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Paper Citation Record · LEDGER

Recurrent State Encoders for Efficient Neural Combinatorial Optimization

As of 10 August 2026, this Paper Citation Record lists 55 of 55 outbound references and 0 inbound Pith citation observations for arXiv:2509.05084.

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

pith.paper-citation-record.v1
2509.05084 v1

Coverage vector

measured 55 of 55 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T05:42:52.720686Z

measured 55 of 55 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 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

55 of 55 outbound references displayed

  • verified exact7
  • verified fuzzy31
  • unresolved13
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cafb97b0-e616-4c44-af34-8decbc32ebbd · outbound

This paper cites Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Hydra: Sequentially-Dependent Draft Heads for Medusa Decoding

Reference 1

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Source-reported events for the cited work

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Observation 10a77ffc-4646-429c-b408-f566e7670408 · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 2

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

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Observation 475516a6-d429-45cf-9d55-181860d99e0c · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 3

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Observation e4306a27-feed-461d-8ac5-02e3905f2998 · outbound

This paper cites RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark, June 2024.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark, June 2024

Reference 4

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Observation 4ea0d311-3e69-4ebb-b67e-f865b7200e90 · outbound

This paper cites Wouda, Leon Lan, Kevin Tierney, and Jinkyoo Park.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Wouda, Leon Lan, Kevin Tierney, and Jinkyoo Park

Reference 5

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Observation 768dbb1c-1dad-4ebd-9ed4-61f4beb9c189 · outbound

This paper cites Accelerating Large Language Model Decoding with Speculative Sampling.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Accelerating Large Language Model Decoding with Speculative Sampling

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation c738d972-1b68-4af6-b054-90c5febf6126 · outbound

This paper cites Decision Transformer: Reinforcement Learning via Sequence Modeling.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Decision Transformer: Reinforcement Learning via Sequence Modeling

Reference 7

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

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Observation 2762eeb6-3f2b-4373-b7d4-7b0f4d18a4ee · outbound

This paper cites Simulation-guided Beam Search for Neural Combinatorial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Simulation-guided Beam Search for Neural Combinatorial Optimization

Reference 8

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

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Observation acee56b8-ea32-4acf-9b81-333c5f0905ae · outbound

This paper cites Applegate, Robert E.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Applegate, Robert E

Reference 9

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

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Observation becf474e-ce91-4f2e-8ba3-b829f40e0734 · outbound

This paper cites The Road Less Scheduled.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization The Road Less Scheduled

Reference 10

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

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Observation cb1bd0af-e6f2-4216-bc4d-5237bda02b49 · outbound

This paper cites BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization

Reference 11

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

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Observation d3c44595-4adc-4a81-a8da-ae38477c86f5 · outbound

This paper cites GOAL: A Generalist Combinato- rial Optimization Agent Learner.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization GOAL: A Generalist Combinato- rial Optimization Agent Learner

Reference 12

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

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Observation 1d643fd6-af5f-477c-b7ee-2292b59103ed · outbound

This paper cites Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Learning to Solve Vehicle Routing Problems with Time Windows through Joint Attention

Reference 13

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local_arxiv, observed 2026-08-05T05:42:53.303649Z

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

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Observation 8d1fc078-e815-4b22-9f2a-772c29375a32 · outbound

This paper cites Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems

Reference 14

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local_arxiv, observed 2026-08-05T05:42:52.851199Z

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

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Observation 8f2bc6ba-30c4-4cc1-a6c4-c2052e86f348 · outbound

This paper cites Falkner, Daniela Thyssens, Ahmad Bdeir, and Lars Schmidt-Thieme.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Falkner, Daniela Thyssens, Ahmad Bdeir, and Lars Schmidt-Thieme

Reference 15

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doi, observed 2026-08-05T05:42:52.829876Z

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

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Observation d5761692-c006-402d-b0f6-4a8106639056 · outbound

This paper cites Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances

Reference 16

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Source-reported events for the cited work

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Observation c0b5e9a8-a486-4ed9-8689-4b0865fe13c5 · outbound

This paper cites Deep Recurrent Q-Learning for Partially Observable MDPs.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Deep Recurrent Q-Learning for Partially Observable MDPs

Reference 17

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Observation 78635fcf-fb3d-43de-9676-cdf24b3ca29f · outbound

This paper cites Memory-based control with recurrent neural networks.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Memory-based control with recurrent neural networks

Reference 18

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Source-reported events for the cited work

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Observation dd02c1a3-82e3-48a9-913f-0827b033dcc5 · outbound

This paper cites Neural large neighborhood search for routing problems.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Neural large neighborhood search for routing problems

Reference 19

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Source-reported events for the cited work

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Observation 08ee1e70-dac6-4f52-b128-28ecf1184d9e · outbound

This paper cites Efficient Active Search for Combinatorial Optimization Problems.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Efficient Active Search for Combinatorial Optimization Problems

Reference 20

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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.

