Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:47:35.736530Z
Paper Citation Record · LEDGER
As of 8 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 0 inbound Pith citation observations for arXiv:2505.20972.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:47:35.736530Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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
43 of 43 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 2064ba12-8659-49c2-8569-44a6d3edb75f · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Gnn&gbdt-guided fast optimizing framework for large-scale integer programming
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 40a7855c-508c-40f3-88bb-0edbd83da2ff · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Neural network-based dimensionality reduction for large-scale binary optimization with millions of variables
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2b8ab720-4824-44d9-b4b4-a74f788d55fb · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs On the power of small-size graph neural networks for linear programming
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f9f341f9-45c7-47ea-aa22-b23a04687f0e · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Combinatorial optimization and reasoning with graph neural networks
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 31eb14b6-3ed1-482c-a981-d3ccfcc62f6f · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Combinatorial optimization with physics-inspired graph neural networks
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 55293212-ac6e-46a9-a4b6-15328ff88848 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs A deep learning framework for graph partitioning
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation b490f122-a1e4-4b7a-b73a-7a8d19529db9 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Graph clustering with graph neural networks
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d01a82ec-dfcb-4ccb-b7ba-f40bbe9b8e6b · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Controlling continuous relaxation for combinatorial optimization.Advances in Neural Information Processing Systems (NeurIPS), 37:47189–47216, 2024
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 04dbd8f0-8996-46bb-abe1-142b1cf88d47 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Learning to solve quadratic unconstrained binary optimization in a classification way
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 82afb103-78db-40dd-b8e5-f2c2a26edd82 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Neural graph matching network: Learning lawler’s quadratic assignment problem with extension to hypergraph and multiple-graph matching
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 28d7c10d-e4c3-4824-b2c7-6c24c97eb7c0 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Quantum bridge analytics i: a tutorial on formulating and using qubo models
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 22bf076b-445e-48de-85fc-b220d552f064 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Colorrl: reinforced coloring for end-to-end instance segmentation
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f0ddae25-3f86-4555-9c5f-43beaf8e2713 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs A graph coloring approach for image segmentation
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 765a5f90-6b37-4297-818f-8b39e64501e7 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Toward quantum gate-model heuristics for real-world planning problems
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c50b70f3-f717-4d84-92da-1f72eab88187 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Towards sustainable industry 4.0: A green real-time iiot multitask scheduling architecture for distributed 3d printing services
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74bfc5df-d157-4ddb-b7b2-3f8fb11dadb3 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs A study on course timetable scheduling using graph coloring approach
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d1786fc-bd8f-4164-a38d-148d91e572f4 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Coloring-based channel allocation for multiple coexisting wireless body area networks: A game-theoretic approach
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73816152-9024-4fc1-98c8-07fb2604ae0f · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Hypergraph- based interference avoidance resource management in customer-centric communication for intelligent cyber- physical transportation systems
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 16af1392-df0d-4fb0-999e-75099044d74e · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Uav-assisted emergency communica- tions in social iot: A dynamic hypergraph coloring approach
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c37abc7a-3777-4dc0-be05-473d07608a9b · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs A grover search-based algorithm for the list coloring problem
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f62d2466-5ade-4dc5-b5ab-0275384e5549 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Multilevel hypergraph partitioning: Applica- tion in vlsi domain
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bca8a654-317d-4204-a2fc-f0ad7c0dec7b · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Mapart: an efficient multi-fpga system-aware hypergraph partitioning framework
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 53d250d7-bec2-4605-a7cf-9c66c2faedab · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Stochastic shadow detection using a hypergraph partitioning approach
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 76a042ee-781c-4f34-b552-ed77b0721801 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs A novel adaptive hypergraph neural network for enhancing medical image segmentation
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09751a78-6a9e-4202-9dcc-fdafb4d0984e · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Social hash partitioner: a scalable distributed hypergraph partitioner
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2a338549-2917-4179-8392-fc0b28cd895b · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Hepart: A balanced hypergraph partitioning algorithm for big data applications
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 902b2082-a820-49f3-af06-d84c3c884ef1 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Automated distribution of quantum circuits via hypergraph partitioning
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation bf93a945-451d-4fdd-b9bc-498da78473cd · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Hyper-optimized tensor network contraction
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation e292c983-1f9f-4ccf-bab6-0089b1f7d100 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Regularizing Neural Networks by Penalizing Confident Output Distributions
Reference 29
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 08ae57f7-6909-4874-aaf9-dbf8ea29ab08 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs PySCIPOpt: Mathematical programming in python with the SCIP optimization suite
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7e867263-5659-4886-942b-d7fe573ef397 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Tabu search
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d3decd93-ed46-4793-909d-57f2a6604694 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Scalable high-quality hypergraph partitioning
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d2f1fed-2756-4ec0-a758-d9822e3fe6df · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Hgnn+: General hypergraph neural networks.IEEE Transactions on Pattern Analysis and Machine Intelligence, 45(3):3181–3199, 2022
Reference 33
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 729a90ee-8573-4a2a-9a96-06587ce7ade1 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Hypergraph neural networks
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d65e9dca-bdbe-41b1-a43e-b65ef32c4a71 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Inductive representation learning on large graphs
Reference 35
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3ba97d22-d932-4aff-8ae7-61c85e21c834 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Graph attention networks
Reference 36
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 421d2bc6-2f16-4751-925f-e85dd42c5005 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Contrastive learning network for unsupervised graph matching
Reference 37
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5c6baf28-8011-4a52-ad29-05f9edc94644 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Improving graph matching with positional reconstruction encoder-decoder network
Reference 38
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d86773f3-cc46-448a-b11e-a9012d40be6e · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Discrete cycle-consistency based unsupervised deep graph matching
Reference 39
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4b0a3c10-e3fe-450d-94e7-20ebe429644c · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Specpart: A supervised spectral framework for hypergraph partitioning solution improvement
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f402bb2d-1db6-4d42-9f3d-d94855357036 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs K-specpart: Supervised embedding algorithms and cut overlay for improved hypergraph partitioning
Reference 41
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47375259-df35-4c8f-b7b1-10aad1ba1ad8 · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Hypergraph partitioning with embeddings
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation c7e7a75b-c328-4154-970b-ce6e5e49ff8d · outbound
Deep k-grouping: An Unsupervised Learning Framework for Combinatorial Optimization on Graphs and Hypergraphs Unresolved cited work
Reference 43
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
No inbound Pith citation observations are available.