Paper Citation Record · LEDGER

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data

As of 15 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2509.06444.

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

pith.paper-citation-record.v1
2509.06444 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:41:26.999069Z

measured 35 of 35 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-30T07:26:08.285592Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T07:34:21.913448Z

Reference resolution

34 of 34 outbound references displayed

verified exact3
verified fuzzy3
unresolved28
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 26a0cb6c-3679-436f-9682-2a0efe962558 · outbound

This paper cites GPT-4 Technical Report.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data GPT-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:24.577779Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2f01764-a7bf-416f-ae46-6572d5938a84 · outbound

This paper cites Accelerating Deep Learning Inference via Learned Caches.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Accelerating Deep Learning Inference via Learned Caches

Reference 2

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:41:28.021469Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 154bf04b-67f3-4a23-8773-7b730e855051 · outbound

This paper cites LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:24.787406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f4de3bc-d5b3-48da-8069-cbc1f5afd005 · outbound

This paper cites TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data TenSEAL: A Library for Encrypted Tensor Operations Using Homomorphic Encryption

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:24.943454Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08fab442-2f65-4810-b157-715efcf3c872 · outbound

This paper cites Flower: A Friendly Federated Learning Research Framework.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Flower: A Friendly Federated Learning Research Framework

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:25.077596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7db652cd-2af6-4bd1-a8a2-62442047a994 · outbound

This paper cites RAG-based Question Answering over Heterogeneous Data and Text.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data RAG-based Question Answering over Heterogeneous Data and Text

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:25.134863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d4c1201-89c7-48ef-994d-8c4963e8dcc7 · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:25.231615Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b61db6a8-4fbb-46c4-a83c-b21439ed4c34 · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.825821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0e5afd10-43f4-4649-aac3-5fc574e52fa7 · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.804673Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 75a93cf8-9a05-4727-ac8d-763eb7d2b0ac · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.779062Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 45edcb93-a2c8-46d8-a550-44b0a9a2c193 · outbound

This paper cites C.; Yeganova, L.; Wilbur, W.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data C.; Yeganova, L.; Wilbur, W

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:41:28.750562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e811de5e-1a94-4675-aec0-da6280734199 · outbound

This paper cites OpenTab: Advancing Large Language Models as Open-domain Table Reasoners.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data OpenTab: Advancing Large Language Models as Open-domain Table Reasoners

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:25.666891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1676818c-0116-42c1-86f8-61cf2550f62f · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.727414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ab4ee15c-003c-41b1-8689-b985a514fe13 · outbound

This paper cites H.; Ng, P.; Xu, P.; Zhu, H.; Wang, Z.; and Xiang, B.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data H.; Ng, P.; Xu, P.; Zhu, H.; Wang, Z.; and Xiang, B

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:41:28.699164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e8769889-f3b1-4e76-877e-9c568fc7eb9e · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:25.813163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ff5e846-c4a6-4212-b778-836f29c183b1 · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.672819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 95e2b818-9dc0-4ba4-bbf1-fef029b0666c · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.645501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1448e78a-f7f0-47e8-af76-11b1d9c906ad · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.623324Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation a0307029-14af-4616-af2e-6fa661d4148e · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.600692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 91c2f680-35ec-4f66-a883-5277af0d5a7a · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.581338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 0329c703-4ea7-41be-8c4d-d9860e8c989b · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:26.250043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation de6b666b-d159-4928-8ab3-d9353645740a · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.551726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2d806e69-a8c5-4ac0-b817-dbb4f0abe8a7 · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Gemma 2: Improving Open Language Models at a Practical Size

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:26.369337Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78f68358-cc24-49da-b69b-dab9d925a31a · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.533666Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 08557ff1-f5cd-4175-a50f-8931cd671122 · outbound

This paper cites Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Learning to Erase Private Knowledge from Multi-Documents for Retrieval-Augmented Large Language Models

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:41:27.426023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation cf5af545-7506-4615-a0e0-560c21a53887 · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.514506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation afc5f40a-d5cf-4482-aa3b-ad7f9efcd19b · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.497764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation d01af78b-d27d-4c0e-81f7-ba23792bab3a · outbound

This paper cites AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data AdaComp: Extractive Context Compression with Adaptive Predictor for Retrieval-Augmented Large Language Models

Reference 28

Resolution: verified exact; local_arxiv, observed 2026-08-04T23:41:27.273842Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ee065be2-9427-43a9-b3d8-2322fd617c2a · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.452984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation e4f2adfd-116d-4f72-a1f8-46a09c95c7c8 · outbound

This paper cites X.; Liu, J.; Ren, R.; and Wen, J.-R.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data X.; Liu, J.; Ren, R.; and Wen, J.-R

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T23:41:28.367218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ded7b782-6fc6-4654-9ac7-c038b2c83e8a · outbound

This paper cites PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data PMC-Patients: A Large-scale Dataset of Patient Summaries and Relations for Benchmarking Retrieval-based Clinical Decision Support Systems

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:26.842417Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9522b2cc-36db-4be3-8816-003c72fdd124 · outbound

This paper cites an unresolved cited work.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-04T23:41:28.181206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ed879d00-1061-46ae-8244-45f979bb5cf9 · outbound

This paper cites , " * write output.state after.block = add.period write newline.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data , " * write output.state after.block = add.period write newline

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:26.916125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df6070e4-9da8-4f32-92cb-0d8f0ab35068 · outbound

This paper cites write newline.

HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data write newline

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T23:41:26.999069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 192e2a7f-f72b-4cf7-9f5c-0a4eecb3b329 · inbound

As We May Search cites this paper.

As We May Search HyFedRAG: A Federated Retrieval-Augmented Generation Framework for Heterogeneous and Privacy-Sensitive Data

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-06-30T07:34:21.915246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.