Paper Citation Record · LEDGER

KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 9 inbound Pith citation observations for arXiv:2305.06535.

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

pith.paper-citation-record.v1
2305.06535 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 9 of 9 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 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:33:33.339776Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-16T22:26:55.093600Z

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 11b6eb58-33a7-408e-a031-82494fab3c5c · inbound

TOFU: A Task of Fictitious Unlearning for LLMs cites this paper.

TOFU: A Task of Fictitious Unlearning for LLMs KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 39

Resolution: verified exact; arxiv_id, observed 2026-05-16T11:07:39.322764Z

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 baf1e9eb-59eb-4bfe-b1f9-e47809871b85 · inbound

Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning cites this paper.

Negative Preference Optimization: From Catastrophic Collapse to Effective Unlearning KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-16T22:26:55.096149Z

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 3af76b58-f89e-42d3-a650-ec41e7133e75 · inbound

LLM Unlearning Should Be Form-Independent cites this paper.

LLM Unlearning Should Be Form-Independent KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:33.339776Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f081c439-8270-4fbd-bb41-2cbd5e64565d · inbound

SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks cites this paper.

SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-07T04:33:17.015325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44f2363b-1af1-4026-adb0-4c781af1eced · inbound

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models cites this paper.

Lifting Data-Tracing Machine Unlearning to Knowledge-Tracing for Foundation Models KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T04:16:59.140903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b3a212-123a-4b24-bc8b-4abe7f8495a5 · inbound

The Space Complexity of Learning-Unlearning Algorithms cites this paper.

The Space Complexity of Learning-Unlearning Algorithms KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 103

Resolution: unresolved; no resolver link, observed 2026-08-07T00:53:52.877255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a9bf22d6-2da8-4362-9248-239444c8f69f · inbound

Automating Evaluation of Diffusion Model Unlearning with (Vision-) Language Model World Knowledge cites this paper.

Automating Evaluation of Diffusion Model Unlearning with (Vision-) Language Model World Knowledge KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T19:06:40.121759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01f61631-3dca-403b-af87-b6b97882fd9d · inbound

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning cites this paper.

Distribution Preference Optimization: A Fine-grained Perspective for LLM Unlearning KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T11:27:22.042626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 37edfbb1-eaa7-4f1a-bcd5-de577947930e · inbound

Representation-Guided Parameter-Efficient LLM Unlearning cites this paper.

Representation-Guided Parameter-Efficient LLM Unlearning KGA: A General Machine Unlearning Framework Based on Knowledge Gap Alignment

Reference 109

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T06:06:19.321766Z

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.