Lim, Sunhyuk
- Weisfeiler-Lehman meets Gromov-Wasserstein
2022/02/05 by Samantha Chen, Chen, Samantha, Sunhyuk Lim +7 · 3 citations
Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Complexity and Algorithms in Graphs #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Metric Geometry (math.MG)
- The Gromov-Wasserstein distance between spheres
2023/06/18 by Arya, Shreya, Auddy, Arnab, Edmonds, Ranthony +3 · 3 citations
#FOS: Mathematics #Metric Geometry (math.MG) #Optimization and Control (math.OC)
- The Weisfeiler-Lehman Distance: Reinterpretation and Connection with GNNs
2023/02/01 by Samantha Chen, Sunhyuk Lim, Chen, Samantha +7 · 1 citation
Psychology · Neuroscience · #Mental Health Research Topics #EEG and Brain-Computer Interfaces
- Gromov-Hausdorff distances, Borsuk-Ulam theorems, and Vietoris-Rips complexes
2022/12/31 by Henry Adams, Adams, Henry, Johnathan Bush +28 · 3 citations
Computer Science · Mathematics · #51F30 #53C23 #55N31 #55P91 #Algebraic Topology (math.AT) #FOS: Mathematics #Geometric Topology (math.GT) #Geometric and Algebraic Topology #Homotopy and Cohomology in Algebraic Topology #Metric Geometry (math.MG) #Topological and Geometric Data Analysis