Paper Citation Record · LEDGER

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization

As of 6 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2606.01425.

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

pith.paper-citation-record.v1
2606.01425 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-06-28T17:22:32.413097Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

31 of 31 outbound references displayed

verified exact8
verified fuzzy0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4a470cd3-511a-42d4-ae38-de4f84b80cc8 · outbound

This paper cites Mixed discrete- continuous heuristic generative planning based on flow tubes,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Mixed discrete- continuous heuristic generative planning based on flow tubes,

Reference 1

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Observation 8675ba5b-0959-4875-9078-71c460c9f4fd · outbound

This paper cites Efficient de- sign optimization over mixed-combinatorial spaces enabled by graph- learning,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Efficient de- sign optimization over mixed-combinatorial spaces enabled by graph- learning,

Reference 2

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Observation 13f28ec6-7798-4d0f-833f-a40f11728e12 · outbound

This paper cites Concurrent design optimization of tether-net system and actions for reliable space-debris capture,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Concurrent design optimization of tether-net system and actions for reliable space-debris capture,

Reference 3

Resolution: verified exact; doi, observed 2026-06-28T17:42:25.702493Z

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Observation 6e642d57-c12b-4877-a77a-b0d415ba5cb1 · outbound

This paper cites A fast smoothing Newton method for bilevel hyperparameter optimization for SVC with Logistic loss.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization A fast smoothing Newton method for bilevel hyperparameter optimization for SVC with Logistic loss

Reference 4

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Observation 46c31d02-8965-4d27-a1b1-918f1d5e9d27 · outbound

This paper cites Efficient concurrent design of the morphology of unmanned aerial systems and their collective-search behavior,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Efficient concurrent design of the morphology of unmanned aerial systems and their collective-search behavior,

Reference 5

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Observation ff828537-5ee5-4312-bfd1-6173fa10431d · outbound

This paper cites Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:16:14.086773Z

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Observation 1b7abfda-abe1-4c36-b152-d91a1e06c253 · outbound

This paper cites Review of combinatorial optimization methods in the intelligent era,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Review of combinatorial optimization methods in the intelligent era,

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:42:25.710062Z

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Observation d5d2c69f-8a4c-4e4d-83df-829b07d3af18 · outbound

This paper cites Bayesian optimization over mixed type inputs with encoding methods,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Bayesian optimization over mixed type inputs with encoding methods,

Reference 8

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Observation 401e421d-2a0b-4ef6-bad1-57a50a64f3d9 · outbound

This paper cites Mixed integer programming modeling for the satellite three-dimensional com- ponent assignment and layout optimization problem,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Mixed integer programming modeling for the satellite three-dimensional com- ponent assignment and layout optimization problem,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation be3516b4-3e62-40c0-ac62-43e786634ae8 · outbound

This paper cites Efficient partition of integer optimization problems with one-hot encoding,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Efficient partition of integer optimization problems with one-hot encoding,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation f026a539-8c35-46ef-b0fc-da95e0df5baa · outbound

This paper cites Nowak,Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming (International Series of Numerical Mathemat- ics).

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Nowak,Relaxation and Decomposition Methods for Mixed Integer Nonlinear Programming (International Series of Numerical Mathemat- ics)

Reference 11

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation 7fef0125-7e5f-4ff8-b162-8f06800029c4 · outbound

This paper cites Undecidability and hardness in mixed-integer nonlinear programming,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Undecidability and hardness in mixed-integer nonlinear programming,

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:42:25.706646Z

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Observation fe7248cc-05ef-4025-a163-ede11bb2bd65 · outbound

This paper cites Pattern databases,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Pattern databases,

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-28T17:42:25.692245Z

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Observation 50a43c50-9528-4b40-b6e5-f76c9242e4c6 · outbound

This paper cites Combinatorial optimization with policy adaptation using latent space search,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Combinatorial optimization with policy adaptation using latent space search,

Reference 14

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Observation a2bc9e01-21ed-4005-90b4-7361ebed9098 · outbound

This paper cites State abstraction in maxq hierarchical reinforcement learning,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization State abstraction in maxq hierarchical reinforcement learning,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation 4a75c792-f1e8-40b3-8a36-98d39a16ed61 · outbound

