2 papers
cs.LG2025
GraphFLEx: Structure Learning Framework for Large Expanding Graphs
Mohit Kataria, Nikita Malik, Sandeep Kumar +1
Graph structure learning is a core problem in graph-based machine learning, essential for uncovering latent relationships and ensuring model interpretability. However, most existin…
cs.AI2025
GOTHAM: Graph Class Incremental Learning Framework under Weak Supervision
Aditya Hemant Shahane, Prathosh A. P, Sandeep Kumar
Graphs are growing rapidly, along with the number of distinct label categories associated with them. Applications like e-commerce, healthcare, recommendation systems, and various s…