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Generalization Performance in Graph Neural Networks (GNNs): Proof of Theorem

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Authors:

(1) Junwei Su, Department of Computer Science, the University of Hong Kong and [email protected];

(2) Chuan Wu, Department of Computer Science, the University of Hong Kong and [email protected].

Table of Links

Abstract and 1 Introduction

2 Related Work

3 Framework

4 Main Results

5 A Case Study on Shortest-Path Distance

6 Conclusion and Discussion, and References

7 Proof of Theorem 1

8 Proof of Theorem 2

9 Procedure for Solving Eq. (6)

10 Additional Experiments Details and Results

11 Other Potential Applications

7 Proof of Theorem 1




This paper is available on arxiv under CC BY 4.0 DEED license.