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Tomohiro Sonobe

2 accepted papers

2023

Understand Restart of SAT Solver Using Search Similarity Index (Student Abstract)

AAAI 2023technical

SAT solvers are widely used to solve many industrial problems because of their high performance, which is achieved by various heuristic methods. Understanding why these methods are effective is essential to improving them. One approach to this is analyzing them using qualitative measurements. In our…

Cited by 0SourcePDFScholar
2018

Representation Learning on Graphs with Jumping Knowledge Networks

ICML 2018oral

Recent deep learning approaches for representation learning on graphs follow a neighborhood aggregation procedure. We analyze some important properties of these models, and propose a strategy to overcome those. In particular, the range of "neighboring" nodes that a node’s representation draws from s…

Cited by 2591SourcePDFScholar