Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T05:05:26.549203Z
Paper Citation Record · LEDGER
On Distributional Dependent Performance of Classical and Neural Routing Solvers
As of 10 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 0 inbound Pith citation observations for arXiv:2508.02510.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
50 of 50 outbound references displayed
- verified exact5
- verified fuzzy33
- unresolved10
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 6dab9385-362b-4b0e-81ce-91485929e3c4 · outbound
This paper cites Attention, filling in the gaps for generalization in routing problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Attention, filling in the gaps for generalization in routing problems
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.821583Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation abd3b694-001e-41cf-b811-8ec560d673df · outbound
This paper cites Le, Mohammad Norouzi, and Samy Bengio.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Le, Mohammad Norouzi, and Samy Bengio
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.801510Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 77171ea6-7f5a-4c6a-a93b-f07619ebbad3 · outbound
This paper cites Machine learning for combinatorial optimization: A methodological tour d’horizon.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Machine learning for combinatorial optimization: A methodological tour d’horizon
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:22.683701Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fca3fcb-9df3-47c3-91a3-078bc9f97d2c · outbound
This paper cites RouteFinder: Towards Foundation Models for Vehicle Routing Problems, June 2024.
On Distributional Dependent Performance of Classical and Neural Routing Solvers RouteFinder: Towards Foundation Models for Vehicle Routing Problems, June 2024
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.782807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9051150d-00f7-4e59-a142-e3135d3abf06 · outbound
This paper cites Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Learning Generalizable Models for Vehicle Routing Problems via Knowledge Distillation
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T05:05:27.637253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9a78767b-ebd4-441d-99c1-82c3ea1310c8 · outbound
This paper cites Evolving diverse tsp instances by means of novel and creative mutation operators.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Evolving diverse tsp instances by means of novel and creative mutation operators
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.761902Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ea591b05-795e-4b93-9f27-15f90e6dc824 · outbound
This paper cites The Transformer Network for the Traveling Salesman Problem, March 2021.
On Distributional Dependent Performance of Classical and Neural Routing Solvers The Transformer Network for the Traveling Salesman Problem, March 2021
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.742524Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3ff6f570-3722-4aaf-8ec0-241630c771bb · outbound
This paper cites Combinatorial Optimization with Policy Adaptation using Latent Space Search.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Combinatorial Optimization with Policy Adaptation using Latent Space Search
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.723126Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation fd4a9706-57ab-412b-834f-b35999c08a96 · outbound
This paper cites Simulation-guided Beam Search for Neural Combinatorial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Simulation-guided Beam Search for Neural Combinatorial Optimization
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:23.205256Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2dc5f487-2f9b-46c9-abfc-d1e37484a461 · outbound
This paper cites Learning Heuristics for the TSP by Policy Gradient.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Learning Heuristics for the TSP by Policy Gradient
Reference 10
- Resolution
- verified exact
- doi, observed 2026-08-06T05:05:27.181834Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c626c519-dc7f-416c-b58d-7e5a588fa1fb · outbound
This paper cites BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers BQ-NCO: Bisimulation Quotienting for Efficient Neural Combinatorial Optimization
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.694143Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b8062873-b87b-4bca-86ae-29ac4a6b4138 · outbound
This paper cites Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Too Big, so Fail? -- Enabling Neural Construction Methods to Solve Large-Scale Routing Problems
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:23.481216Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2672ef13-9fa9-408a-93b8-174730a8b594 · outbound
This paper cites Learning to control local search for combinatorial optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Learning to control local search for combinatorial optimization
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.674111Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e9d2286d-ff3d-4b30-b5c3-4f0f5170ec3d · outbound
This paper cites Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Generalize a Small Pre-trained Model to Arbitrarily Large TSP Instances
Reference 14
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-06T05:05:23.605407Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 54eafd59-e585-48ea-83ec-c29f061198f6 · outbound
This paper cites Generalization of neural combinatorial solvers through the lens of adversarial robustness.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Generalization of neural combinatorial solvers through the lens of adversarial robustness
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.653701Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76deb069-8a4b-4da1-92f1-2069f4101f7a · outbound
This paper cites An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers An extension of the lin-kernighan-helsgaun tsp solver for constrained traveling salesman and vehicle routing problems
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.637015Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8055e491-1c68-40ea-841c-b6891736cada · outbound
This paper cites Neural large neighborhood search for the capacitated vehicle routing problem.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Neural large neighborhood search for the capacitated vehicle routing problem
Reference 17
- Resolution
- verified exact
- doi, observed 2026-08-06T05:05:27.015435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c3ff284-51ac-47cb-90fb-06732731ebc4 · outbound
This paper cites Neural large neighborhood search for routing problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Neural large neighborhood search for routing problems
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:23.913444Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e8b8ac55-6d65-442c-ad07-35a9cbe3020f · outbound
This paper cites Efficient Active Search for Combinatorial Optimization Problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Efficient Active Search for Combinatorial Optimization Problems
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.615761Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c6a27980-09bb-41d2-b3c2-a9fd06fa89a1 · outbound
This paper cites Efficient active search for combinatorial optimization problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Efficient active search for combinatorial optimization problems
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.597318Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ee7fcc2d-9145-4878-9b94-71eb35e9e7d1 · outbound
This paper cites PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization, February 2024.
