Paper Citation Record · LEDGER

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization

As of 18 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.10694.

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

pith.paper-citation-record.v1
2608.10694 v2

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T14:18:49.209312Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

32 of 32 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 70be895b-509f-45b4-bbf9-febbe7dbc4ef · outbound

This paper cites , title =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization , title =

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.487596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04622a5d-404f-44b0-b2e0-cb901f81e237 · outbound

This paper cites , title =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization , title =

Reference 2

Resolution: parse uncertain; no resolver link, observed 2026-08-15T14:18:48.493680Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a901995-01e5-4838-b53d-466852d296fa · outbound

This paper cites and Miikkulainen, Risto , title =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization and Miikkulainen, Risto , title =

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.562599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbfdfdd0-9d23-402a-8a7b-edd16511fedd · outbound

This paper cites Swarm and Evolutionary Computation , volume =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Swarm and Evolutionary Computation , volume =

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.606311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ba4eaa4b-bdcf-4e77-9f7a-9d514a7b353b · outbound

This paper cites an unresolved cited work.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.611760Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1d1e98a-f427-4a0a-81a2-e0bbd89ac9f3 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization International Conference on Learning Representations (ICLR) , year =

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.674565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72f544e7-235a-454e-901b-7bad36fabeee · outbound

This paper cites Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution , booktitle =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Promptbreeder: Self-Referential Self-Improvement via Prompt Evolution , booktitle =

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.680188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed15a95d-7e97-40a8-aa84-b5b1b5d8d445 · outbound

This paper cites and Zhou, Denny and Chen, Xinyun , title =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization and Zhou, Denny and Chen, Xinyun , title =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.684371Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation da56457c-e6ab-4d26-a07d-d20a29416fd8 · outbound

This paper cites MAGE: Understanding Stability-Performance Trade-offs in Multi-component Prompt Optimization.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization MAGE: Understanding Stability-Performance Trade-offs in Multi-component Prompt Optimization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.756969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd9a924c-e499-434f-865e-ff5c17490eeb · outbound

This paper cites Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Relay, Don't Route: Adaptive Population Handoff for Cost-Efficient LLM-Driven Evolution

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.761424Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6c41ad4-c73b-41c6-a929-2a3e6b888f69 · outbound

This paper cites an unresolved cited work.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.783195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 584f4e4d-2485-4c77-89a8-e2e2ea271e87 · outbound

This paper cites an unresolved cited work.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.821975Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46ac1c66-3a93-4794-8455-3c8359e4a263 · outbound

This paper cites Transactions on Machine Learning Research , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Transactions on Machine Learning Research , year =

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.827945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9088bdb6-0c01-4564-81d1-f46c395ee3cf · outbound

This paper cites and Kadous, M.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization and Kadous, M

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.876476Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81b15cee-c33e-4259-9d22-26d4332d4895 · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization International Conference on Learning Representations (ICLR) , year =

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.881041Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6602642e-0dfc-4745-a62b-94c1abd19296 · outbound

This paper cites Findings of the Association for Computational Linguistics: ACL 2026 , pages =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Findings of the Association for Computational Linguistics: ACL 2026 , pages =

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.885435Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9558115f-c5cd-468e-94f9-65e35e05d309 · outbound

This paper cites Journal of Machine Learning Research , volume =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Journal of Machine Learning Research , volume =

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.890405Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fe8391d-6e9d-4ffa-8be2-6822dafa9f07 · outbound

This paper cites Efficient Hyperparameter Optimization for.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Efficient Hyperparameter Optimization for

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.968452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e30da5c-d91e-47bc-b5b0-9c07c1a70c7b · outbound

This paper cites International Conference on Machine Learning (ICML) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization International Conference on Machine Learning (ICML) , year =

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.972759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f27d4d4e-b7cd-4eed-8e14-f931ff0d6881 · outbound

This paper cites arXiv preprint arXiv:2512.01420 , year=.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization arXiv preprint arXiv:2512.01420 , year=

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.977466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4064acec-dc2e-4afc-953a-ec54376a5d15 · outbound

This paper cites Efficient and Privacy-Preserving Soft Prompt Transfer for.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Efficient and Privacy-Preserving Soft Prompt Transfer for

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:48.982310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01a59528-41f5-4b6b-91af-ec191c75218a · outbound

This paper cites IEEE Transactions on Knowledge and Data Engineering , volume =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization IEEE Transactions on Knowledge and Data Engineering , volume =

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.034163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afca9847-89f5-410e-8025-ddb6006e6f44 · outbound

This paper cites Advances in Neural Information Processing Systems (NeurIPS) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Advances in Neural Information Processing Systems (NeurIPS) , year =

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.039198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66532a7-26f9-4b91-a90f-508935a59586 · outbound

This paper cites Proceedings of NAACL-HLT , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Proceedings of NAACL-HLT , year =

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.043805Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ffd2b06-ac07-47f7-adf6-a29e35679607 · outbound

This paper cites $p1$: Better Prompt Optimization with Fewer Prompts.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization $p1$: Better Prompt Optimization with Fewer Prompts

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.048788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2b77785-a295-4446-9caf-74c861f71c7e · outbound

This paper cites International Conference on Learning Representations (ICLR) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization International Conference on Learning Representations (ICLR) , year =

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.112944Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9cf06e-ed2b-4a73-a561-5a1e1715d8a0 · outbound

This paper cites and Moazam, Hanna and Miller, Heather and Zaharia, Matei and Potts, Christopher , booktitle =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization and Moazam, Hanna and Miller, Heather and Zaharia, Matei and Potts, Christopher , booktitle =

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.117905Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9412ecc-de88-4f02-9d8a-573d2ad73675 · outbound

This paper cites Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) , year =

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.121928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67b6716d-d9ac-4700-b068-e51ae40aa26f · outbound

This paper cites an unresolved cited work.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.129779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e68aa5bf-1de0-4c9f-9336-a6b596c33790 · outbound

This paper cites International Conference on Automated Machine Learning (AutoML) , year =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization International Conference on Automated Machine Learning (AutoML) , year =

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.200349Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 90d2cd69-b3f9-457f-b6f7-ebe6bb115883 · outbound

This paper cites Automated Prompt Engineering for Cost-Effective Code Generation Using Evolutionary Algorithm.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization Automated Prompt Engineering for Cost-Effective Code Generation Using Evolutionary Algorithm

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.204674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c06f36-244b-4827-8d3c-2f91b6ac67c5 · outbound

This paper cites and Zhang, Hao and Stoica, Ion , title =.

Optimize Cheap, Deploy Strong: Cost-Aware Cross-Tier Transfer for Evolutionary Optimization and Zhang, Hao and Stoica, Ion , title =

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T14:18:49.209312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.