Paper Citation Record · LEDGER

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF

As of 12 August 2026, this Paper Citation Record lists 57 of 57 outbound references and 5 inbound Pith citation observations for arXiv:2412.15538.

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

pith.paper-citation-record.v1
2412.15538 v2

Coverage vector

measured 57 of 57 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:25:50.816304Z

measured 62 of 62 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T11:25:50.585448Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T13:09:51.295450Z

Reference resolution

57 of 57 outbound references displayed

verified exact3
verified fuzzy2
unresolved52
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2bd2eafe-9f48-4463-a584-66f7ed35b2b9 · outbound

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

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Flower: A Friendly Federated Learning Research Framework

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.530885Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cb42c7c-bb67-4c02-8705-f1c7d8e5589b · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.957292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 5aef570c-8c24-4cf7-b48d-9659f5c49644 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.941652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation bf746a22-4f8e-4ce1-80f6-12276ed5bfbb · outbound

This paper cites SUBER: An RL Environment with Simulated Human Behavior for Recommender Systems.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF SUBER: An RL Environment with Simulated Human Behavior for Recommender Systems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.549289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 48ab6b58-e11f-4179-bb06-91bb51ffc607 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.924824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 9dbfee4e-0e1d-454e-b5a7-7bdf3a75c108 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.908502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 20c86e83-377b-4625-aef7-9ace5df158c1 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.565495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2520645e-e089-4b6b-8ba1-efdbced05227 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.881417Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 38863e2f-2fb8-426f-96df-d19c9f1df316 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.864991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 83d1d0ff-52a9-41c0-879e-08b08243ff5c · outbound

This paper cites FedHQL: Federated Heterogeneous Q-Learning.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF FedHQL: Federated Heterogeneous Q-Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.579849Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3d67524-87d4-4f9b-b068-95f9f061eead · outbound

This paper cites FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.585448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34b476fb-2526-4152-9aa3-19e3540d9218 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.847898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e9f1aa9d-85d8-4ab0-9b6d-70e869ec2aeb · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.831576Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation da2cd6fa-b2b4-4fce-bd98-b31164f1695f · outbound

This paper cites FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF FedHPD: Heterogeneous Federated Reinforcement Learning via Policy Distillation

Reference 14

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:25:51.232401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 7b1b6e86-d98e-4622-94f6-4b4c107f89f7 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.815544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation efef991e-04f5-4f11-ab60-cff4269252b4 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.800355Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f6a36f27-f75e-480b-b162-3dbef90fcca4 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.784482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation fff95ea0-f052-4b15-b523-f693b7797393 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Adam: A Method for Stochastic Optimization

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.622155Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04b7b893-daea-49d6-ae26-40a38963acc5 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.627301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8032411-8d54-42b8-b83d-9a4929a3fc6c · outbound

This paper cites Personalized Language Modeling from Personalized Human Feedback.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Personalized Language Modeling from Personalized Human Feedback

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.632118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32702d4f-36c5-43e1-86b0-a9a02a641927 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.758963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2fdb8c33-e5da-4cda-9ad4-fe170737724a · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.743027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 52feda72-dee0-45cf-ad28-ef62993bdefb · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.726974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a0f8088d-d956-46e3-840a-9a4580dfdcd8 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.711000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation abeea350-cfcc-45be-ae5f-b70ad00730c2 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.656595Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37681ff8-b27c-4e7a-9e8d-a35dbe49b34b · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.684814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e6d7fffb-7a84-4628-9bbe-2d292634e125 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.668959Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 629c9245-f872-4aab-bd78-6f1bf01dccc9 · outbound

This paper cites RLHF from Heterogeneous Feedback via Personalization and Preference Aggregation.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF RLHF from Heterogeneous Feedback via Personalization and Preference Aggregation

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.671837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ef4847-c46f-4cdf-8d34-13c56dc92804 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.676953Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60733474-502b-4e6a-910c-8df473d1cf41 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.681727Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94f75267-9e67-4a8d-8bfc-82ea0fcfdcf1 · outbound

This paper cites Group Robust Preference Optimization in Reward-free RLHF.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Group Robust Preference Optimization in Reward-free RLHF

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.686275Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe529c74-fb72-4fd6-ae2e-1fd17ded0b13 · outbound

This paper cites DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.691226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7d9bf70-a5d9-4b38-9845-cfdf1a81f87b · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.696132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee61833d-d138-4698-b7ec-7f8d59d368ae · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.705996Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b85669e0-6c7f-432a-a05a-a98b6c3959ac · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.598124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 6946d04f-30aa-4256-86ee-bbbf712358fa · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.580209Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation e2648907-7fe3-4acd-a8fc-65a5f86ca4ad · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.562077Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation d707f525-649d-4c99-9dba-a247eaefdc60 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.543711Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 2d21fcf9-0769-4144-9466-175c7477dd89 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.734781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef675a22-8e91-4715-84ed-69be2ec26375 · outbound

This paper cites Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments

Reference 40

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:25:50.929368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation eda86128-04d8-419e-ab93-b4bfd7dc9808 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.499544Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f84a9d19-14d9-4464-8a6e-6a15790de045 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.464964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation f5e99041-02cf-4cb9-80f4-f0076da941b5 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.448836Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b8b7a418-f2e9-4de9-9416-9c96b2769a0f · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 44

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.432123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 3f66b8d9-f163-4f45-82d3-8d718b53bd15 · outbound

This paper cites IEEE IoT-J 7, 10 (2020), 9441–9455.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF IEEE IoT-J 7, 10 (2020), 9441–9455

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:25:51.482733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4ea8edf0-aee7-45ef-90c3-723df0a92de9 · outbound

This paper cites Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Byzantine-Robust Distributed Learning: Towards Optimal Statistical Rates

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.780006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33853be7-e539-4edd-87e8-448e89e5dcb4 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.412573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a9746924-df8c-4f86-acf3-c576de9860eb · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.394137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 55ae4137-d7cc-4a8c-8806-937afd989b87 · outbound

This paper cites Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Federated Offline Reinforcement Learning: Collaborative Single-Policy Coverage Suffices

Reference 49

Resolution: verified exact; local_arxiv, observed 2026-08-11T11:25:50.904300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation a7237dc8-6083-48b6-a208-46b70eaac729 · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 50

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.377984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 0096504f-0eb5-49d6-b0b6-1b95944de870 · outbound

This paper cites Fine-Tuning Language Models from Human Preferences.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Fine-Tuning Language Models from Human Preferences

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.795664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9630e40a-eead-418b-b4f0-23d2b9f8dafa · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.360634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation 4e192fa4-3b1b-4cfa-89c8-80229e1243bb · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.343152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation c4f5e86c-d265-4fef-bbfb-a7274554cba2 · outbound

This paper cites too high,.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF too high,

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-08-11T11:25:51.323696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation dd330408-5644-4ffb-9e9e-236745e1f28d · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 2015

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.629856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Observation b2df1c3e-8f71-4434-b1ca-d572a71b4bf3 · outbound

This paper cites Proximal Policy Optimization Algorithms.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Proximal Policy Optimization Algorithms

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-11T11:25:50.710887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62286be1-5cdc-4e9b-9ece-fba6662656cf · outbound

This paper cites an unresolved cited work.

FedRLHF: A Convergence-Guaranteed Federated Framework for Privacy-Preserving and Personalized RLHF Unresolved cited work

Reference 2020

Resolution: unresolved; raw_fallback, observed 2026-08-11T11:25:51.515127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.

Pith citing papers

Observation e3d67524-87d4-4f9b-b068-95f9f061eead · inbound