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Paper Citation Record · LEDGER

Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2403.17159.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2403.17159 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:52:29.565394Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

3
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 52af167e-5478-4fef-b7b5-f63a55a60fee · inbound

Learning-Based TSP-Solvers Tend to Be Overly Greedy cites this paper.

Learning-Based TSP-Solvers Tend to Be Overly Greedy Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-09T17:52:29.565394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T17:52:29.565394Z digest=sha256:579d597b075b4d10011b9d60689f096235311b1630dd953959cc464a3190d704

Observation 5c571f06-5c33-4dd6-b5fb-4e7d93a89303 · inbound

Machine Learning-based Two-Stage Graph Sparsification for the Travelling Salesman Problem cites this paper.

Machine Learning-based Two-Stage Graph Sparsification for the Travelling Salesman Problem Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP

Reference 27

Resolution
verified exact
arxiv_id, observed 2026-05-10T01:30:54.795438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-05-10T01:12:53.472283Z digest=sha256:d44b7894ef735ba2108ea68fb680c9f3493cc38a35c24ca68ee0eb0424c9c1c3

Observation 7d0cc0c2-0a9d-4337-a5fb-dd642b018321 · inbound

AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network cites this paper.

AGDN: Learning to Solve Traveling Salesman Problem with Anisotropic Graph Diffusion Network Less Is More -- On the Importance of Sparsification for Transformers and Graph Neural Networks for TSP

Reference 45

Resolution
verified exact
arxiv_id, observed 2026-07-04T00:09:14.413718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-06-26T21:29:20.129182Z digest=sha256:d11031c5356bc581b292e5f8faa63e7d04f6ca47f960a291f72afd87d44aa9f5