Paper Citation Record · LEDGER

Towards Federated RLHF with Aggregated Client Preference for LLMs

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2407.03038.

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

pith.paper-citation-record.v1
2407.03038 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T10:19:26.273132Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-01T22:16:15.730876Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation d9108ae4-9fec-4143-815d-6495d1fe664a · inbound

PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning cites this paper.

PEFT-as-an-Attack! Jailbreaking Language Models during Federated Parameter-Efficient Fine-Tuning Towards Federated RLHF with Aggregated Client Preference for LLMs

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-12T10:19:26.273132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6001f54-c19b-4cf4-ab5e-03d9808c8ae9 · inbound

FIRM: Federated In-client Regularized Multi-objective Alignment for Large Language Models cites this paper.

FIRM: Federated In-client Regularized Multi-objective Alignment for Large Language Models Towards Federated RLHF with Aggregated Client Preference for LLMs

Reference 1808

Resolution: unresolved; no resolver link, observed 2026-08-03T21:07:17.349368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6309e597-9c5c-4d51-8010-87cd29cec633 · inbound

Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences cites this paper.

Federated Variational Preference Alignment with Gumbel-Softmax Prior for Personalized User Preferences Towards Federated RLHF with Aggregated Client Preference for LLMs

Reference 31

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T23:22:46.656614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 459142cd-b2d5-4a0e-a95e-2e21fbdbdb06 · inbound

QSplitFL: Capability Aware Deep Q-Learning for Optimal Split Point Selection in Split Federated Learning cites this paper.

QSplitFL: Capability Aware Deep Q-Learning for Optimal Split Point Selection in Split Federated Learning Towards Federated RLHF with Aggregated Client Preference for LLMs

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-07-01T22:16:15.732249Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.