Paper Citation Record · LEDGER

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection

As of 8 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2601.12033.

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

pith.paper-citation-record.v1
2601.12033 v2

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-03T09:59:54.315135Z

measured 47 of 47 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T08:38:51.305783Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

46 of 46 outbound references displayed

verified exact4
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4ea122f8-5d66-4fcc-a5ad-c7813140505b · outbound

This paper cites HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection HarmLevelBench: Evaluating Harm-Level Compliance and the Impact of Quantization on Model Alignment

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:48.619365Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a533de3-8772-416e-8476-294702510aad · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:48.762503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 275c767d-c292-44e5-bdfb-4fb77b4dc89d · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:48.905721Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e9aaec69-b466-4565-b5a4-6d5e3e11a26f · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.009016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aaa60c27-d521-4a04-b121-bba2fcd19f94 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.207387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ecabd14c-7802-4456-b1d5-585e2a8fba68 · outbound

This paper cites LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection LLM.int8(): 8-bit Matrix Multiplication for Transformers at Scale

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.316725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac251906-21a9-4376-bd69-7303d59d0587 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-08-03T10:03:34.952864Z

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 cedde8f5-136d-455c-88c8-9f41d03bb132 · outbound

This paper cites GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.540814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1383c05b-0678-4522-a08c-a6cd3466cec5 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-03T10:03:34.668376Z

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 74f2b1d2-31b9-40d7-94ff-c0cb045bfa3d · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.720387Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b8a0c6e-009e-41b5-bcfa-a9af94c82fce · outbound

This paper cites Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, and Bo Li.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Bartoldson, Ajay Kumar Jaiswal, Kaidi Xu, Bhavya Kailkhura, Dan Hendrycks, Dawn Song, Zhangyang Wang, and Bo Li

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.825810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc59ebab-6010-403f-a459-210a61b87612 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:49.912817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fcca3aa-2386-4b0c-8ae7-f8d15ed3be90 · outbound

This paper cites A Survey on Hardware Accelerators for Large Language Models.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection A Survey on Hardware Accelerators for Large Language Models

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.101065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3820d1fe-f91f-428f-920e-d2f4b98dc854 · outbound

This paper cites Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Investigating the Impact of Quantization Methods on the Safety and Reliability of Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.242872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 40d070d4-7027-4a9a-80ae-d6af211abbdd · outbound

This paper cites Overcoming catastrophic forgetting in neural networks.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Overcoming catastrophic forgetting in neural networks

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.384339Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f6efb698-e265-4478-a94b-900829a13e1c · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 16

Resolution: verified exact; doi, observed 2026-08-03T10:03:34.441862Z

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 e7134d6f-d6e7-48f8-8c56-d21ec9fa118f · outbound

This paper cites Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Fine-Tuning, Quantization, and LLMs: Navigating Unintended Outcomes

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.683166Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2b645f82-2674-4062-bcbc-69c890099f88 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.795312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87880c45-4d06-4d39-affc-7e2301132b6b · outbound

This paper cites Hashimoto.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Hashimoto

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.907718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 286081e5-1968-48c1-bada-83efe0223fe7 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:50.999618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07a56a87-473e-498b-842d-6074d64e8b02 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-03T10:03:34.297575Z

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 aace7c93-98b3-4836-b829-a864f11f2e37 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:51.241520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d47d542-94f9-4480-9d5d-d67c9c0aca8f · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:51.372565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a821577b-ed21-41cf-af24-62c94600a9bf · outbound

This paper cites Forsyth, and Dan Hendrycks.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Forsyth, and Dan Hendrycks

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:51.572194Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e4b91b7-1c93-4c7b-8f8c-49675e9f80c8 · outbound

This paper cites FP8 Formats for Deep Learning.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection FP8 Formats for Deep Learning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:51.734596Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3ce8fff8-ac74-4269-b072-589b5cf26759 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:51.850740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e8a6fec-5bee-41ff-b0bc-b360b704d3c6 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:51.979323Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e5947e9-1a20-4864-a760-c7a5af8deaab · outbound

This paper cites MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection MBBQ: A Dataset for Cross-Lingual Comparison of Stereotypes in Generative LLMs

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.166642Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b9e1f81c-a7b8-4236-ae26-4125eaeb5b8c · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.309352Z

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Unavailable: canonical work link unavailable.

Observation fba7fc8b-cfd8-41a5-b796-3532674c226d · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.402804Z

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Unavailable: canonical work link unavailable.

Observation 8b4c5cc8-b0dc-496d-85db-47a63512fe7e · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.511415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ce2d83f-4d42-4946-9989-55664647b75b · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.637510Z

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Observation fc1f828b-4824-4dbf-8e20-c62eab45ad68 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.751571Z

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Unavailable: canonical work link unavailable.

Observation 57ba069c-5400-4f74-b235-7f60f3fa5ce9 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 34

Resolution: malformed identifier; no resolver link, observed 2026-08-03T09:59:52.868711Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb2fcf7e-5bce-4b76-a9cd-2af858b7defb · outbound

This paper cites Gemini: A Family of Highly Capable Multimodal Models.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Gemini: A Family of Highly Capable Multimodal Models

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:52.956894Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20eb2997-1c25-4cb9-b98b-e44c5178f83a · outbound

This paper cites The Llama 3 Herd of Models.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection The Llama 3 Herd of Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.029741Z

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Unavailable: canonical work link unavailable.

Observation 35eafeb7-5be3-4833-8ca1-4dd8192eafa3 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.112520Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e64740f3-ff1c-4e36-a531-b4e2ca778017 · outbound

This paper cites Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, and Bo Li.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Truong, Simran Arora, Mantas Mazeika, Dan Hendrycks, Zinan Lin, Yu Cheng, Sanmi Koyejo, Dawn Song, and Bo Li

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.212626Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59398ed0-c9eb-4a43-93d0-0b1da8ce9997 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.388080Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c8c769a-06d5-41c7-b19c-157896c5ebf5 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.526258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 30829f59-a37f-4dd5-ac39-51aadccb99af · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.638193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 282a5297-18f6-4c0b-b82e-b59c442ca9d7 · outbound

This paper cites Qwen2.5 Technical Report.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Qwen2.5 Technical Report

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.758616Z

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Unavailable: canonical work link unavailable.

Observation 6319adfa-71b9-4caf-a80b-ab3bbea150f1 · outbound

This paper cites an unresolved cited work.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:53.873838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03257666-dc14-4205-a948-79e9c2e9db56 · outbound

This paper cites Universal and Transferable Adversarial Attacks on Aligned Language Models.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection Universal and Transferable Adversarial Attacks on Aligned Language Models

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:54.002834Z

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Unavailable: canonical work link unavailable.

Observation 295aedec-cff1-459a-a1af-0a9f4e582330 · outbound

This paper cites online" 'onlinestring :=.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection online" 'onlinestring :=

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:54.164389Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5bb7f97e-9c60-4f79-a69b-351abb473a83 · outbound

This paper cites write newline.

Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection write newline

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-03T09:59:54.315135Z

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Unavailable: canonical work link unavailable.

Pith citing papers

Observation d0413ea5-8ce2-4693-b5c6-c7d99d714886 · inbound

QuantiBias: Benchmarking Quantization-Induced Bias in LLMs cites this paper.

QuantiBias: Benchmarking Quantization-Induced Bias in LLMs Preserving Fairness and Safety in Quantized LLMs Through Critical Weight Protection

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T08:38:51.305783Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.