Paper Citation Record · LEDGER

Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2401.10034.

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

pith.paper-citation-record.v1
2401.10034 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T11:29:21.358077Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T18:43:50.469104Z

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 0146a375-19e6-4ad5-b989-9787e2b5aff5 · inbound

Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives cites this paper.

Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-09T11:29:21.358077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5806ace7-a13e-458e-be4e-a659d32f90cd · inbound

LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers cites this paper.

LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-22T23:37:15.411834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69b67c43-8beb-4e5a-85d5-798b7a742530 · inbound

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model cites this paper.

QM-ToT: A Medical Tree of Thoughts Reasoning Framework for Quantized Model Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-22T19:45:04.017059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 79b9410f-4f44-4246-ae22-176812a71ed7 · inbound

SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms cites this paper.

SPARQ: Synthetic Problem Generation for Reasoning via Quality-Diversity Algorithms Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T05:59:04.714714Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72081117-5a0e-4f00-8054-ec5e9fa2ef0a · inbound

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models cites this paper.

REMoH: A Reflective Evolution of Multi-objective Heuristics approach via Large Language Models Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:32:22.090196Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9035d2f8-3dc6-43fa-bf79-9793f540bfab · inbound

ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space cites this paper.

ELFuzz: Efficient Input Generation via LLM-driven Synthesis Over Fuzzer Space Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:51.964506Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5d9ecb7-c703-49e1-883f-9bfcbb88ac36 · inbound

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation cites this paper.

PhaseNAS: Language-Model Driven Architecture Search with Dynamic Phase Adaptation Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T13:31:41.772681Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 908b24c1-413f-4ca1-83c1-30c5a7855407 · inbound

FELA: A Multi-Agent Evolutionary System for Feature Engineering of Industrial Event Log Data cites this paper.

FELA: A Multi-Agent Evolutionary System for Feature Engineering of Industrial Event Log Data Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-18T04:02:23.244032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4d43b4c2-46bc-4e40-81b2-b87e10b8d992 · inbound

Effective Harness Engineering for Algorithm Discovery with Coding Agents cites this paper.

Effective Harness Engineering for Algorithm Discovery with Coding Agents Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-19T18:12:42.674807Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 60f5aa96-9e11-4201-908f-49749f3f069c · inbound

DEI: Diversity in Evolutionary Inference for Quality-Diversity Search cites this paper.

DEI: Diversity in Evolutionary Inference for Quality-Diversity Search Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-29T18:43:50.470554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 835bfb6b-bb81-4005-82c8-0b9faa76f006 · inbound

Feature Generation Using LLMs: An Evolutionary Algorithm Approach cites this paper.

Feature Generation Using LLMs: An Evolutionary Algorithm Approach Evolutionary Computation in the Era of Large Language Model: Survey and Roadmap

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T09:47:32.166828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.