Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-06-30T21:01:46.085848Z
Paper Citation Record · LEDGER
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution
As of 23 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2605.15138.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
27 of 27 outbound references displayed
- verified exact2
- verified fuzzy23
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 25e4910c-027d-4845-a669-eb4804c77a17 · outbound
This paper cites an unresolved cited work.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T18:14:04.357342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 07db5290-10bd-4ed0-8cc1-062fa9b4a461 · outbound
This paper cites Knowledge unlearning for mitigating privacy risks in language models.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Knowledge unlearning for mitigating privacy risks in language models
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.336065Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 06a025c6-9c7e-4b53-86aa-7c77d9e340a9 · outbound
This paper cites Catastrophic failure of LLM unlearning via quantization.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Catastrophic failure of LLM unlearning via quantization
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.339955Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 24760799-033c-4546-bcca-022a82569a25 · outbound
This paper cites Locating and editing factual associations in GPT.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Locating and editing factual associations in GPT
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.332228Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4f8ddb72-aaaa-433f-9f2d-eaecaaff9760 · outbound
This paper cites Toy models of superposition, 2022.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Toy models of superposition, 2022
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.330374Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 517765be-8ac8-4301-b947-02b0d6d9a504 · outbound
This paper cites Attribution patching outperforms automated circuit discovery.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Attribution patching outperforms automated circuit discovery
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.334158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation f2a42af2-2933-4a66-ae68-fec9bcbcb0df · outbound
This paper cites Have faith in faithfulness: Going beyond circuit overlap when finding model mechanisms.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Have faith in faithfulness: Going beyond circuit overlap when finding model mechanisms
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.338203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 87f054a2-b0f0-4236-a4b5-093edbce0199 · outbound
This paper cites Negative preference optimization: From catastrophic collapse to effective unlearning.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Negative preference optimization: From catastrophic collapse to effective unlearning
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.325153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4a635c8e-6dde-4064-8aad-b91c0f96d3e6 · outbound
This paper cites Simplicity prevails: Rethinking negative preference optimization for LLM unlearning.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Simplicity prevails: Rethinking negative preference optimization for LLM unlearning
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.326942Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 4e0bcf72-e53a-46bd-98d7-506d60a10fb5 · outbound
This paper cites Unified gradient-based machine unlearning with remain geometry enhancement.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Unified gradient-based machine unlearning with remain geometry enhancement
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.323355Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 7de92769-665e-4751-95a3-3afc8d9f7bb7 · outbound
This paper cites Shen, Xinchi Qiu, Meghdad Kurmanji, Alex Iacob, Lorenzo Sani, Yihong Chen, Nicola Cancedda, and Nicholas D.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Shen, Xinchi Qiu, Meghdad Kurmanji, Alex Iacob, Lorenzo Sani, Yihong Chen, Nicola Cancedda, and Nicholas D
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.328700Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 1a2cb6df-6357-41e4-9843-e0293c82132b · outbound
This paper cites Continual learning and private unlearning.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Continual learning and private unlearning
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.351861Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 6b5b1ac7-7ede-4bf1-9819-f99d5025fed4 · outbound
This paper cites Manning, and Chelsea Finn.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Manning, and Chelsea Finn
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.319062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d1ade688-4370-4975-9eb9-3bf6572fa1dd · outbound
This paper cites TOFU: A task of fictitious unlearning for LLMs.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution TOFU: A task of fictitious unlearning for LLMs
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.317323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 73163884-7c13-4473-88b7-f791624b0d2b · outbound
This paper cites Smith, and Chiyuan Zhang.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Smith, and Chiyuan Zhang
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.312275Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation d4cf70fc-9172-433f-adaf-10db1bf256c3 · outbound
This paper cites Mass-editing memory in a transformer.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Mass-editing memory in a transformer
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.310368Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 531cf99b-422f-489f-970b-958087864a97 · outbound
This paper cites $C$-$\Delta\Theta$: Circuit-Restricted Weight Arithmetic for Selective Refusal.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution $C$-$\Delta\Theta$: Circuit-Restricted Weight Arithmetic for Selective Refusal
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-07-09T02:20:28.526184Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 89b2604a-2a8a-42db-9f93-6b54a2d8475d · outbound
This paper cites Does localization inform unlearning? a rigorous examination of local parameter attribution for knowledge unlearning in language models.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Does localization inform unlearning? a rigorous examination of local parameter attribution for knowledge unlearning in language models
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.314496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation b3d8e179-6f1b-4226-b4fd-13d5ebe6959b · outbound
This paper cites Mechanistic unlearning: robust knowledge unlearning and editing via mechanistic localization.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Mechanistic unlearning: robust knowledge unlearning and editing via mechanistic localization
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.321390Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation e97b35e0-3bc1-4f6f-9c47-232dbc76500f · outbound
This paper cites Qlora: efficient finetuning of quantized llms.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Qlora: efficient finetuning of quantized llms
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.353807Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 79f5fa91-fee9-4d66-a12e-a5e2677750b4 · outbound
This paper cites Horn and Charles R.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Horn and Charles R
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.355580Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 55328ebc-76f3-4f31-a350-9b5598e6695d · outbound
This paper cites Unlearning isn’t deletion: Investigating reversibility of machine unlearning in LLMs, 2026.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Unlearning isn’t deletion: Investigating reversibility of machine unlearning in LLMs, 2026
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.343646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 5c666099-2e06-4477-95ee-5d56e8e78419 · outbound
This paper cites an unresolved cited work.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-07-07T18:14:04.345641Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 942522fa-aa07-41a2-952c-3f9c35bbeeff · outbound
This paper cites New insights and perspectives on the natural gradient method.J.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution New insights and perspectives on the natural gradient method.J
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.347863Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 185049f4-5dc9-4bed-8022-f7a462cb1027 · outbound
This paper cites Curran Associates Inc., Red Hook, NY , USA, 2019.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Curran Associates Inc., Red Hook, NY , USA, 2019
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.349943Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0b79737e-bee7-4596-a084-c843725f2adc · outbound
This paper cites Transformer feed-forward layers are key-value memories.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution Transformer feed-forward layers are key-value memories
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-07T18:14:04.341767Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Observation 0346082f-27a9-41a1-8c99-989c161f284d · outbound
This paper cites circuit dismantled.
Forgetting That Sticks: Quantization-Permanent Unlearning via Circuit Attribution circuit dismantled
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-06-30T21:05:04.050247Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.
Pith citing papers
No inbound Pith citation observations are available.