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Samantha Chen 0001
Person information
- affiliation: University of California, San Diego, Department of Computer Science and Engineering, La Jolla, CA, USA
Other persons with the same name
- Samantha Chen 0002
— University of California, Santa Cruz, Santa Cruz, CA, USA - Samantha Chen 0003 — University of Southern California, Department of Computer Science, Los Angeles, CA, USA
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2020 – today
- 2025
[j1]Samantha Chen, Yusu Wang:
Approximation algorithms for 1-Wasserstein distance between persistence diagrams. Comput. Geom. 129: 102190 (2025)
[c7]Samantha Chen, Pankaj K. Agarwal, Yusu Wang:
De-coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs. ICML 2025
[c6]Samantha Chen, Oren Ciolli, Anastasios Sidiropoulos, Yusu Wang:
Effective Neural Approximations for Geometric Optimization Problems. NeurIPS 2025
[i6]Robert R. Nerem, Samantha Chen, Sanjoy Dasgupta, Yusu Wang:
Graph neural networks extrapolate out-of-distribution for shortest paths. CoRR abs/2503.19173 (2025)- 2024
[c5]Samantha Chen, Puoya Tabaghi, Yusu Wang:
Learning Ultrametric Trees for Optimal Transport Regression. AAAI 2024: 20657-20665- 2023
[c4]Samantha Chen, Yusu Wang:
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions. NeurIPS 2023
[c3]Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang:
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs. TAG-ML 2023: 404-425
[i5]Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang:
The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs. CoRR abs/2302.00713 (2023)
[i4]Samantha Chen, Yusu Wang:
Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions. CoRR abs/2308.00273 (2023)- 2022
[c2]Samantha Chen, Sunhyuk Lim
, Facundo Mémoli, Zhengchao Wan, Yusu Wang:
Weisfeiler-Lehman Meets Gromov-Wasserstein. ICML 2022: 3371-3416
[i3]Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang:
Weisfeiler-Lehman meets Gromov-Wasserstein. CoRR abs/2202.02495 (2022)
[i2]Samantha Chen, Puoya Tabaghi, Yusu Wang:
Learning Ultrametric Trees for Optimal Transport Regression. CoRR abs/2210.12288 (2022)- 2021
[c1]Samantha Chen, Yusu Wang:
Approximation Algorithms for 1-Wasserstein Distance Between Persistence Diagrams. SEA 2021: 14:1-14:19
[i1]Samantha Chen, Yusu Wang:
Approximation algorithms for 1-Wasserstein distance between persistence diagrams. CoRR abs/2104.07710 (2021)
Coauthor Index

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