Researcher profile
Sreenivas Gollapudi
2 papers in the PaperMetrix corpus
Publications
Papers by this author
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Beyond GNNs: An Efficient Architecture for Graph Problems
2022 · Proceedings of the AAAI Conference on Artificial Intelligence
Despite their popularity for graph structured data, existing Graph Neural Networks (GNNs) have inherent limitations for fundamental graph problems such as shortest paths, k-connectivity, minimum spanning tree and minimum cuts. In these instances, it is …
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Why is My Route Different Today? An Algorithm for Explaining Route Selection
2025 · Society for Industrial and Applied Mathematics eBooks
Users of routing services like Apple Maps, Google Maps, and Waze frequently wonder why a given route is proposed. This question particularly arises when dynamic conditions like traffic and road closures cause unusual routes to …