Paper Citation Record · LEDGER

SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2410.07471.

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

pith.paper-citation-record.v1
2410.07471 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-09T17:37:39.612801Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-30T14:24:45.332481Z

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 7275abcd-f4de-43e7-83db-8c10ef0e5c11 · inbound

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey cites this paper.

Harmful Fine-tuning Attacks and Defenses for Large Language Models: A Survey SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 133

Resolution: verified exact; arxiv_id, observed 2026-05-23T20:58:26.170553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation c1a338de-b2c4-4f79-8bcc-dacded386d85 · inbound

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense cites this paper.

Activation Approximations Can Incur Safety Vulnerabilities Even in Aligned LLMs: Comprehensive Analysis and Defense SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-09T17:37:39.612801Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87d64818-9479-4c83-90b0-27a461b530fd · inbound

Bayesian Optimization for Enhanced Language Models: Optimizing Acquisition Functions cites this paper.

Bayesian Optimization for Enhanced Language Models: Optimizing Acquisition Functions SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-07T15:02:26.254481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 16b09828-5709-4ff6-809e-5507540bf408 · inbound

A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives cites this paper.

A Survey on Open Dataset Search in the LLM Era: Retrospectives and Perspectives SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 125

Resolution: unresolved; no resolver link, observed 2026-08-05T13:20:39.205446Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a596660d-a762-45e5-b50d-ae0096d1f69e · inbound

BLISS: A Lightweight Bilevel Influence Scoring Method for Data Selection in Language Model Pretraining cites this paper.

BLISS: A Lightweight Bilevel Influence Scoring Method for Data Selection in Language Model Pretraining SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-04T11:16:14.039965Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9f86f6e-5f4d-46fb-ba25-ad36132b4ba2 · inbound

DeFrame: Debiasing Large Language Models Against Framing Effects cites this paper.

DeFrame: Debiasing Large Language Models Against Framing Effects SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T04:43:47.723781Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2732c463-25b2-4068-ab58-de63cb473dff · inbound

BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization cites this paper.

BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:56:26.567368Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 16e9ed94-657f-4d5a-8053-8c269f4a0d54 · inbound

BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization cites this paper.

BROS: Bias-Corrected Randomized Subspaces for Memory-Efficient Single-Loop Bilevel Optimization SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 50

Resolution: verified exact; arxiv_id, observed 2026-05-13T06:22:23.301603Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 4b751511-83a1-4d16-9a28-2fccc9a9725b · inbound

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection cites this paper.

Activation Steering for Synthetic Data Generation: The Role of Diversity in Downstream Safety Detection SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-29T14:03:29.919628Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 8877987c-499c-47da-9a91-d4d53e353470 · inbound

Defending Against Harmful Supervision Hidden in Benign Samples cites this paper.

Defending Against Harmful Supervision Hidden in Benign Samples SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-06-30T14:24:45.334094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 1afe0c41-c404-4149-a608-24e38babf7c9 · inbound

Sharper Analysis of Single-Loop Methods for Bilevel Optimization cites this paper.

Sharper Analysis of Single-Loop Methods for Bilevel Optimization SEAL: Safety-enhanced Aligned LLM Fine-tuning via Bilevel Data Selection

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-14T13:04:23.482075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.