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Sihan Sun

2 accepted papers

2025

DoDo-Code: an Efficient Levenshtein Distance Embedding-based Code for 4-ary IDS Channel

NeurIPS 2025poster

With the emergence of new storage and communication methods, the insertion, deletion, and substitution (IDS) channel has attracted considerable attention. However, many topics on the IDS channel and the associated Levenshtein distance remain open, making the invention of a novel IDS-correcting code…

Cited by 0SourceScholar
2024

Levenshtein Distance Embedding with Poisson Regression for DNA Storage

AAAI 2024technical

Efficient computation or approximation of Levenshtein distance, a widely-used metric for evaluating sequence similarity, has attracted significant attention with the emergence of DNA storage and other biological applications. Sequence embedding, which maps Levenshtein distance to a conventional dist…

Cited by 2SourcePDFScholar