Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T03:27:22.212377Z
Paper Citation Record · LEDGER
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design
As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2607.13911.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
48 of 48 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved48
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 94bf0e76-bd7b-4f3b-bc55-93be1e861cbb · outbound
This paper cites IEEE Transactions on Cybernetics , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Cybernetics , volume=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.249513Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d0c2b9eb-b4ea-42e2-bfd3-23d95c2c2a71 · outbound
This paper cites Handbook of Metaheuristics , pages=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Handbook of Metaheuristics , pages=
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.299482Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e436e806-8091-46db-b421-51ee8f3bedfb · outbound
This paper cites ACM Computing Surveys , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design ACM Computing Surveys , volume=
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.401049Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ca51c0c-cb39-4b63-b8b6-c0e3afb0d14c · outbound
This paper cites IEEE Transactions on Evolutionary Computation , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Evolutionary Computation , volume=
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.491637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cef64f33-b14f-4253-94b2-ecc10e0abaa8 · outbound
This paper cites Proceedings of the International Conference on Machine Learning , year=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the International Conference on Machine Learning , year=
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.603784Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad9d8ddc-cadf-4ff5-9fa0-5acce7ec6649 · outbound
This paper cites an unresolved cited work.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Unresolved cited work
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.659746Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 36090247-6b8c-410c-83b6-09f666b36338 · outbound
This paper cites an unresolved cited work.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Unresolved cited work
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.718426Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ae484f6-6b17-40b6-a66e-36bd64428683 · outbound
This paper cites Monte Carlo tree search for comprehensive exploration in.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Monte Carlo tree search for comprehensive exploration in
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.786445Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9438d6a2-1149-41e4-ba84-c1d1e4102ede · outbound
This paper cites Nature , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Nature , volume=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.868941Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b2b2684-5760-450e-8dfb-09678e899367 · outbound
This paper cites Latent Heuristic Search: Continuous Optimization for Automated Algorithm Design.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Latent Heuristic Search: Continuous Optimization for Automated Algorithm Design
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:18.980366Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c23c2b9d-860d-4894-ab37-88c840a0517b · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , year=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the AAAI Conference on Artificial Intelligence , year=
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.047834Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27ea8199-ef96-4192-83da-a6ec57ea8974 · outbound
This paper cites 2026 , url=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design 2026 , url=
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.131589Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4a878a5e-7b6c-4287-9734-21fb739f839b · outbound
This paper cites Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Gaussian Process Optimization in the Bandit Setting: No Regret and Experimental Design
Reference 13
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.229973Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b41274f4-2b38-402a-9161-5cfb42de5541 · outbound
This paper cites Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Controlling the Mutation in Large Language Models for the Efficient Evolution of Algorithms
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.297723Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02082e46-6a4a-4572-a661-fc779a2493d4 · outbound
This paper cites and Kotthoff, Lars and B.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design and Kotthoff, Lars and B
Reference 15
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.364938Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f30bae9c-ac13-4c8f-8b57-833a73e891db · outbound
This paper cites Hifo-prompt: Prompting with hindsight and foresight for.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Hifo-prompt: Prompting with hindsight and foresight for
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.459024Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1c8535f1-64fd-4682-b21e-b3501b555111 · outbound
This paper cites IEEE Transactions on Cybernetics , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Cybernetics , volume=
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.514802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7dd2d61-42e4-403f-8571-4b70df25b6bb · outbound
This paper cites an unresolved cited work.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Unresolved cited work
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.573280Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a84192c-efe6-4b99-a3da-2500bf265619 · outbound
This paper cites Optimizing generative.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Optimizing generative
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.639270Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96095413-6944-4801-b6ff-1de46cafc456 · outbound
This paper cites 2510.07073 , archivePrefix=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design 2510.07073 , archivePrefix=
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.706950Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c7531e77-a8af-40d7-97d4-7277a5e6dc67 · outbound
This paper cites Generalizable heuristic generation through.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Generalizable heuristic generation through
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.769306Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 14c0cc72-7902-4640-8b94-03fba429ba67 · outbound
This paper cites Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining V
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.814514Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b5e883f7-2716-47de-be1f-b2ed63fdbe3e · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.872624Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5b784648-897b-4ce9-a6cd-ea1d3109e841 · outbound
This paper cites IEEE Transactions on Evolutionary Computation , year=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Evolutionary Computation , year=
Reference 24
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:19.984944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6d9ab7c3-0e65-4549-b20b-470563b6f3e6 · outbound
This paper cites IEEE Transactions on Evolutionary Computation , year=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Evolutionary Computation , year=