On Distributional Dependent Performance of Classical and Neural Routing Solvers PolyNet: Learning Diverse Solution Strategies for Neural Combinatorial Optimization, February 2024
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.580040Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation eb74eebe-508e-49ba-9ec7-a31023630608 · outbound
This paper cites Pointerformer: Deep reinforced multi-pointer transformer for the traveling salesman problem.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Pointerformer: Deep reinforced multi-pointer transformer for the traveling salesman problem
Reference 22
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:24.281667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5e3870b1-1ed0-4d00-a647-6184e4fd30f1 · outbound
This paper cites Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.544001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3c82dcba-330e-40e3-bf34-416fb76c7e27 · outbound
This paper cites Scale-conditioned adaptation for large scale combinatorial optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Scale-conditioned adaptation for large scale combinatorial optimization
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.524100Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e1aeaebd-32c4-4c83-b40e-c01f4fe6d23d · outbound
This paper cites Attention, Learn to Solve Routing Problems! In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Attention, Learn to Solve Routing Problems! In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.501964Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 425126df-7855-45c7-bc1f-93aea7c6f037 · outbound
This paper cites Deep policy dynamic programming for vehicle routing problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Deep policy dynamic programming for vehicle routing problems
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.475007Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d6f83435-fe2e-4ecb-81d0-0ac80db21b9f · outbound
This paper cites an unresolved cited work.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Unresolved cited work
Reference 27
- Resolution
- malformed identifier
- raw_fallback, observed 2026-08-06T05:05:30.455679Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1c149ef4-6723-46f0-ac90-3d3c3f05edde · outbound
This paper cites POMO: Policy optimization with multiple optima for reinforcement learning.
On Distributional Dependent Performance of Classical and Neural Routing Solvers POMO: Policy optimization with multiple optima for reinforcement learning
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.434229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 807fd679-a235-4cb6-b2d9-5270bb0157a4 · outbound
This paper cites Matrix encoding networks for neural combinatorial optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Matrix encoding networks for neural combinatorial optimization
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.415872Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation abeec8db-d5a6-4a7d-8afb-fadf8f25a7eb · outbound
This paper cites Learning to delegate for large-scale vehicle routing.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Learning to delegate for large-scale vehicle routing
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.396544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 3844aef2-4480-42e7-be63-811d3861b8bc · outbound
This paper cites From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers From Distribution Learning in Training to Gradient Search in Testing for Combinatorial Optimization
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.378056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e041b9c0-73a9-4efe-b96b-ff420479ff93 · outbound
This paper cites Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Evaluating Curriculum Learning Strategies in Neural Combinatorial Optimization
Reference 32
- Resolution
- verified exact
- local_arxiv, observed 2026-08-06T05:05:27.333332Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 36d17696-0221-40ac-8f8e-c9ec6af2042d · outbound
This paper cites Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Neural Combinatorial Optimization with Heavy Decoder: Toward Large Scale Generalization
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:30.088140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f21093ff-0628-48ac-95f1-1c41b290b88f · outbound
This paper cites Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:29.861089Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 086e0755-2e91-4e92-9b87-cbe2bde3dccd · outbound
This paper cites an unresolved cited work.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:05:29.728195Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 37a4b4ba-6c6d-4f36-90ba-b581bcb3df5d · outbound
This paper cites Reinforce- ment learning for solving the vehicle routing problem.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Reinforce- ment learning for solving the vehicle routing problem
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:29.395940Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 39b53191-09da-4199-9885-a96d0817a453 · outbound
This paper cites DIFUSCO: Graph-based Diffusion Solvers for Combinato- rial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers DIFUSCO: Graph-based Diffusion Solvers for Combinato- rial Optimization
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:29.241161Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 76a92070-64db-4205-8181-56dae63c9f7a · outbound
This paper cites New benchmark instances for the capacitated vehicle routing problem.
