Paper Citation Record · LEDGER

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers

As of 15 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2411.09238.

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

pith.paper-citation-record.v1
2411.09238 v2

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T20:59:08.542384Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T06:20:32.505136Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T10:09:45.046562Z

Reference resolution

44 of 44 outbound references displayed

verified exact0
verified fuzzy21
unresolved22
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation b7034aa0-aab9-463c-8591-eb6780cfa9aa · outbound

This paper cites Certification of an optimal tsp tour through 85,900 cities.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Certification of an optimal tsp tour through 85,900 cities

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.215337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6d105be8-18fa-4943-98ce-b61a09299eec · outbound

This paper cites Neural Combinatorial Optimization with Reinforcement Learning.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Neural Combinatorial Optimization with Reinforcement Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.378196Z

Source-reported events for the cited work

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Observation 5cf307e7-214d-43e1-810a-4aeda2ff22f5 · outbound

This paper cites Learning generalizable models for vehicle routing problems via knowledge distillation.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning generalizable models for vehicle routing problems via knowledge distillation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.382217Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9857835a-f335-426a-818b-32a485444f2b · outbound

This paper cites Learning to perform local rewriting for combinatorial optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning to perform local rewriting for combinatorial optimization

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.386194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7365e000-6118-4bc7-9ef4-fa9d23781dc8 · outbound

This paper cites Simulation-guided beam search for neural combinatorial optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Simulation-guided beam search for neural combinatorial optimization

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.186158Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 00720c0e-29a2-4123-a1b6-53f29cc22e31 · outbound

This paper cites Learning 2-opt heuristics for the traveling salesman problem via deep reinforcement learning.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning 2-opt heuristics for the traveling salesman problem via deep reinforcement learning

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.174500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f39982dd-2af4-44e8-8910-3f99ebb06c48 · outbound

This paper cites Learning heuristics for the tsp by policy gradient.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning heuristics for the tsp by policy gradient

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.162690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 972b2c55-b4eb-43ea-8c5e-3302207f8e94 · outbound

This paper cites INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers INViT: A Generalizable Routing Problem Solver with Invariant Nested View Transformer

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.403315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c6d7f6a-eb64-4d5b-bc17-ac976a60780e · outbound

This paper cites Generalize a small pre-trained model to arbitrarily large tsp instances.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Generalize a small pre-trained model to arbitrarily large tsp instances

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.151413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f4d0efdd-e05b-4efd-b445-5ad82a94b495 · outbound

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

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.141051Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 15b9a79c-100c-4748-89c0-f848e9a8e45f · outbound

This paper cites Efficient Active Search for Combinatorial Optimization Problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Efficient Active Search for Combinatorial Optimization Problems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.415696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3fde1d17-f059-4ba4-a5c1-858bb48c5622 · outbound

This paper cites Graph Neural Network Guided Local Search for the Traveling Salesperson Problem.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Graph Neural Network Guided Local Search for the Traveling Salesperson Problem

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.420374Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7fcb5d7a-1f4d-40ac-a81b-ca8b659ee219 · outbound

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

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers An Efficient Graph Convolutional Network Technique for the Travelling Salesman Problem

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.424514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a61ab9f3-5480-450e-a1a9-1bae1ef32006 · outbound

This paper cites Learning combinatorial optimization algorithms over graphs.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning combinatorial optimization algorithms over graphs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.428481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f29ec637-2894-453a-9e4a-e18c454f518c · outbound

This paper cites Learning collaborative policies to solve np-hard routing problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning collaborative policies to solve np-hard routing problems

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.121393Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 9e4133b8-2b46-40d3-8166-585941dc0a2f · outbound

This paper cites Sym-nco: Leveraging symmetricity for neural combinatorial optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Sym-nco: Leveraging symmetricity for neural combinatorial optimization

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.434917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e076fb70-fcc6-483d-864e-4bc30072ad98 · outbound

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

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Attention, learn to solve routing problems! In International Conference on Learning Representations, 2019

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.438204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b90adf3-7180-45f9-ab7f-f3dba6326de3 · outbound

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

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Pomo: Policy optimization with multiple optima for reinforcement learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.441527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca44eec9-924f-4df8-aa1c-8ce5a017b2be · outbound

This paper cites Matrix encoding networks for neural combinatorial optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Matrix encoding networks for neural combinatorial optimization

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.444651Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88a319ec-1ede-493c-b61b-204ff30bed93 · outbound

This paper cites Smac3: A versatile bayesian optimization package for hyperparameter optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Smac3: A versatile bayesian optimization package for hyperparameter optimization

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.078049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 8796dc5f-eb90-4656-bbca-18e28a3d5d55 · outbound

This paper cites Multi-task learning for routing problem with cross-problem zero-shot generalization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Multi-task learning for routing problem with cross-problem zero-shot generalization

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.066113Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation f5f18886-4853-488e-b37f-9f6836542cfb · outbound

This paper cites A unified approach to interpreting model predictions.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers A unified approach to interpreting model predictions

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.054445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 498d3e91-65f0-4ce2-b9ce-12a12d5f49e1 · outbound

This paper cites Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Lundberg, Gabriel Erion, Hugh Chen, Alex DeGrave, Jordan M

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.043861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 6739ac9f-30b6-4037-860c-b3135aea0171 · outbound

This paper cites Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Combinatorial Optimization by Graph Pointer Networks and Hierarchical Reinforcement Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.464091Z

Source-reported events for the cited work

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Observation 6ad21031-6eab-4e66-b5c8-c6f0c3b3d043 · outbound

