1 citations · 1 across the 5 of their papers we have counts for
Showing cs.LGShow all
2 papers · 1 filter
cs.LG2025
LightTopoGAT: Enhancing Graph Attention Networks with Topological Features for Efficient Graph Classification
Ankit Sharma, Sayan Roy Gupta
Graph Neural Networks have demonstrated significant success in graph classification tasks, yet they often require substantial computational resources and struggle to capture global…
cs.LG2025
Extended Low-Rank Approximation Accelerates Learning of Elastic Response in Heterogeneous Materials
Prabhat Karmakar, Sayan Gupta, Ilaksh Adlakha
Predicting how the microstructure governs the mechanical response of heterogeneous materials is essential for optimizing design and performance. Yet this task remains difficult due…