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.149391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e0e3f0bd-b3f8-40a3-ba59-b93c265a77e4 · outbound
This paper cites Journal of the ACM (JACM) , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Journal of the ACM (JACM) , volume=
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.287258Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 96b150c8-1616-48e9-90f3-71f428343652 · outbound
This paper cites An extension of the Lin-Kernighan-Helsgaun.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design An extension of the Lin-Kernighan-Helsgaun
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.416698Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0aca59bc-1f87-494e-8ec9-b0c9be9e459c · outbound
This paper cites an unresolved cited work.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Unresolved cited work
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.487678Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3ecdf5d5-ed84-44f9-a6ab-b972979361d3 · outbound
This paper cites European Journal of Operational Research , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design European Journal of Operational Research , volume=
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.566900Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e7d6bebd-3ce5-465a-afce-055efe7a2a33 · outbound
This paper cites Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence , pages=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence , pages=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.631757Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e07b250e-5b00-439b-b83e-f873bb22b6ab · outbound
This paper cites Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) , pages=
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.690904Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9ba1e6d4-fa7e-4b6f-9802-9f610c6b4fd3 · outbound
This paper cites International Conference on Learning Representations , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design International Conference on Learning Representations , volume=
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:20.766385Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4d7f9dd7-2099-48de-bf43-8fe581f9934a · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Advances in Neural Information Processing Systems , volume=
Reference 33
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- unresolved
- no resolver link, observed 2026-08-02T03:27:20.959849Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd18c70d-a6cb-4597-afe4-6c51e68d52e2 · outbound
This paper cites IEEE Transactions on Evolutionary Computation , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Evolutionary Computation , volume=
Reference 34
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- unresolved
- no resolver link, observed 2026-08-02T03:27:21.046152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ceb4dbf9-68da-445b-99c2-f34247afc1dd · outbound
This paper cites International Conference on Parallel Problem Solving from Nature , pages=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design International Conference on Parallel Problem Solving from Nature , pages=
Reference 35
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- unresolved
- no resolver link, observed 2026-08-02T03:27:21.129297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5f09900b-635a-440f-af6c-5ddbf05e4603 · outbound
This paper cites IEEE Transactions on Evolutionary Computation , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Evolutionary Computation , volume=
Reference 36
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.243922Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9a471717-bbf0-45e7-9850-b63cc70d7ad6 · outbound
This paper cites Artificial Intelligence , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Artificial Intelligence , volume=
Reference 37
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- unresolved
- no resolver link, observed 2026-08-02T03:27:21.340373Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 51638536-6842-43c9-a6f5-885cba93ee58 · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Advances in Neural Information Processing Systems , volume=
Reference 38
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.448477Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 62f477bd-77be-427a-858b-006a46efdd64 · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Advances in Neural Information Processing Systems , volume=
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.518157Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fff3d7cf-67a0-4ce9-b8c7-9d29d6718fd6 · outbound
This paper cites ACM Computing Surveys , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design ACM Computing Surveys , volume=
Reference 40
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.599322Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30c2c900-7c89-4c5a-9e24-09f58044ba9f · outbound
This paper cites an unresolved cited work.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Unresolved cited work
Reference 41
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.667401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4c4c2d2-6e91-46d8-8b2b-933c3b3cf23e · outbound
This paper cites IEEE Computational Intelligence Magazine , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Computational Intelligence Magazine , volume=
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.729616Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da4cf756-09ce-46ae-a31c-7280c3d85ab6 · outbound
This paper cites AlphaEvolve: A coding agent for scientific and algorithmic discovery.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design AlphaEvolve: A coding agent for scientific and algorithmic discovery
Reference 43
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- unresolved
- no resolver link, observed 2026-08-02T03:27:21.806523Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b3d46831-6688-407f-8546-59c83cba7ed3 · outbound
This paper cites Handbook of Evolutionary Machine Learning , pages=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Handbook of Evolutionary Machine Learning , pages=
Reference 44
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.934111Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ce32918-c40a-4c3f-89f7-e98e5969e4b7 · outbound
This paper cites Proceedings of the AAAI Conference on Artificial Intelligence , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the AAAI Conference on Artificial Intelligence , volume=
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:21.992802Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f3d432d5-91a1-48cc-88bf-5f26422a4eb3 · outbound
This paper cites Machine Learning , volume=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Machine Learning , volume=
Reference 46
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:22.072484Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cf22408c-0462-4331-86fe-6a7b23bdca6c · outbound
This paper cites Proceedings of the Genetic and Evolutionary Computation Conference , pages=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design Proceedings of the Genetic and Evolutionary Computation Conference , pages=
Reference 47
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:22.156620Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6afa1e60-3a51-4df3-a50c-be743989e959 · outbound
This paper cites IEEE Transactions on Evolutionary Computation , year=.
How to Guide LLM Generation: Dual-Surrogate Guided Search for Automated Heuristic Design IEEE Transactions on Evolutionary Computation , year=
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T03:27:22.212377Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.