Chen, Samantha

6 publications

ICML 2025 De-Coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs Samantha Chen, Pankaj K Agarwal, Yusu Wang

NeurIPS 2025 Effective Neural Approximations for Geometric Optimization Problems Samantha Chen, Oren Ciolli, Anastasios Sidiropoulos, Yusu Wang

AAAI 2024 Learning Ultrametric Trees for Optimal Transport Regression Samantha Chen, Puoya Tabaghi, Yusu Wang

NeurIPS 2023 Neural Approximation of Wasserstein Distance via a Universal Architecture for Symmetric and Factorwise Group Invariant Functions Samantha Chen, Yusu Wang

ICMLW 2023 The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs Samantha Chen, Sunhyuk Lim, Facundo Memoli, Zhengchao Wan, Yusu Wang

ICML 2022 Weisfeiler-Lehman Meets Gromov-Wasserstein Samantha Chen, Sunhyuk Lim, Facundo Memoli, Zhengchao Wan, Yusu Wang