Paper Citation Record · LEDGER

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 2 inbound Pith citation observations for arXiv:2506.09525.

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

pith.paper-citation-record.v1
2506.09525 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:52:56.572064Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T19:32:46.375189Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T13:05:24.643618Z

Reference resolution

44 of 44 outbound references displayed

verified exact1
verified fuzzy37
unresolved5
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2b118fb4-55e1-41fa-881f-45624d26c81b · outbound

This paper cites A survey on federated recommendation systems.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition A survey on federated recommendation systems

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.127668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e127e90f-9a55-484d-83a5-def9b146ff1c · outbound

This paper cites On-Device Recommender Systems: A Comprehensive Survey.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition On-Device Recommender Systems: A Comprehensive Survey

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:56.426602Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46976729-5e33-4e09-a346-0e093be0562a · outbound

This paper cites Personalized Recommendation Models in Federated Settings: A Survey.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Personalized Recommendation Models in Federated Settings: A Survey

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:52:56.710188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation eee1b22f-46b8-4b30-ab51-f262822878db · outbound

This paper cites Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Federated Collaborative Filtering for Privacy-Preserving Personalized Recommendation System

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:56.434985Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ebe4076-ce10-48cc-abee-40b0c6c7f2a9 · outbound

This paper cites Secure federated matrix factorization.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Secure federated matrix factorization

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.116641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4cfcbe21-2d75-4085-b5fd-fc4700656190 · outbound

This paper cites Federated neural collaborative filtering.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Federated neural collaborative filtering

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.105672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3bd8cb5e-b931-4598-889a-dd9b293c47e6 · outbound

This paper cites Lightfr: Lightweight federated recommendation with privacy-preserving matrix factorization.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Lightfr: Lightweight federated recommendation with privacy-preserving matrix factorization

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.094954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9571f3e3-b55e-460b-a68b-0d2d0108ab98 · outbound

This paper cites Dual personalization on federated recommendation.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Dual personalization on federated recommendation

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.083915Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 3d9f399f-bb76-4d3b-a328-c6b9c6d25fbd · outbound

This paper cites A tutorial of personalized federated recommender systems: Recent advances and future directions.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition A tutorial of personalized federated recommender systems: Recent advances and future directions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.074170Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 81f027ab-180e-4650-bf9b-0d8664201be7 · outbound

This paper cites Confree: Conflict-free client update aggregation for personalized federated learning.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Confree: Conflict-free client update aggregation for personalized federated learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.063791Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation f827ae1a-fde1-4bfc-834b-e162dac2dcd8 · outbound

This paper cites Personalized federated learning with inferred collaboration graphs.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Personalized federated learning with inferred collaboration graphs

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.053411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e95a0eed-9464-42d3-8251-3fb00bb7bb1c · outbound

This paper cites Gpfedrec: Graph-guided personalization for federated recommendation.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Gpfedrec: Graph-guided personalization for federated recommendation

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.043129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9e5ca33e-608b-463d-9d69-371cb41e23e1 · outbound

This paper cites Federated recommendation with additive person- alization.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Federated recommendation with additive person- alization

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.032681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cb1e1ad9-de07-43e2-94ff-785b5589744f · outbound

This paper cites Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Personalized federated learning with theoretical guarantees: A model-agnostic meta-learning approach

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.021285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation e5e559fd-0bf8-4580-afb2-eedcc281a962 · outbound

This paper cites Personalized federated learning with moreau envelopes.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Personalized federated learning with moreau envelopes

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:57.009062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 73122872-06f6-44a1-9d2a-10e9a276d472 · outbound

This paper cites Model-agnostic meta-learning for fast adapta- tion of deep networks.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Model-agnostic meta-learning for fast adapta- tion of deep networks

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.997062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 5ed9a0c9-7794-4f18-82d0-d8f0f3a5c0e6 · outbound

This paper cites Communication-efficient learning of deep networks from decentralized data.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Communication-efficient learning of deep networks from decentralized data

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.985717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 4cc3f303-0285-49c4-9ee4-8df8364d85b8 · outbound

This paper cites Personalized federated learning using hypernetworks.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Personalized federated learning using hypernetworks

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.975276Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 02300ad5-4724-479e-b905-4300c4242b3b · outbound

This paper cites Fedmd: Heterogenous federated learning via model distillation.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Fedmd: Heterogenous federated learning via model distillation

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.964597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 179ae982-7305-4642-ab85-3dfb3ce96527 · outbound

This paper cites Ensemble distillation for robust model fusion in federated learning.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Ensemble distillation for robust model fusion in federated learning

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.954542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ef0c5146-75f2-4e6b-a560-5aae566e6d4b · outbound

This paper cites Practical one-shot federated learning for cross-silo setting.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Practical one-shot federated learning for cross-silo setting

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.944561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation cf1b6eac-650e-409a-ae8c-ffd932429dc1 · outbound

This paper cites Ditto: Fair and robust federated learning through personalization.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Ditto: Fair and robust federated learning through personalization

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.933763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 66172d7b-662a-4cad-9897-eb17751e1e31 · outbound

This paper cites Exploiting shared representations for personalized federated learning.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Exploiting shared representations for personalized federated learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.923362Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6d7cb1cf-39d4-49cf-9a8b-f2fd340e865d · outbound

