Paper Citation Record · LEDGER

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning

As of 9 August 2026, this Paper Citation Record lists 22 of 22 outbound references and 0 inbound Pith citation observations for arXiv:2505.20648.

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

pith.paper-citation-record.v1
2505.20648 v1

Coverage vector

measured 22 of 22 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T13:57:26.596185Z

measured 22 of 22 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+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

22 of 22 outbound references displayed

verified exact3
verified fuzzy12
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd4f1b77-e887-4672-8483-75d90b811057 · outbound

This paper cites K-means V oronoi Jura 0.928 0.922 0.928 0.923 0.925 0.935 SARCOS 0.884 0.883 0.881 0.888 0.877 0.949 B.5.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning K-means V oronoi Jura 0.928 0.922 0.928 0.923 0.925 0.935 SARCOS 0.884 0.883 0.881 0.888 0.877 0.949 B.5

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:27.330251Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec18bc58-34cb-4c09-b8cd-51f905c5547e · outbound

This paper cites and Grabocka, J.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning and Grabocka, J

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:28.644601Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 97deef1d-4a41-4c37-ba16-05b1a3d30153 · outbound

This paper cites an unresolved cited work.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-07T13:57:28.452783Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fad45e7b-ee81-4fee-8428-5f3f4db46b37 · outbound

This paper cites MLAE: Masked LoRA Experts for Visual Parameter-Efficient Fine-Tuning.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning MLAE: Masked LoRA Experts for Visual Parameter-Efficient Fine-Tuning

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:25.875942Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dedadf89-3c84-4d8d-90e9-b9cb71deee68 · outbound

This paper cites an unresolved cited work.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-07T13:57:26.780814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2689b8c6-cdc2-4bcd-8c92-754d0ea7d9b7 · outbound

This paper cites Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Fashion-MNIST: a Novel Image Dataset for Benchmarking Machine Learning Algorithms

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:26.110243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70a884ed-19d7-4f8d-a027-80db9f04a288 · outbound

This paper cites The hypervolume indicator revisited: On the design of pareto-compliant in- dicators via weighted integration.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning The hypervolume indicator revisited: On the design of pareto-compliant in- dicators via weighted integration

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:27.962679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fafac3cc-8390-4da2-9f9f-4d5c01171253 · outbound

This paper cites the friend of my enemy is my enemy.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning the friend of my enemy is my enemy

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:27.545338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 13043d28-31bb-415b-81f2-012ef61a387f · outbound

This paper cites Aspect-based sentiment analysis of drug reviews applying cross-domain and cross-data learning.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Aspect-based sentiment analysis of drug reviews applying cross-domain and cross-data learning

Reference 1997

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:29.739903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 346fe719-c304-4835-aac6-a09f6c85a596 · outbound

This paper cites Benchmarking data heterogeneity evaluation approaches for personalized federated learning.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Benchmarking data heterogeneity evaluation approaches for personalized federated learning

Reference 1998

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:29.334513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20d23f99-277b-434a-818a-e760cfeba9cf · outbound

This paper cites Wang, H., Deutz, A., B ¨ack, T., and Emmerich, M.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Wang, H., Deutz, A., B ¨ack, T., and Emmerich, M

Reference 2000

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:28.206886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 41deda46-3ea1-49a3-aa1b-d55560f86590 · outbound

This paper cites Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Multi-Objective Learning to Predict Pareto Fronts Using Hypervolume Maximization

Reference 2002

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:25.043784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42745dd9-4a8a-4f92-9e87-6c49a4ad7a8b · outbound

This paper cites Self-Evolutionary Optimization for Pareto Front Learning.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Self-Evolutionary Optimization for Pareto Front Learning

Reference 2004

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:57:27.116252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ac3fed1b-00b5-4e8d-9e59-069972a4c501 · outbound

This paper cites Theoretical Analysis.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Theoretical Analysis

Reference 2007

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:27.758969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe6e58b4-4962-4846-9200-5eaf5815b145 · outbound

This paper cites Crafting papers on machine learning.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Crafting papers on machine learning

Reference 2009

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:25.298043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a95111a-2589-4c92-9936-e2a50a40a64a · outbound

This paper cites and Impedovo, D.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning and Impedovo, D

Reference 2016

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:28.837926Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e4a81668-fa82-4fed-beae-7edf07694e2f · outbound

This paper cites Learning the Pareto Front with Hypernetworks.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Learning the Pareto Front with Hypernetworks

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:25.405606Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e96dca66-16a4-4614-b230-48456b3333a2 · outbound

This paper cites Enhancing causal discovery in federated settings with limited local samples.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Enhancing causal discovery in federated settings with limited local samples

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:29.544355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0c323f2c-ef6e-4beb-b52d-1067371c7ef1 · outbound

This paper cites V oronoi- based estimation of distribution algorithm for multi- objective optimization.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning V oronoi- based estimation of distribution algorithm for multi- objective optimization

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:29.089560Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 096e319b-ac00-4c8a-a526-96dd96b8fdfd · outbound

This paper cites doi: 10.1561/2200000083.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning doi: 10.1561/2200000083

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-07T13:57:25.242899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1557ab04-9368-4a2b-b0af-32a737427dd2 · outbound

This paper cites Personalized Federated Learning via Learning Dynamic Graphs.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Personalized Federated Learning via Learning Dynamic Graphs

Reference 2023

Resolution: verified exact; local_arxiv, observed 2026-08-07T13:57:26.935430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1a8e501-c2f2-4967-bc9e-113c86d46f07 · outbound

This paper cites Exploiting shared representations for personalized feder- ated learning.

Voronoi-grid-based Pareto Front Learning and Its Application to Collaborative Federated Learning Exploiting shared representations for personalized feder- ated learning

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T13:57:29.847683Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

No inbound Pith citation observations are available.