Samantha Chen

13 papers A* 4B 1Journal 7Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Approximation algorithms for 1-Wasserstein distance between persistence diagrams. Comput. Geom. Samantha Chen, Yusu Wang
2025	A*	`conf`	De-coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs. ICML Samantha Chen, Pankaj K. Agarwal, Yusu Wang
2025	J	`jnl`	Graph neural networks extrapolate out-of-distribution for shortest paths. CoRR Robert R. Nerem, Samantha Chen, Sanjoy Dasgupta, Yusu Wang
2024	A*	`conf`	Learning Ultrametric Trees for Optimal Transport Regression. AAAI Samantha Chen, Puoya Tabaghi, Yusu Wang
2023	A*	`conf`	Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions. NeurIPS Samantha Chen, Yusu Wang
2023	J	`jnl`	Neural approximation of Wasserstein distance via a universal architecture for symmetric and factorwise group invariant functions. CoRR Samantha Chen, Yusu Wang
2023	—	`conf`	The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs. TAG-ML Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2023	J	`jnl`	The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs. CoRR Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2022	J	`jnl`	Learning Ultrametric Trees for Optimal Transport Regression. CoRR Samantha Chen, Puoya Tabaghi, Yusu Wang
2022	A*	`conf`	Weisfeiler-Lehman Meets Gromov-Wasserstein. ICML Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2022	J	`jnl`	Weisfeiler-Lehman meets Gromov-Wasserstein. CoRR Samantha Chen, Sunhyuk Lim, Facundo Mémoli, Zhengchao Wan, Yusu Wang
2021	B	`conf`	Approximation Algorithms for 1-Wasserstein Distance Between Persistence Diagrams. SEA Samantha Chen, Yusu Wang
2021	J	`jnl`	Approximation algorithms for 1-Wasserstein distance between persistence diagrams. CoRR Samantha Chen, Yusu Wang