Reconstructing the degree sequence of a sparse graph from a partial deck
Carla Groenland, Tom Johnston, Andrey Kupavskii, Kitty Meeks, and Alex Scott, Jane Tan

TL;DR
This paper demonstrates that the degree sequence of a sparse graph can be reconstructed from a partial deck, even when a significant number of cards are missing, extending previous results to graphs with lower average degree.
Contribution
It proves that the degree sequence of a graph with average degree d can be reconstructed from a deck missing O(n/d^3) cards, generalizing prior work on complete decks.
Findings
Degree sequence can be reconstructed from partial decks in sparse graphs.
Reconstruction is possible even with a linear number of missing cards for certain graph classes.
Extends reconstruction results to graphs embeddable on fixed surfaces.
Abstract
The deck of a graph is the multiset of cards . Myrvold (1992) showed that the degree sequence of a graph on vertices can be reconstructed from any deck missing one card. We prove that the degree sequence of a graph with average degree can reconstructed from any deck missing cards. In particular, in the case of graphs that can be embedded on a fixed surface (e.g. planar graphs), the degree sequence can be reconstructed even when a linear number of the cards are missing.
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