Paper Citation Record · LEDGER

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing

As of 17 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 2 inbound Pith citation observations for arXiv:2501.11411.

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

pith.paper-citation-record.v1
2501.11411 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T18:25:06.181230Z

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T05:38:53.253639Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-08T05:44:10.720881Z

Reference resolution

35 of 35 outbound references displayed

verified exact1
verified fuzzy25
unresolved7
parse uncertain0
malformed identifier1
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 748abc49-884a-49f6-811a-f133484f050a · outbound

This paper cites https://site.unibo.it/ operations-research/en/research/bpplib-a-bin-packing-problem-library.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing https://site.unibo.it/ operations-research/en/research/bpplib-a-bin-packing-problem-library

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.747090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3b57abb8-de14-4609-b650-24b80224c1d3 · outbound

This paper cites In: Proceedings of the Genetic and Evolutionary Computation Conference.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: Proceedings of the Genetic and Evolutionary Computation Conference

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.732406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 2435455e-f0d4-48df-b92c-a927188efb67 · outbound

This paper cites Journal of Artificial Intelligence Research78, 1111–1141 (2023).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Journal of Artificial Intelligence Research78, 1111–1141 (2023)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.717816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d12fb9fe-333d-4131-a9ef-16e5ec4ca47e · outbound

This paper cites https:// github.com/shahink84/BinPackingPredictions/tree/main/Data/Benchmarks (2024).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing https:// github.com/shahink84/BinPackingPredictions/tree/main/Data/Benchmarks (2024)

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.701333Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be44696e-31f5-46f6-9721-0242eeea36a2 · outbound

This paper cites an unresolved cited work.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Unresolved cited work

Reference 5

Resolution: verified exact; doi, observed 2026-08-10T18:25:06.229448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8c206018-d055-44ed-bb88-d9526cf31c11 · outbound

This paper cites Journal of the operational research society41(11), 1069–1072 (1990).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Journal of the operational research society41(11), 1069–1072 (1990)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.687059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3c75b832-d607-494d-b2b3-3ed5bc1e8549 · outbound

This paper cites European Journal of Operational Research 290(2), 405–421 (2021).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing European Journal of Operational Research 290(2), 405–421 (2021)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.673127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 870d9d30-a4c2-4e9e-a356-11c653e3720a · outbound

This paper cites Journal of the Operational Research Society 64(12), 1695–1724 (2013).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Journal of the Operational Research Society 64(12), 1695–1724 (2013)

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.658278Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b5b96080-bea8-4202-a46a-d78966178958 · outbound

This paper cites Evolutionary computation 20(1), 63–89 (2012).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Evolutionary computation 20(1), 63–89 (2012)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.644249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9a4be25d-c56e-49cf-a9d1-6cd27d3d68f6 · outbound

This paper cites In: International Conference on Principles and Practice of Constraint Programming.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: International Conference on Principles and Practice of Constraint Programming

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.631854Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 74a872fa-c8dc-4b2a-acb8-30fbb5c631a9 · outbound

This paper cites European Journal of Operational Research 255(1), 1–20 (2016).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing European Journal of Operational Research 255(1), 1–20 (2016)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.618814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 6e43848f-7950-4954-adff-317beb416459 · outbound

This paper cites In: ICRA.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: ICRA

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.605103Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 62cd5a8b-4e7e-4f16-aafb-eacc119277d5 · outbound

This paper cites INFORMS Journal on Computing28(1), 175–194 (2016).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing INFORMS Journal on Computing28(1), 175–194 (2016)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.589503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 049ceff7-10ef-49d0-a012-071eb1e4c728 · outbound

This paper cites Optimiza- tion Methods and Software 36(1), 114–144 (2021).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Optimiza- tion Methods and Software 36(1), 114–144 (2021)

Reference 14

Resolution: malformed identifier; no resolver link, observed 2026-08-10T18:25:06.092401Z

Source-reported events for the cited work

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Observation aae128da-bebc-4270-8f62-e6a03cbffe0f · outbound

This paper cites Evolutionary Computation9(2), 159–195 (2001).https://doi.org/10.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Evolutionary Computation9(2), 159–195 (2001).https://doi.org/10

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T18:25:06.097276Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d78235a5-9b7a-4ff8-868d-e51f985cb6ca · outbound

This paper cites an unresolved cited work.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-10T18:25:06.563066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5b2b67d2-b55e-40ae-a7a0-d5af6da5dcd6 · outbound

This paper cites In: Forty-first International Conference on Machine Learning (2024).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: Forty-first International Conference on Machine Learning (2024)

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.548105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 1f5279aa-74e5-4a48-92ea-ed472c35c621 · outbound