This paper cites Unsupervised learning for solving the travelling salesman problem.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Unsupervised learning for solving the travelling salesman problem

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.030007Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 04ddc99b-5603-4909-a2bb-bc86dbcd047f · outbound

This paper cites A powerful genetic algorithm using edge assembly crossover for the traveling salesman problem.INFORMS Journal on Computing, 25(2):346–363, 2013.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers A powerful genetic algorithm using edge assembly crossover for the traveling salesman problem.INFORMS Journal on Computing, 25(2):346–363, 2013

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.016033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a7df3866-436c-4929-aa0c-9d0e5b6ae8de · outbound

This paper cites H-tsp: Hierarchically solving the large-scale traveling salesman problem.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers H-tsp: Hierarchically solving the large-scale traveling salesman problem

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:09.001337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e59badfe-78dd-4031-abb0-b340e1306052 · outbound

This paper cites A deep reinforcement learning algorithm using dynamic attention model for vehicle routing problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers A deep reinforcement learning algorithm using dynamic attention model for vehicle routing problems

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.480045Z

Source-reported events for the cited work

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Observation 0a2222a4-ce03-4cfa-bec6-54bf19bcd7e8 · outbound

This paper cites Dimes: A differentiable meta solver for combinatorial optimization problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Dimes: A differentiable meta solver for combinatorial optimization problems

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.976843Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 84650387-6d73-4634-8588-bad275a7ce40 · outbound

This paper cites Tsplib—a traveling salesman problem library.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Tsplib—a traveling salesman problem library

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.963220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 567115c6-a8a1-40dd-a8ff-afff561ea58b · outbound

This paper cites Difusco: Graph-based diffusion solvers for combinatorial optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Difusco: Graph-based diffusion solvers for combinatorial optimization

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.951181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 02b38f08-c39f-460c-8037-945db5c50bb3 · outbound

This paper cites Pointer networks.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Pointer networks

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.492567Z

Source-reported events for the cited work

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Observation d72fa787-6d1c-4b26-b090-9f912caabc40 · outbound

This paper cites Efficient Training of Multi-task Neural Solver for Combinatorial Optimization.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Efficient Training of Multi-task Neural Solver for Combinatorial Optimization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.496780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b8b0589-ad01-40d3-85fc-94729b1490bd · outbound

This paper cites A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers A Game-Theoretic Approach for Improving Generalization Ability of TSP Solvers

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.500650Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3cbc82b9-1f48-400f-936a-5f2ffb739703 · outbound

This paper cites Asp: Learn a universal neural solver! IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Asp: Learn a universal neural solver! IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.505157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 315437c2-405b-4759-916e-f42de35713f7 · outbound

This paper cites Learning improvement heuristics for solving routing problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Learning improvement heuristics for solving routing problems

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.924192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 89fd85f1-67de-4410-acd2-c39be07ca5ce · outbound

This paper cites Position: Rethinking post-hoc search-based neural approaches for solving large-scale traveling salesman problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Position: Rethinking post-hoc search-based neural approaches for solving large-scale traveling salesman problems

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.909570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 7666b0f4-3cdc-4170-bdf4-24a8faf23b7d · outbound

This paper cites Glop: Learning global partition and local construction for solving large-scale routing problems in real-time.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Glop: Learning global partition and local construction for solving large-scale routing problems in real-time

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.893731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1c47aa3f-b1e6-47fd-a6f7-4b82141bac54 · outbound

This paper cites Towards omni-generalizable neural methods for vehicle routing problems.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Towards omni-generalizable neural methods for vehicle routing problems

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.520902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7bb880b-393c-4ee6-a3b5-19ffcf790f1d · outbound

This paper cites MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers MVMoE: Multi-Task Vehicle Routing Solver with Mixture-of-Experts

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T20:59:08.524821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc9ba1d-834a-4578-89e5-18d77620a26d · outbound

This paper cites an unresolved cited work.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:59:08.870939Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2aca0125-f07b-48ef-8341-06b6902349c0 · outbound

This paper cites DIFUSCO DIFUSCO also generates a sparse heatmap based on the k-NN subgraph (k = 50 for TSP-500, k = 100 for larger scales).

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers DIFUSCO DIFUSCO also generates a sparse heatmap based on the k-NN subgraph (k = 50 for TSP-500, k = 100 for larger scales)

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-12T20:59:08.858044Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 3e0311e3-ab11-4ee9-9082-c9c8021114d6 · outbound

This paper cites an unresolved cited work.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-12T20:59:08.845196Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 675dcb18-4dcd-4b6e-b7bb-2a403b65d60f · outbound

This paper cites b) The same process as used for smaller instances.

Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers b) The same process as used for smaller instances

Reference 44

Resolution: malformed identifier; raw_fallback, observed 2026-08-12T20:59:08.650288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Pith citing papers

Observation bc579a34-f7af-423a-a1a3-c40cf1c9caeb · inbound

GRIMIP: A General Framework for Instance-Specific Configuration of MIP Solvers Using LLMs cites this paper.

GRIMIP: A General Framework for Instance-Specific Configuration of MIP Solvers Using LLMs Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers

Reference 52

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:09:45.048068Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0fe09cbe-e5f4-4d57-b7f6-a17047138c07 · inbound

Quantum-enhanced Monte Carlo Tree Search framework for combinatorial optimization problems cites this paper.

Quantum-enhanced Monte Carlo Tree Search framework for combinatorial optimization problems Beyond the Heatmap: A Rigorous Evaluation of Component Impact in MCTS-Based TSP Solvers

Reference 86

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T06:24:19.245927Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.