer: Generating Explanations for Graph Neural Networks Rex Ying Dylan Bourgeois Jiaxuan You Marinka Zitnik J. Leskovec LLMAG 150 1,334 0 10 Mar 2019
Modeling Semantics with Gated Graph Neural Networks for Knowledge Base Question Answering Daniil Sorokin Iryna Gurevych GNN 75 98 0 13 Aug 2018
Inductive Representation Learning on Large Graphs William L. Hamilton Z. Ying J. Leskovec 516 15,369 0 07 Jun 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 682 29,183 0 09 Sep 2016
Convolutional Networks on Graphs for Learning Molecular Fingerprints David Duvenaud D. Maclaurin J. Aguilera-Iparraguirre Rafael Gómez-Bombarelli Timothy D. Hirzel Alán Aspuru-Guzik Ryan P. Adams GNN 229 3,356 0 30 Sep 2015
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference Y. Gal Zoubin Ghahramani UQCV BDL 299 751 0 06 Jun 2015
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 235 4,884 0 21 Dec 2013