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Observation 325b89e9-ff72-4252-ae0a-c4dff95093a1 · outbound

This paper cites PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization

Reference 21

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

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Observation d4c5d2d1-a2a7-40b8-87ed-d03060fd8389 · outbound

This paper cites Neural Deconstruction Search for Vehicle Routing Problems, January 2025.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Neural Deconstruction Search for Vehicle Routing Problems, January 2025

Reference 22

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

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Observation b2fe67f0-6e89-4546-bec5-e320fb9797fe · outbound

This paper cites Pointerformer: Deep reinforced multi-pointer transformer for the traveling salesman problem.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Pointerformer: Deep reinforced multi-pointer transformer for the traveling salesman problem

Reference 23

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doi, observed 2026-08-05T05:42:53.694200Z

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

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Observation c08f337f-87ae-45f5-9791-92e5891e6ff4 · outbound

This paper cites An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem

Reference 24

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Observation 65750e66-8dd1-4438-a918-d2637f564020 · outbound

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

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Joshi, Quentin Cappart, Louis-Martin Rousseau, and Thomas Laurent

Reference 25

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Observation ca2f06bb-0253-43c9-86b9-3a6ad69f2a75 · outbound

This paper cites Munos, and Will Dabney.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Munos, and Will Dabney

Reference 26

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raw_fallback, observed 2026-08-05T05:42:53.676853Z

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.

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Observation 8fd3b54b-eade-4b42-9521-84d0bfdabff6 · outbound

This paper cites Learning Combinatorial Optimization Algorithms over Graphs.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Learning Combinatorial Optimization Algorithms over Graphs

Reference 27

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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.

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Observation c25132e6-0157-424f-b1e0-f99e6267c1ce · outbound

This paper cites Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization

Reference 28

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raw_fallback, observed 2026-08-05T05:42:53.645912Z

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.

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Observation 38426ceb-415f-4623-80d8-a97c1d831527 · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 29

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verified exact
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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.

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Observation 0e44034c-555f-4a0e-a311-39da29093175 · outbound

This paper cites Attention, Learn to Solve Routing Problems! In7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Attention, Learn to Solve Routing Problems! In7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019

Reference 30

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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.

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Observation 02235d87-999a-4ba0-a89e-364f1e5a57db · outbound

This paper cites Matrix Encoding Networks for Neural Combinatorial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Matrix Encoding Networks for Neural Combinatorial Optimization

Reference 31

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raw_fallback, observed 2026-08-05T05:42:53.614804Z

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.

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Observation 31918492-caf9-45f4-a837-9e03c68e4d41 · outbound

This paper cites POMO: Policy optimization with multiple optima for reinforcement learning.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization POMO: Policy optimization with multiple optima for reinforcement learning

Reference 32

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verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.597862Z

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.

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Observation 49c05138-ae3b-43c0-a293-44e96af79ebb · outbound

This paper cites Fast Inference from Transformers via Spec- ulative Decoding.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Fast Inference from Transformers via Spec- ulative Decoding

Reference 33

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raw_fallback, observed 2026-08-05T05:42:53.581393Z

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.

