PaGE-Link: Path-based Graph Neural Network Explanation for Heterogeneous Link Prediction

Author:

Zhang Shichang1ORCID,Zhang Jiani2ORCID,Song Xiang2ORCID,Adeshina Soji2ORCID,Zheng Da2ORCID,Faloutsos Christos3ORCID,Sun Yizhou4ORCID

Affiliation:

1. University of California, Los Angeles, USA

2. Amazon, USA

3. Carnegie Mellon University, USA and Amazon, USA

4. University of California, Los Angeles, USA and Amazon, USA

Funder

Okawa Foundation Grant

Picsart Gifts

SRC

NASA

Cisco Research Grant

NSF (National Science Foundation)

Snapchat Gifts

Amazon Research Awards

Publisher

ACM

Reference56 articles.

1. Mustafa Bilgic and Raymond J Mooney. 2005. Explaining recommendations: Satisfaction vs. promotion. In Beyond personalization workshop IUI Vol. 5. 153. Mustafa Bilgic and Raymond J Mooney. 2005. Explaining recommendations: Satisfaction vs. promotion. In Beyond personalization workshop IUI Vol. 5. 153.

2. Béla Bollobás . 1984. The evolution of sparse graphs , Graph theory and combinatorics ( Cambridge , 1983 ). Béla Bollobás. 1984. The evolution of sparse graphs, Graph theory and combinatorics (Cambridge, 1983).

3. UniKER: A Unified Framework for Combining Embedding and Definite Horn Rule Reasoning for Knowledge Graph Inference

4. Edsger  W Dijkstra . 1959. A note on two problems in connexion with graphs. Numerische mathematik 1, 1 ( 1959 ), 269–271. Edsger W Dijkstra. 1959. A note on two problems in connexion with graphs. Numerische mathematik 1, 1 (1959), 269–271.

5. Fast discovery of connection subgraphs

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