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Paper Citation Record · LEDGER

Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2501.11968.

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

pith.paper-citation-record.v1
2501.11968 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 2 of 2 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:25:14.887511Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-04T20:55:42.751767Z

Reference resolution

0 of 0 outbound references displayed

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

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 4b142612-cf2c-414c-a5ef-5b6be0a6e2a8 · inbound

EALG: Evolutionary Adversarial Generation of Language Model-Guided Generators for Combinatorial Optimization cites this paper.

EALG: Evolutionary Adversarial Generation of Language Model-Guided Generators for Combinatorial Optimization Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T11:25:14.887511Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:25:14.887511Z digest=sha256:29227525baaa75d4337b7e1d400f40c69ec6f0fce11d7f577e7be1089cea3e32

Observation cd1313c0-0490-45d8-b71f-a2f0c6fa01b8 · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving Bridging Visualization and Optimization: Multimodal Large Language Models on Graph-Structured Combinatorial Optimization

Reference 123

Resolution
verified exact
local_arxiv, observed 2026-08-04T20:55:42.756250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

source=pdf_text observed=2026-08-04T20:55:41.574967Z digest=sha256:55c190a692339cf445a4f4c9a8a57ed6a1cf69b1421c5acc4d0c2ab0c3e28019