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Observation 12d21f31-856f-4749-991b-f7baec187137 · outbound

This paper cites Learning to delegate for large-scale vehicle routing.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Learning to delegate for large-scale vehicle routing

Reference 34

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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.

source=pdf_text observed=2026-08-05T05:42:52.627614Z digest=sha256:0d21716f4d3b37933a9a93b5e7eac6e1fd9181b75d6c8046245bf1e571401418

Observation 018a64f5-0de3-4925-8d8d-bc85e0d5bcf5 · outbound

This paper cites From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.549501Z

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.

source=pdf_text observed=2026-08-05T05:42:52.631438Z digest=sha256:79f689301965f03dc710d9932b3c3fd2a37c84f4d9b0a956132d4e624ac0916f

Observation 08d2ddd4-3b55-4b8a-8c0b-d8535022507a · outbound

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

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.534721Z

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.

source=pdf_text observed=2026-08-05T05:42:52.636169Z digest=sha256:2ba25048ee65c941441ca7dd566ae756052c5bed2b46243cb515aa71b1c0636c

Observation 050263bf-20a3-4caa-b9c6-8bab81996460 · outbound

This paper cites Self- Improved Learning for Scalable Neural Combinatorial Optimization, May 2024.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Self- Improved Learning for Scalable Neural Combinatorial Optimization, May 2024

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.519183Z

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.

source=pdf_text observed=2026-08-05T05:42:52.640667Z digest=sha256:e9f6e4b186c7788197c4e7a8a5c64a7548aaa9ff8247a69675157a4a51993fdd

Observation a18c8c98-07ef-47fe-90b3-6b061bac544d · outbound

This paper cites Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Learning to Iteratively Solve Routing Problems with Dual-Aspect Collaborative Transformer

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.504425Z

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.

source=pdf_text observed=2026-08-05T05:42:52.644734Z digest=sha256:131b944a8fe9731425e334f73e77446cd406e1a352fbe498eadd9fa7cff4eba9

Observation 40afc095-0117-456e-be4c-8b21a934bf35 · outbound

This paper cites Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.489230Z

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.

source=pdf_text observed=2026-08-05T05:42:52.648740Z digest=sha256:1186adcd61df4cdc85a8f2ed2dbb46f50f9c69cde8ff155a4019a14c3005e05b

Observation 4e783eab-a98c-4aa1-8313-742d24bd14b6 · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:42:53.474772Z

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.

source=pdf_text observed=2026-08-05T05:42:52.652909Z digest=sha256:41e40f9b1c2f4d2b6a619a4b33cbf2aa5e86b73002e25c7407c31661f295da2b

Observation 8254cdf6-f8d9-4180-86a1-e99e872a2308 · outbound

This paper cites Recurrent Reinforcement Learning with Memoroids.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Recurrent Reinforcement Learning with Memoroids

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.459832Z

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.

source=pdf_text observed=2026-08-05T05:42:52.657407Z digest=sha256:b3420386cf1a9480948db8304c132df952a92dbdf5da2c6311e1c3d80160e568

Observation 30b139c6-a1a8-4673-a3f8-0dc50c03d5d2 · outbound

This paper cites When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.444684Z

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.

source=pdf_text observed=2026-08-05T05:42:52.661681Z digest=sha256:2bd7380cf480178eb03754b4fdba9d7b955e525aacb207f1a000c0b38ca40f68

Observation 882c3a74-9959-4189-ad99-76af2c7d632d · outbound

This paper cites A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization A Deep Reinforcement Learning Algorithm Using Dynamic Attention Model for Vehicle Routing Problems

Reference 43

Resolution
verified exact
doi, observed 2026-08-05T05:42:52.778418Z

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.

source=pdf_text observed=2026-08-05T05:42:52.666021Z digest=sha256:aac6fa0fe52fa40ff040e98a0f848fae4815769956de3f044cf2ec2c5b946866

Observation 23c6b80c-2965-40b6-95c2-60ad90a0daae · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:42:53.425046Z

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.

source=pdf_text observed=2026-08-05T05:42:52.671489Z digest=sha256:640be3fecee5b535780f9e63dc9121b6ab45b5ff8d7612d3a20512c6732d4cf7

Observation 921eb84c-03ca-41f4-a258-d455a49030c9 · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-05T05:42:53.409985Z

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.

source=pdf_text observed=2026-08-05T05:42:52.675575Z digest=sha256:c786b6771be04608b2d79505bfaa4b7de92a17f0c3a15d2e93ca405631f13a22

Observation 65cc4a36-ef98-40a8-aa9c-e3c2c7f5884a · outbound

This paper cites Blockwise Parallel Decoding for Deep Autoregressive Models.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Blockwise Parallel Decoding for Deep Autoregressive Models

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.395513Z

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.

source=pdf_text observed=2026-08-05T05:42:52.679804Z digest=sha256:1f89196f3da1ba47f96a420598ffe90d1c7a3c173c99f66d1b7ab73e17badcb3

