Paper Citation Record · LEDGER

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization

As of 10 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 0 inbound Pith citation observations for arXiv:2608.00270.

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

pith.paper-citation-record.v1
2608.00270 v1

Coverage vector

measured 32 of 32 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T00:55:09.100966Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+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
unresolved32
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3b5896b0-8f92-4332-a08d-ef106c0d52f1 · outbound

This paper cites Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.250499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ba9787b-424a-48b6-8d34-35733989e331 · outbound

This paper cites Attention, learn to solve routing problems! InInternational Conference on Learning Representations, 2019.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Attention, learn to solve routing problems! InInternational Conference on Learning Representations, 2019

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.288171Z

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Observation 0ea47f14-bd67-4d01-8e40-49ee6e2039e3 · outbound

This paper cites RRNCO: Towards real-world routing with neural combinatorial optimization.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization RRNCO: Towards real-world routing with neural combinatorial optimization

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.338622Z

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Observation e4927390-34fc-4527-bf7f-9fffc7049f93 · outbound

This paper cites Toutanova.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Toutanova

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.370993Z

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Observation aa9adc47-be04-42f3-a62d-e4bdb96a1548 · outbound

This paper cites Masked autoencoders are scalable vision learners.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Masked autoencoders are scalable vision learners

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.424856Z

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Observation 61a95f5e-2734-4a6b-b851-ff433d887daf · outbound

This paper cites Graphmae2: A decoding-enhanced masked self-supervised graph learner.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Graphmae2: A decoding-enhanced masked self-supervised graph learner

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.503453Z

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Unavailable: canonical work link unavailable.

Observation 7a97d52b-1b10-4c43-a8ee-28b99a80f5bd · outbound

This paper cites Hamilton, Pietro Liò, Yoshua Bengio, and R Devon Hjelm.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Hamilton, Pietro Liò, Yoshua Bengio, and R Devon Hjelm

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.559550Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b139d3c-0718-4cb8-9c7d-1d710bf15a6b · outbound

This paper cites Graph contrastive learning automated.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Graph contrastive learning automated

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.583618Z

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Observation 38b4add7-e8f9-4b35-bb03-54cb71355245 · outbound

This paper cites Applegate, Robert E.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Applegate, Robert E

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.639706Z

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Observation 40afd504-2bfe-46c5-ad1f-26f82c301614 · outbound

This paper cites Morrison, Sheldon H.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Morrison, Sheldon H

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.728694Z

Source-reported events for the cited work

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Observation 7ac8f6b8-eba0-4786-b96a-d93d1631347c · outbound

This paper cites An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems: Technical report.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems: Technical report

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.779524Z

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Observation 9f6e9ffd-3177-449d-99d9-d2badbcc32af · outbound

This paper cites an unresolved cited work.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.816087Z

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Observation ca9cdffb-bf08-4653-94c9-d515903344fe · outbound

This paper cites an unresolved cited work.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:07.894620Z

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Observation 24648818-0cea-4112-a54c-62611954d7e5 · outbound

This paper cites Pointer networks.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Pointer networks

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.002901Z

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Observation 64a27c47-ffd8-4fcf-a4fd-c237929d2123 · outbound

This paper cites Kipf and Max Welling.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Kipf and Max Welling

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.033953Z

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Observation 6d14cfa4-2f65-4c1b-9568-50825dfc33e3 · outbound

This paper cites Graph attention networks, 2018.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Graph attention networks, 2018

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.120126Z

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Observation 1b9c011b-bbcc-4b49-a883-6d0fe3be8ae5 · outbound

This paper cites Gated graph sequence neural networks, 2017.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Gated graph sequence neural networks, 2017

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.175698Z

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Observation b209f87b-1e83-4ef8-9a92-9452b86ed9ab · outbound

This paper cites Joshi, Quentin Cappart, Louis-Martin Rousseau, and Thomas Laurent.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Joshi, Quentin Cappart, Louis-Martin Rousseau, and Thomas Laurent

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.261943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca788509-58cf-4a37-8da9-7e4bdf58f12b · outbound

This paper cites Graphmae: Self-supervised masked graph autoencoders.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Graphmae: Self-supervised masked graph autoencoders

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.318851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d457d199-e99d-4596-9458-e21eb69e789e · outbound

This paper cites Self-supervised graph representation learning via topology transformations.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Self-supervised graph representation learning via topology transformations

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.421569Z

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Observation a8a83b20-eed2-47b8-96c7-5a925264c970 · outbound

This paper cites Graph contrastive learning with personalized augmentation.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Graph contrastive learning with personalized augmentation

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.487419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83012cd0-1235-47fd-a34a-1e9c71c95a0b · outbound

This paper cites an unresolved cited work.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.535198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 034d50b0-f028-459c-832c-54df1f59312e · outbound

This paper cites Multi-scale self- supervised graph contrastive learning with injective node augmentation.IEEE Transactions on Knowledge and Data Engineering, 36(1):261–274, January 2024.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Multi-scale self- supervised graph contrastive learning with injective node augmentation.IEEE Transactions on Knowledge and Data Engineering, 36(1):261–274, January 2024

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.626621Z

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Observation e3e5c3bc-8330-4f9f-a41d-f0efc770d92c · outbound

This paper cites an unresolved cited work.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.685267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f854bd5-c370-4263-a767-77f854192d26 · outbound

This paper cites Data augmentation on graphs: A technical survey.ACM Comput.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Data augmentation on graphs: A technical survey.ACM Comput

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.755986Z

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Unavailable: canonical work link unavailable.

Observation a303a09a-a203-4e8b-8b96-7babca0a30db · outbound

This paper cites an unresolved cited work.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.797180Z

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Observation efa1a3ea-47b1-40b3-973a-a2f6ee12bf98 · outbound

This paper cites On layer normalization in the transformer architecture.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization On layer normalization in the transformer architecture

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.868815Z

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Unavailable: canonical work link unavailable.

Observation 0fae2b79-3db2-4605-99ee-16391a766ee4 · outbound

This paper cites A simple framework for contrastive learning of visual representations.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization A simple framework for contrastive learning of visual representations

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.976557Z

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Observation ba39a198-c0f0-41d6-a330-f02af8daa89a · outbound

This paper cites Householder.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Householder

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:08.999872Z

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Observation 3af9eeee-3342-4fec-af62-3b3a7a67151c · outbound

This paper cites Contrastive difference predictive coding.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Contrastive difference predictive coding

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:09.044303Z

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Observation 5e44f48c-1b71-4381-8ce0-10440942b657 · outbound

This paper cites White and Douglas J.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization White and Douglas J

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:09.052720Z

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Observation 1a316c8d-efb5-486a-b386-027c5e3b51a2 · outbound

This paper cites Williams.

Geometric Self-Supervised Pre-training for Neural Combinatorial Optimization Williams

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T00:55:09.100966Z

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Pith citing papers

No inbound Pith citation observations are available.