Samantha Chen

Affiliations:

University of California, San Diego, Department of Computer Science and Engineering, La Jolla, CA, USA

According to our database¹, Samantha Chen authored at least 6 papers between 2022 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of three.

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Bibliography

2025

Graph neural networks extrapolate out-of-distribution for shortest paths.

[BibT_eX]

[DOI]

CoRR, March, 2025

Approximation algorithms for 1-Wasserstein distance between persistence diagrams.

[BibT_eX]

[DOI]

Samantha Chen

Yusu Wang

Comput. Geom., 2025

2024

Learning Ultrametric Trees for Optimal Transport Regression.

[BibT_eX]

[DOI]

Samantha Chen

Puoya Tabaghi

Yusu Wang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs.

[BibT_eX]

[DOI]

Proceedings of the Topological, 2023

Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions.

[BibT_eX]

[DOI]

Samantha Chen

Yusu Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Weisfeiler-Lehman Meets Gromov-Wasserstein.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2022

Samantha Chen

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