On Distributional Dependent Performance of Classical and Neural Routing Solvers New benchmark instances for the capacitated vehicle routing problem
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:29.063300Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 90bdd152-ccea-4c51-a220-ba4929b99635 · outbound
This paper cites Hybrid genetic search for the cvrp: Open-source implementation and swap* neighborhood.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Hybrid genetic search for the cvrp: Open-source implementation and swap* neighborhood
Reference 39
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:25.575769Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 770869e7-190e-4662-9d92-1e8eb957e13a · outbound
This paper cites A hybrid genetic algorithm for multidepot and periodic vehicle routing problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers A hybrid genetic algorithm for multidepot and periodic vehicle routing problems
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.921331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 23bba655-d082-4951-b947-3c3ba996f950 · outbound
This paper cites Pointer Networks.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Pointer Networks
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.771377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d6be817e-265f-4419-9d8e-5c80851ad349 · outbound
This paper cites Multi-Decoder Attention Model with Em- bedding Glimpse for Solving Vehicle Routing Problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Multi-Decoder Attention Model with Em- bedding Glimpse for Solving Vehicle Routing Problems
Reference 42
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:25.847199Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aa15edb3-10b3-40be-b03f-45365babbab9 · outbound
This paper cites NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem.
On Distributional Dependent Performance of Classical and Neural Routing Solvers NeuroLKH: Combining Deep Learning Model with Lin-Kernighan-Helsgaun Heuristic for Solving the Traveling Salesman Problem
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.626323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 54dda5f8-eab1-46c6-9343-25d49b52f0d3 · outbound
This paper cites DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization.
On Distributional Dependent Performance of Classical and Neural Routing Solvers DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.461951Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation f391e17d-00b4-4d66-bfa3-b58f6e727f90 · outbound
This paper cites GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time.
On Distributional Dependent Performance of Classical and Neural Routing Solvers GLOP: Learning Global Partition and Local Construction for Solving Large-Scale Routing Problems in Real-Time
Reference 45
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:05:26.099817Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6e116309-59c9-4bfc-8615-d49178b5de2b · outbound
This paper cites It’s Not What Machines Can Learn, It’s What We Cannot Teach.
On Distributional Dependent Performance of Classical and Neural Routing Solvers It’s Not What Machines Can Learn, It’s What We Cannot Teach
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.323563Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation a29e13ca-a3a9-4def-864e-d20b153b06a3 · outbound
This paper cites Learning to solve travelling salesman problem with hardness-adaptive curriculum.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Learning to solve travelling salesman problem with hardness-adaptive curriculum
Reference 47
- Resolution
- verified exact
- doi, observed 2026-08-06T05:05:26.801213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2b2825f3-b489-45f7-9d94-bebf87c84b0b · outbound
This paper cites UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems, June 2024.
On Distributional Dependent Performance of Classical and Neural Routing Solvers UDC: A Unified Neural Divide-and-Conquer Framework for Large-Scale Combinatorial Optimization Problems, June 2024
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.189162Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9004efdc-d485-4bcf-b6ee-17f0a016a36e · outbound
This paper cites Towards omni-generalizable neural methods for vehicle routing problems.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Towards omni-generalizable neural methods for vehicle routing problems
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T05:05:28.014884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 431be518-ecbc-4e91-9410-c8c5d2ebe0d7 · outbound
This paper cites an unresolved cited work.
On Distributional Dependent Performance of Classical and Neural Routing Solvers Unresolved cited work
Reference 50
- Resolution
- unresolved
- raw_fallback, observed 2026-08-06T05:05:27.803570Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.