Observation 482e92e6-4f5e-4aba-8c33-d4920eff03f0 · outbound

This paper cites DIFUSCO: Graph-based Diffusion Solvers for Combinato- rial Optimization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization DIFUSCO: Graph-based Diffusion Solvers for Combinato- rial Optimization

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.380400Z

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.

source=pdf_text observed=2026-08-05T05:42:52.684033Z digest=sha256:eaa91324762ad99766277d0b274ba0ba130a90f1d09faf172906033449ae9528

Observation 66c8e9fd-d0a2-4c90-a196-7b998976888c · outbound

This paper cites Hybrid Genetic Search for the CVRP: Open-Source Implementation and SWAP* Neighborhood.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Hybrid Genetic Search for the CVRP: Open-Source Implementation and SWAP* Neighborhood

Reference 48

Resolution
verified exact
local_arxiv, observed 2026-08-05T05:42:53.140689Z

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.

source=pdf_text observed=2026-08-05T05:42:52.688493Z digest=sha256:84d7edd926fa1464a7c42c805034086913d78445a333d47485d5f3b0cc75e24a

Observation 6747fdd6-af85-40ad-bf4a-28a1d2c4b896 · outbound

This paper cites A Hybrid Genetic Algorithm for Multidepot and Periodic Vehicle Routing Problems.Operations Research, 60(3):611–624, June 2012.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization A Hybrid Genetic Algorithm for Multidepot and Periodic Vehicle Routing Problems.Operations Research, 60(3):611–624, June 2012

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-05T05:42:52.693314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:42:52.693314Z digest=sha256:9e7b51bef30ad5fc1ba619b7c0b0f4b02fb058d81ad4b92be56452dcf48da218

Observation e5b4e9b3-c94a-484b-9af5-1dfaf4e48397 · outbound

This paper cites Wouda, Leon Lan, and Wouter Kool.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Wouda, Leon Lan, and Wouter Kool

Reference 50

Resolution
unresolved
no resolver link, observed 2026-08-05T05:42:52.697345Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:42:52.697345Z digest=sha256:2e8125b6c9aaf909d736425ff7f8557481626e740be3218c2c43ee3d8e524213

Observation 42610e22-5e03-4f35-b505-23b57c8c24d5 · outbound

This paper cites an unresolved cited work.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Unresolved cited work

Reference 51

Resolution
verified exact
doi, observed 2026-08-05T05:42:52.760354Z

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.

source=pdf_text observed=2026-08-05T05:42:52.701822Z digest=sha256:8ae6b4125cb3fc024ba4827d7977ac0ef89149c8eb3e65c27d5c6e2404eb92c1

Observation 070c5e8e-8945-4ec2-a277-d5803e9bd1b7 · outbound

This paper cites NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.364275Z

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.

source=pdf_text observed=2026-08-05T05:42:52.706547Z digest=sha256:72e05a2b5a384e517a79fdd40d83fa5909b6bf515b2cc9d339c9d7e2a6ca6846

Observation 6553939f-91be-416a-8453-ac629a860712 · outbound

This paper cites GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-05T05:42:52.711070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T05:42:52.711070Z digest=sha256:f37bdb6772e26bfced4374a124de9da455ed71ec60410ed04f0cb67ba77bc17f

Observation 11aabfac-1240-4313-8e22-86594e976a1d · outbound

This paper cites Root mean square layer normalization.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization Root mean square layer normalization

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.334918Z

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.

source=pdf_text observed=2026-08-05T05:42:52.715549Z digest=sha256:5c0fa84af865dcb0623e8568a1d73e0fdf2c6de7e4a3a442de41b709c8c76bc4

Observation f9060785-814c-4509-8c72-c01eb8e61ce5 · outbound

This paper cites For results with varying k, see figure 5.

Recurrent State Encoders for Efficient Neural Combinatorial Optimization For results with varying k, see figure 5

Reference 1000

Resolution
verified fuzzy
raw_fallback, observed 2026-08-05T05:42:53.319470Z

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.

source=pdf_text observed=2026-08-05T05:42:52.720686Z digest=sha256:25f12dea87413e3b2ef92da6cc259350d7500932cf98e230579c51089b30537a

Pith citing papers

No inbound Pith citation observations are available.