Paper Citation Record · LEDGER

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models

As of 22 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2602.23200.

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

pith.paper-citation-record.v1
2602.23200 v2

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-22T11:08:18.802098Z

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-21T05:45:42.295527Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-21T05:49:41.102953Z

Reference resolution

15 of 15 outbound references displayed

verified exact5
verified fuzzy3
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 24453ac2-98e2-4080-a071-83064b587841 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Training Verifiers to Solve Math Word Problems

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T11:11:27.207748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a35bcf98-9546-4e5f-ac1d-1f75f3fc5617 · outbound

This paper cites Duanmu, Z.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Duanmu, Z

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T11:11:27.823771Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a2b5bbb0-61ef-4d8f-a78d-434ab5852146 · outbound

This paper cites an unresolved cited work.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-05-22T11:11:27.820500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation f568608e-8b9c-44b0-b63a-41b5a586a963 · outbound

This paper cites He, B., Yin, L., Zhen, H.-L., Liu, S., Wu, H., Zhang, X., Yuan, M., and Ma, C.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models He, B., Yin, L., Zhen, H.-L., Liu, S., Wu, H., Zhang, X., Yuan, M., and Ma, C

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:11:27.410914Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 5d7866d4-0f50-4652-a7af-8fbea52b2616 · outbound

This paper cites The Llama 3 Herd of Models.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models The Llama 3 Herd of Models

Reference 5

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T11:11:27.223217Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 375895ae-181e-45f8-a756-36c03e7b6fd2 · outbound

This paper cites Hooper, S.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Hooper, S

Reference 6

Resolution: verified exact; doi, observed 2026-05-22T11:11:27.230148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c68e95a-e6a1-4da9-8b4d-27804e642fdc · outbound

This paper cites an unresolved cited work.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-05-22T11:11:27.835575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6be08cf9-4905-40b9-97f2-4228f8b65a91 · outbound

This paper cites an unresolved cited work.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-05-22T11:11:27.829564Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation c969a104-5424-4b8d-bfe1-e951e5b12e3f · outbound

This paper cites Minicache: Kv cache compression in depth dimension for large language models.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Minicache: Kv cache compression in depth dimension for large language models

Reference 9

Resolution: verified exact; doi, observed 2026-05-22T11:11:27.226589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 22504581-165f-406d-97c2-662792667288 · outbound

This paper cites KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Reference 10

Resolution: verified exact; local_arxiv, observed 2026-05-22T11:11:27.235425Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 7f67dbc7-3bff-429b-aa6a-f741ceb0d8da · outbound

This paper cites an unresolved cited work.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-05-22T11:11:27.838440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 497ce4e7-0c9b-4d5b-adc4-80930e770342 · outbound

This paper cites Sanovar, S.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Sanovar, S

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T11:11:27.826629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 6dc23691-0a07-49aa-a994-8f521d175950 · outbound

This paper cites Su and K.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Su and K

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-22T11:11:27.832532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 2386a0b3-2f29-4721-a85f-e3da57887fa5 · outbound

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

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 14

Resolution: metadata mismatch; local_arxiv, observed 2026-05-22T11:11:27.212718Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 55eca5c1-86d4-4cae-afc1-24a1fc834494 · outbound

This paper cites SQuat: Subspace-orthogonal KV Cache Quantization.

InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models SQuat: Subspace-orthogonal KV Cache Quantization

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-22T11:11:27.217969Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

Observation a76ce9c5-ed83-423e-97a2-5b6a268f2355 · inbound

Attention Sinks and Outliers in Attention Residuals cites this paper.

Attention Sinks and Outliers in Attention Residuals InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:03:28.708618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 8680b66d-eaf9-4558-915f-3fdc45761f1b · inbound

Runtime-Certified Bounded-Error Quantized Attention cites this paper.

Runtime-Certified Bounded-Error Quantized Attention InnerQ: Hardware-Aware Tuning-Free Quantization of KV Cache for Large Language Models

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-22T02:03:28.708618Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.