Integrity report for Learning to reoptimize: a GNN-aided fix-and-optimize approach and an application to the Lot Sizing problem

A machine-verified record of the checks Pith has run against this paper: detector runs, findings, signed bundle events, and canonical identifiers.

arXiv:2605.27339 · pith:2026:FQYDKLGXAPTQR4F5JB4JSW27P5

0Critical

0Advisory

6Detectors run

2026-06-03Last checked

Paper page arXiv integrity.json bundle.json

Detector runs

ai_meta_artifact skipped v1.0.0 · findings 0 · 2026-06-03 03:35:24.601557+00:00

claim_evidence completed v1.0.0 · findings 0 · 2026-06-02 23:48:04.771636+00:00

external_links completed v1.0.0 · findings 0 · 2026-05-27 17:31:40.600160+00:00

shingle_duplication skipped v0.1.0 · findings 0 · 2026-05-27 05:49:58.246012+00:00

citation_quote_validity skipped v0.1.0 · findings 0 · 2026-05-27 03:50:18.601628+00:00

cited_work_retraction completed v1.0.0 · findings 0 · 2026-05-27 02:53:34.273117+00:00

Findings

No public integrity findings for this paper.

Signed record

The machine-readable record for this paper lives at /pith/FQYDKLGX/integrity.json. Pith Number bundles also include signed pith.integrity.v1 events where a Pith Number exists.