This paper cites Opera- tions Research Perspectives3, 43 – 58 (2016).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Opera- tions Research Perspectives3, 43 – 58 (2016)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.535380Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 5179c135-1379-4785-bb55-23b6feaca1d4 · outbound

This paper cites European Journal of Operational Research (2024).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing European Journal of Operational Research (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.521232Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation b814e0f3-953c-4a47-9d80-a86229b9b936 · outbound

This paper cites In: European Conference on Evolution- ary Computation in Combinatorial Optimization (Part of EvoStar).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: European Conference on Evolution- ary Computation in Combinatorial Optimization (Part of EvoStar)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.506250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ea9bd72f-f9d0-46f3-aaa4-4cc8dc2bfdaf · outbound

This paper cites Journal of Machine Learning Research12, 2825–2830 (2011).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Journal of Machine Learning Research12, 2825–2830 (2011)

Reference 21

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Source-reported events for the cited work

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Observation 9a518fa1-2b35-46c9-a7d3-bd089a49faf6 · outbound

This paper cites In: ProceedingsoftheGeneticandEvolutionaryComputationConferenceCompanion.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: ProceedingsoftheGeneticandEvolutionaryComputationConferenceCompanion

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.483239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation eb403d2e-8043-4241-925f-18039e3284d7 · outbound

This paper cites In: Proceedings of the 2014 annual conference on genetic and evolutionary computa- tion.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: Proceedings of the 2014 annual conference on genetic and evolutionary computa- tion

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.470115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f6218b7b-6ab3-459c-8ceb-ed4a83bb9a41 · outbound

This paper cites Chapman and Hall/CRC (2008).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Chapman and Hall/CRC (2008)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.457756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 854dce43-4a31-4cf8-b07a-6ce46ae9a55a · outbound

This paper cites Nature625(7995), 468–475 (2024).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Nature625(7995), 468–475 (2024)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.445176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 4516ad2e-06b9-4b74-8519-c6f7f4e43bd2 · outbound

This paper cites IEEE Access8, 128068–128095 (2020).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing IEEE Access8, 128068–128095 (2020)

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.430435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ed0cd81c-3de4-437d-a857-20e47bea511b · outbound

This paper cites Computers & Operations Research 24(7), 627–645 (1997).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Computers & Operations Research 24(7), 627–645 (1997)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.417409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 0d4ce171-74d8-4d64-ba0b-f0e61f612d02 · outbound

This paper cites ACM Computing Surveys55(12), 1–31 (2023).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing ACM Computing Surveys55(12), 1–31 (2023)

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.403667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 04edc034-e755-4901-8288-9be7bf188a9b · outbound

This paper cites LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing LLaMEA: A Large Language Model Evolutionary Algorithm for Automatically Generating Metaheuristics

Reference 29

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d22cbd-175c-463c-aacd-685014e68f1e · outbound

This paper cites In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics

Reference 30

Resolution: metadata mismatch; local_arxiv, observed 2026-08-10T18:25:06.268131Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ff0785d8-700d-4ae0-901a-9d97498361be · outbound

This paper cites Journal of Global Optimization11(4), 341–359 (1997).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Journal of Global Optimization11(4), 341–359 (1997)

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T18:25:06.164463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ec92ba4-2283-4142-b917-2501cbb4c52b · outbound

This paper cites Applied Soft Computing130, 109696 (2022) Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing 17.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Applied Soft Computing130, 109696 (2022) Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing 17

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.389749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 24d83f1b-9690-4a9e-b1a1-32657d81efd7 · outbound

This paper cites Operations-Research-Spektrum 18, 131–144 (1996).

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing Operations-Research-Spektrum 18, 131–144 (1996)

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T18:25:06.374102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation d39dd407-74c0-434f-8676-797c7c9fcbec · outbound

This paper cites ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing ReEvo: Large Language Models as Hyper-Heuristics with Reflective Evolution

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T18:25:06.176570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 967e6e49-2659-4110-9af1-856818172afb · outbound

This paper cites In: International Conference on Parallel Problem Solving from Nature.

Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing In: International Conference on Parallel Problem Solving from Nature

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T18:25:06.181230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5a113cbf-f29e-4002-a9b6-b13d1a99af09 · inbound

Improving Existing Optimization Algorithms with LLMs cites this paper.

Improving Existing Optimization Algorithms with LLMs Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-08T05:44:10.726413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 38c73595-29b5-485e-b070-bee6bacdca02 · inbound

BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics cites this paper.

BLADE: Benchmark suite for LLM-driven Automated Design and Evolution of iterative optimisation heuristics Beyond the Hype: Benchmarking LLM-Evolved Heuristics for Bin Packing

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-16T05:38:53.253639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.