<i>GNNLens</i>: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks-Reference-Cited by-同舟云学术

GNNLens: A Visual Analytics Approach for Prediction Error Diagnosis of Graph Neural Networks

Author:

Jin Zhihua¹^ORCID,Wang Yong²^ORCID,Wang Qianwen³^ORCID,Ming Yao⁴^ORCID,Ma Tengfei⁵,Qu Huamin¹

Affiliation:

1. Hong Kong University of Science and Technology, Hong Kong, China

2. Singapore Management University, Singapore

3. Harvard University, Cambridge, MA, USA

4. Bloomberg LP, New York, NY, USA

5. IBM T. J. Watson Research Center, Yorktown Heights, NY, USA

Funder

Hong Kong Theme-based Research Scheme

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

Computer Graphics and Computer-Aided Design,Computer Vision and Pattern Recognition,Signal Processing,Software

Link

Reference67 articles.

3. GNNExplainer: Generating explanations for graph neural networks;ying;Proc Int Conf Adv Neural Informat Process Syst,2019

5. Spectral networks and locally connected networks on graphs;bruna;Proc 2nd Int Conf Learn Representations,2014

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