Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-15T16:51:23.415820Z
Paper Citation Record · LEDGER
As of 15 August 2026, this Paper Citation Record lists 73 of 73 outbound references and 1 inbound Pith citation observation for arXiv:2508.20330.
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 2026-08-15T16:51:23.415820Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-05-10T12:01:08.000282Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-10T12:05:22.431996Z
73 of 73 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a42a8ee0-772e-43e9-932c-3c48b76ff2a2 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings write newline
Reference 1
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Observation 4629a9b2-009e-49d0-b1bc-e03d84f3c33a · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings strIPlib: Structured Integer Programming Library
Reference 2
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FORGE: Foundational Optimization Representations from Graph Embeddings Machine learning for combinatorial optimization: A methodological tour d’horizon
Reference 3
Source-reported events for the cited work
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Observation b89ea44b-2dc9-4021-b463-640a1a32606b · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Machine learning for combinatorial optimization: a methodological tour d’horizon
Reference 4
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Observation 8a3bf44b-4616-41f4-9a47-83324459937c · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Routefinder: Towards foundation models for vehicle routing problems
Reference 5
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FORGE: Foundational Optimization Representations from Graph Embeddings Routefinder: Towards foundation models for vehicle routing problems, 2025
Reference 6
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Observation 73fbc7c4-3405-4d45-8261-46f76882afae · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Towards a generic representation of combinatorial problems for learning-based approaches
Reference 7
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Observation ec8800ca-8084-4ad3-98bd-d5cd790f24fe · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Tackling prevalent conditions in unsupervised combinatorial optimization: Cardinality, minimum, covering, and more
Reference 8
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FORGE: Foundational Optimization Representations from Graph Embeddings Learning backdoors for mixed integer linear programs with contrastive learning
Reference 9
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FORGE: Foundational Optimization Representations from Graph Embeddings Balans: Multi-Armed Bandits-based Adaptive Large Neighborhood Search for Mixed-Integer Programming Problem
Reference 10
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Observation 52949bcc-93bc-49f1-af00-11a8747beca8 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Multi-task representation learning for mixed integer linear programming
Reference 11
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Observation 8ffa389c-4e6d-4e00-9147-c5e77a9cf112 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Balans: Multi-armed bandits-based adaptive large neighborhood search for mixed-integer programming problem
Reference 12
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Observation 539db3e8-d5fe-4ca1-a211-d79a7512b4bb · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings u rk, Taha Varol, Reyhan Aydo g an, and Okan \
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Observation 5755cc3b-a6ee-472a-a6c6-6d1587580e6c · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings On representing linear programs by graph neural networks
Reference 14
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Observation c4d4c07d-beef-44ce-b39d-cbe37f021c07 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Rethinking the capacity of graph neural networks for branching strategy
Reference 15
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Observation 82eefb1d-1771-4af3-b6cb-870b54c43699 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Augment with care: Contrastive learning for combinatorial problems
Reference 17
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Observation ec704bfb-f1e5-4841-b256-de38106adcad · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Towards Understanding Linear Word Analogies
Reference 18
Source-reported events for the cited work
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Observation 5b7532ad-01de-402b-ad88-bd0008331f70 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings A comprehensive evaluation of contemporary ml-based solvers for combinatorial optimization
Reference 19
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Observation b6440312-715a-497a-b32e-d5488802c7be · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Ferber, Jialin Song, Bistra Dilkina, and Yisong Yue
Reference 20
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FORGE: Foundational Optimization Representations from Graph Embeddings Network Design with Applications to Transportation and Logistics
Reference 21
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FORGE: Foundational Optimization Representations from Graph Embeddings Exact combinatorial optimization with graph convolutional neural networks
Reference 22
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FORGE: Foundational Optimization Representations from Graph Embeddings Deep learning in search heuristics
Reference 23
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Observation e539c79f-19fb-45b6-b4af-5df35e754bd5 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Christophel, Kati Jarck, Thorsten Koch, Jeff Linderoth, Marco L\"ubbecke, Hans D
Reference 24
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Observation 3d63fc1a-d0ea-4158-ad4a-90ea2e6eb95e · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Gurobi Optimizer Reference Manual , 2024
Reference 25
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Observation dc430b25-26c5-43aa-80c3-472305babc08 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Hamilton, Zhitao Ying, and Jure Leskovec
Reference 26
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Observation b5dbcc83-e6a7-46c8-9d32-12566990f11b · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings A gnn-guided predict-and-search framework for mixed-integer linear programming
Reference 27
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Observation cfebb4e9-1bde-4da7-9ac1-8ed3d1731fb4 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Learning to search in branch and bound algorithms
Reference 28
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Observation 4cdb51ff-b0b6-487e-8321-59dc073f3f30 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Learning to search in branch and bound algorithms
Reference 29
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Observation d73433ba-84f4-4cde-a2ae-0b70663f4901 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Automatic milp solver configuration by learning problem similarities
Reference 30
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Observation 0c669fc5-9fb3-45de-b2c3-349332a2984f · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Neural large neighborhood search for routing problems
Reference 31
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Observation 293c92a0-f987-4988-89b6-3a0c4b25c96b · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Ferber, Yuandong Tian, Bistra Dilkina, and Benoit Steiner
Reference 32
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Observation be9140d0-1167-4535-83c7-8367391cf61c · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Distributional MIPLIB: a Multi-Domain Library for Advancing ML-Guided MILP Methods
Reference 33
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Observation 3ade3dc5-d169-407a-9ef4-0c5c95582362 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings ISAC - instance-specific algorithm configuration
Reference 34
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Observation f75e95f4-7547-4d8d-ab27-4103217639c6 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Algorithm selection and scheduling
Reference 35
