Samantha Chen

4 papers at tracked venues · 3 at CORE A* · active 2024–2026

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Venues

AAAI ×1 COLT ×1 ICML ×1 NeurIPS ×1

Frequent coauthors

Yusu Wang

×4

Robert R. Nerem

×1

Sanjoy Dasgupta

×1

Pankaj K. Agarwal

×1

Oren Ciolli

×1

Anastasios Sidiropoulos

×1

Puoya Tabaghi

×1

Papers

Graph neural networks extrapolate out-of-distribution for shortest paths
COLT 2026 ·
Robert R. Nerem
, Samantha Chen,
Sanjoy Dasgupta
,
Yusu Wang
De-coupled NeuroGF for Shortest Path Distance Approximations on Large Terrain Graphs
ICML 2025 · Samantha Chen,
Pankaj K. Agarwal
,
Yusu Wang
Effective Neural Approximations for Geometric Optimization Problems
NeurIPS 2025 · Samantha Chen,
Oren Ciolli
,
Anastasios Sidiropoulos
,
Yusu Wang
Learning Ultrametric Trees for Optimal Transport Regression
AAAI 2024 · Samantha Chen,
Puoya Tabaghi
,
Yusu Wang