Swagatam Das
PulseAugur coverage of Swagatam Das — every cluster mentioning Swagatam Das across labs, papers, and developer communities, ranked by signal.
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New GNN framework tackles oversquashing with asynchronous updates · arXiv research
Researchers have developed a novel asynchronous message passing framework designed to mitigate the oversquashing problem in Graph Neural Networks (GNNs). This new approach allows for sequential node updates within layer…
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HyPE-GT framework uses hyperbolic encodings for Graph Transformers
Researchers have introduced HyPE-GT, a novel framework that generates learnable positional encodings in hyperbolic space for Graph Transformers. This approach aims to better capture complex hierarchical relationships wi…
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New Betti Number Filtration Clustering Algorithm Outperforms State-of-the-Art
Researchers have introduced a new clustering algorithm called Betti Number Filtration-based Topological Clustering (BFTC). This method utilizes topological data analysis, specifically persistent homology, to capture com…