Paper Citation Record · LEDGER

CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2504.04310.

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

pith.paper-citation-record.v1
2504.04310 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:58:26.006959Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T08:46:48.562854Z

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 1796364f-e346-46e6-9fbd-1dab9b64ceb0 · inbound

Using Reasoning Models to Generate Search Heuristics that Solve Open Instances of Combinatorial Design Problems cites this paper.

Using Reasoning Models to Generate Search Heuristics that Solve Open Instances of Combinatorial Design Problems CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T12:45:47.190532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fde0ca0-e85f-4893-aa23-b711dded1da8 · inbound

STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization cites this paper.

STRCMP: Integrating Graph Structural Priors with Language Models for Combinatorial Optimization CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:58:26.006959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d20acd2b-f85c-46ae-b417-380a330345ab · inbound

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization

Reference 185

Resolution: unresolved; no resolver link, observed 2026-08-05T04:50:32.206664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6528b958-ba18-4f47-ae54-ada0af19733d · inbound

Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives cites this paper.

Vehicle Routing Problem Meets Large Language Models: An Overview and Perspectives CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization

Reference 97

Resolution: verified exact; arxiv_id, observed 2026-07-02T08:46:48.564353Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.