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Observation 69ef860a-d102-457f-aec4-dc8962c18f5e · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Incorporating variance in impact-based search
Reference 36
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FORGE: Foundational Optimization Representations from Graph Embeddings Non-model-based search guidance for set partitioning problems
Reference 37
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Observation bce42d3c-e1c1-45db-82cb-ec528f18c941 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Learning a reactive restart strategy to improve stochastic search
Reference 38
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Observation 80ddd002-2626-4c2a-a23b-91c621dc37e9 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Integrating optimized item selection with active learning for continuous exploration in recommender systems
Reference 39
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Observation 448f3542-6d59-4f5e-be08-6b1f0a8e7845 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Erdos goes neural: an unsupervised learning framework for combinatorial optimization on graphs
Reference 40
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FORGE: Foundational Optimization Representations from Graph Embeddings Configuring mixed-integer programming solvers for large-scale instances
Reference 41
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FORGE: Foundational Optimization Representations from Graph Embeddings Learning to branch in mixed integer programming
Reference 42
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FORGE: Foundational Optimization Representations from Graph Embeddings Khalil, Bistra Dilkina, George L
Reference 43
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FORGE: Foundational Optimization Representations from Graph Embeddings Autoregressive image generation using residual quantization
Reference 44
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Observation 3f839a6e-0cdf-429b-a3c9-ae8b162cb475 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Towards foundation models for mixed integer linear programming
Reference 45
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FORGE: Foundational Optimization Representations from Graph Embeddings Di Liberto, Serdar Kadioglu, Kevin Leo, and Yuri Malitsky
Reference 46
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Observation 5092d0c5-86fd-4a2e-9bf8-924c67c1c993 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings On learning and branching: a survey
Reference 47
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Observation 74d7077d-38c4-44ae-aa97-8f853077cb4c · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Attacking shortest paths by cutting edges
Reference 48
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FORGE: Foundational Optimization Representations from Graph Embeddings Solving Mixed Integer Programs Using Neural Networks
Reference 49
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FORGE: Foundational Optimization Representations from Graph Embeddings Learning to cut by looking ahead: Cutting plane selection via imitation learning
Reference 50
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Observation 70063ed1-c383-43c7-8cf1-c4e7483f3037 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings A diffusion model framework for unsupervised neural combinatorial optimization
Reference 51
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FORGE: Foundational Optimization Representations from Graph Embeddings Deep reinforcement learning for instance-specific algorithm configuration
Reference 52
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Observation b060aacc-3b80-4cd4-a706-ac0011f5dbd4 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Facenet: A unified embedding for face recognition and clustering
Reference 53
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FORGE: Foundational Optimization Representations from Graph Embeddings Accelerated discovery of set cover solutions via graph neural networks
Reference 54
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FORGE: Foundational Optimization Representations from Graph Embeddings A general large neighborhood search framework for solving integer linear programs
Reference 55
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FORGE: Foundational Optimization Representations from Graph Embeddings Mabwiser: A parallelizable contextual multi-armed bandit library for python
Reference 56
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FORGE: Foundational Optimization Representations from Graph Embeddings Reinforcement learning for integer programming: Learning to cut
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FORGE: Foundational Optimization Representations from Graph Embeddings One model, any CSP: graph neural networks as fast global search heuristics for constraint satisfaction
Reference 59
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FORGE: Foundational Optimization Representations from Graph Embeddings Neural discrete representation learning
Reference 60
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FORGE: Foundational Optimization Representations from Graph Embeddings Understanding how dimension reduction tools work: an empirical approach to deciphering t-sne, umap, trimap, and pacmap for data visualization
Reference 61
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FORGE: Foundational Optimization Representations from Graph Embeddings Learning large neighborhood search policy for integer programming
Reference 62
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Observation 142a4738-59e0-4d47-b563-69aa6711c80f · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Hoos, and Kevin Leyton-Brown
Reference 63
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FORGE: Foundational Optimization Representations from Graph Embeddings Vqgraph: Rethinking graph representation space for bridging gnns and mlps
Reference 64
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Observation 1b57b764-5975-41ad-9782-2eeae39a5128 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Are graph neural networks optimal approximation algorithms? Neural Information Processing Systems, 37: 0 73124--73181, 2024
Reference 65
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FORGE: Foundational Optimization Representations from Graph Embeddings ParBalans: Parallel Multi-Armed Bandits-based Adaptive Large Neighborhood Search
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FORGE: Foundational Optimization Representations from Graph Embeddings Vector-quantized image modeling with improved vqgan
Reference 67
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Observation 4c3354f6-ece2-4eef-8926-4e47c05c1882 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Soundstream: An end-to-end neural audio codec
Reference 68
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FORGE: Foundational Optimization Representations from Graph Embeddings A survey for solving mixed integer programming via machine learning
Reference 69
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FORGE: Foundational Optimization Representations from Graph Embeddings Towards omni-generalizable neural methods for vehicle routing problems
Reference 70
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Observation e71510ff-a2c6-47c1-a041-d0b070423403 · outbound
FORGE: Foundational Optimization Representations from Graph Embeddings Learning from labeled and unlabeled data with label propagation
Reference 71
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Reference 72
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FORGE: Foundational Optimization Representations from Graph Embeddings Unresolved cited work
Reference 73
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FORGE: Foundational Optimization Representations from Graph Embeddings GOAL: A Generalist Combinatorial Optimization Agent Learner
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Observation 30b4669a-ddf9-41a8-be6c-0aa97e44bab2 · inbound
Transfer Learning from Foundational Optimization Embeddings to Unsupervised SAT Representations FORGE: Foundational Optimization Representations from Graph Embeddings
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