This paper cites Fedala: Adaptive local aggregation for personalized federated learning.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Fedala: Adaptive local aggregation for personalized federated learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.912875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 6380dd68-05b9-49f1-b7c7-d90d4e8a6e13 · outbound

This paper cites Fedphp: Federated personalization with inherited private models.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Fedphp: Federated personalization with inherited private models

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.901729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 49edb3e8-57a4-4662-bd1f-80d46a83de94 · outbound

This paper cites Adaptive Personalized Federated Learning.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Adaptive Personalized Federated Learning

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:56.511246Z

Source-reported events for the cited work

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Observation ce19ca14-a358-4118-8d2a-123d7d64b49b · outbound

This paper cites Matrix factorization techniques for recom- mender systems.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Matrix factorization techniques for recom- mender systems

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.890806Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8cab9338-c2c9-4b41-bca0-fd60536932fc · outbound

This paper cites Neural collaborative filtering.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Neural collaborative filtering

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:56.518625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf1e3458-081e-4e71-95f0-b9498c086c1d · outbound

This paper cites Lora: Low-rank adaptation of large language models.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Lora: Low-rank adaptation of large language models

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.873753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7f175833-0f9d-4353-bd6a-4913e42a8284 · outbound

This paper cites Towards efficient communication and secure federated recommendation system via low-rank training.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Towards efficient communication and secure federated recommendation system via low-rank training

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.863635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 90b1c646-d5de-471e-9873-f16cddcc6225 · outbound

This paper cites Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Beyond Similarity: Personalized Federated Recommendation with Composite Aggregation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T04:52:56.529077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 776aa44c-598d-4520-b48c-615195de5b2f · outbound

This paper cites Personalized federated collaborative filtering: A variational autoencoder approach.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Personalized federated collaborative filtering: A variational autoencoder approach

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.852947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation fd8c3884-fa5d-48b9-bdca-8eca53bab79c · outbound

This paper cites Fedloca: Low-rank coordinated adaptation with knowledge decoupling for federated recommendations.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Fedloca: Low-rank coordinated adaptation with knowledge decoupling for federated recommendations

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.842706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 874cc59f-3cb2-449a-b9f8-65609dcfeea9 · outbound

This paper cites A novel bayesian similarity measure for recommender systems.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition A novel bayesian similarity measure for recommender systems

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.831718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 28837a54-04fb-4a52-9195-044f6d1ad056 · outbound

This paper cites The movielens datasets: History and context.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition The movielens datasets: History and context

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.820611Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b47673d6-0b63-4c29-aa9f-cec2880586f4 · outbound

This paper cites Second workshop on information het- erogeneity and fusion in recommender systems (hetrec2011).

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Second workshop on information het- erogeneity and fusion in recommender systems (hetrec2011)

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.809756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 39d3f4b4-43ab-41aa-a35b-32f225b36c3b · outbound

This paper cites A generic coordinate descent framework for learning from implicit feedback.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition A generic coordinate descent framework for learning from implicit feedback

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.797120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36bd4d2f-1b33-4182-8e2d-ac22c16a024b · outbound

This paper cites Trirank: Review-aware explainable recommendation by modeling aspects.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Trirank: Review-aware explainable recommendation by modeling aspects

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.784581Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 16b91bd3-c1a4-4815-b085-f8c9892991db · outbound

This paper cites Lightgcn: Simplifying and powering graph convolution network for recommendation.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Lightgcn: Simplifying and powering graph convolution network for recommendation

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.773140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a7c39bcb-0fdd-420e-944e-cf5edeec0ca0 · outbound

This paper cites On the convergence of fedavg on non-iid data.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition On the convergence of fedavg on non-iid data

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.762244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 9dd2dda1-4c39-4356-835d-30102bd7e28d · outbound

This paper cites A federated graph neural network framework for privacy-preserving personalization.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition A federated graph neural network framework for privacy-preserving personalization

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.751810Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation a040a4b6-61a8-4aaa-b56d-6ad82666cb70 · outbound

This paper cites Calibrating noise to sensitivity in private data analysis.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Calibrating noise to sensitivity in private data analysis

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.741267Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 945f8196-316e-4a0b-803b-59e3738ad7de · outbound

This paper cites Guaranteeing local differential privacy on ultra-low-power systems.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition Guaranteeing local differential privacy on ultra-low-power systems

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:52:56.730665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation b2f963e9-8fb7-4cec-9259-f74c4f533782 · outbound

This paper cites ↑" denotes increased costs on FedMF, while.

Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition ↑" denotes increased costs on FedMF, while

Reference 44

Resolution: malformed identifier; raw_fallback, observed 2026-08-07T04:52:56.666930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Pith citing papers

Observation d4af53d7-1714-4ce1-85b4-1adadae8e039 · inbound

Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach cites this paper.

Breaking the Aggregation Bottleneck in Federated Recommendation: A Personalized Model Merging Approach Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T19:32:46.375189Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6087e544-dd8f-42d7-adc0-ab24cc8a693c · inbound

From Transfer to Collaboration: A Federated Framework for Cross-Market Sequential Recommendation cites this paper.

From Transfer to Collaboration: A Federated Framework for Cross-Market Sequential Recommendation Beyond Personalization: Federated Recommendation with Calibration via Low-rank Decomposition

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-10T13:05:24.645219Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.