This paper cites an unresolved cited work.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation bf95313e-a80e-4745-ae79-35a8aec0d309 · outbound

This paper cites Categorical reparameterization with gumbel-softmax,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Categorical reparameterization with gumbel-softmax,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation fedc07f8-2034-4f1c-a2f9-19c6719041ed · outbound

This paper cites Ant Colony Sampling with GFlowNets for Combinatorial Optimization.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Ant Colony Sampling with GFlowNets for Combinatorial Optimization

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-01T21:16:14.084061Z

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Observation 49cd41ff-e909-4a81-b763-1ba5a7d0ab82 · outbound

This paper cites Learning to allocate time-bound and dynamic tasks to multiple robots using covariant attention neural net- works,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Learning to allocate time-bound and dynamic tasks to multiple robots using covariant attention neural net- works,

Reference 19

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Observation 62f16098-3d43-4061-8a2b-59244be4d390 · outbound

This paper cites Learning scalable policies over graphs for multi-robot task allocation using capsule attention net- works,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Learning scalable policies over graphs for multi-robot task allocation using capsule attention net- works,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation bffcd417-1bce-48bf-b0f5-f3c3cb402218 · outbound

This paper cites Real-time outage management in active distribution networks using reinforcement learning over graphs,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Real-time outage management in active distribution networks using reinforcement learning over graphs,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation a26116a1-5284-430a-9b5f-5317209ffc03 · outbound

This paper cites URL https: //doi.org/10.1007/s10107-010-0419-x.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization URL https: //doi.org/10.1007/s10107-010-0419-x

Reference 22

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Observation 2621e334-190d-4053-9831-8a8796e2f447 · outbound

This paper cites A tutorial on energy-based learning,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization A tutorial on energy-based learning,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation 71048579-045b-47d3-8ebf-5888f42ebcb3 · outbound

This paper cites Crane,Discrete Differential Geometry: An Applied Introduction,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Crane,Discrete Differential Geometry: An Applied Introduction,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation 2e1feba7-3829-4478-8150-b40eaf55ccf1 · outbound

This paper cites Available: https://www.cs.cmu.edu/ ∼kmcrane/Projects/ DDG/paper.pdf.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Available: https://www.cs.cmu.edu/ ∼kmcrane/Projects/ DDG/paper.pdf

Reference 25

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation 2ced69af-3cfa-46a7-8a4d-364d6cb15f4d · outbound

This paper cites Discrete exterior calculus,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Discrete exterior calculus,

Reference 26

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation 2a8056de-7178-4161-b0f3-d6c113438cb8 · outbound

This paper cites Least Squares Ranking on Graphs.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Least Squares Ranking on Graphs

Reference 27

Resolution: verified exact; local_arxiv, observed 2026-07-01T21:16:14.086142Z

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Observation 54b1fc22-f2a7-4dd1-9b84-88922baae09d · outbound

This paper cites Pairwise difference regression: A machine learning meta-algorithm for improved prediction and uncertainty quantification in chemical search,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Pairwise difference regression: A machine learning meta-algorithm for improved prediction and uncertainty quantification in chemical search,

Reference 28

Resolution: verified exact; doi, observed 2026-06-28T17:42:25.700604Z

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Observation 82b1afd1-2947-4ef8-9204-ef7174d2bdd4 · outbound

This paper cites A mixed- discrete particle swarm optimization algorithm with explicit diversity- preservation,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization A mixed- discrete particle swarm optimization algorithm with explicit diversity- preservation,

Reference 29

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This paper cites Convex minlp test problems with non-separable nonlinear functions,.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Convex minlp test problems with non-separable nonlinear functions,

Reference 30

Resolution: unresolved; no resolver link, observed 2026-06-28T17:22:32.413097Z

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Observation c3f698b3-032c-48d6-ac68-99b59ac5c60f · outbound

This paper cites Madhu, F.

Learning-based Directed Graph Abstraction of Combinatorial Spaces for Order-Preserving Search in Mixed-Combinatorial Nonlinear Optimization Madhu, F

Reference 31

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