2 papers
cs.LG2026
HyperFuse: Fast Self-Supervised Node Embeddings for Attributed Hypergraphs
Megha P, Harshit Kumar, Srajan Agarwal +3
Self-supervised hypergraph representation learning can produce informative node embeddings, but existing methods often require deep encoders trained for hundreds of epochs, making…
cs.LG2026
Extremely Fast and Compact Binary Graph Representations via Randomized Operator Sketching
Srajan Agarwal, Megha P, Bikas C Das +2
Graph neural networks typically rely on dense, floating-point node representations, which can impose substantial memory and computational costs. Binary graph hashing offers an alte…