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cs.IR2024★ 1 cited
A Retrieval-Augmented Generation Framework for Academic Literature Navigation in Data Science
Ahmet Yasin Aytar, Kemal Kilic, Kamer Kaya
In the rapidly evolving field of data science, efficiently navigating the expansive body of academic literature is crucial for informed decision-making and innovation. This paper p…
cs.DC2024
DiFuseR: A Distributed Sketch-based Influence Maximization Algorithm for GPUs
Gökhan Göktürk, Kamer Kaya
Influence Maximization (IM) aims to find a given number of "seed" vertices that can effectively maximize the expected spread under a given diffusion model. Due to the NP-Hardness o…
cs.SI2024
Accelerating Spanning-Centrality Approximation with Sampling-Aware Vectorized Random Walks
Gökhan Göktürk, Kamer Kaya
Spanning centrality quantifies an edge's importance through its share of a graph's spanning trees, and approximating it for all edges (AESC) requires processing large volumes of ir…