Paper Citation Record · LEDGER

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval

As of 8 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 0 inbound Pith citation observations for arXiv:2608.03228.

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

pith.paper-citation-record.v1
2608.03228 v2

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T00:54:42.773985Z

measured 24 of 24 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

24 of 24 outbound references displayed

verified exact0
verified fuzzy5
unresolved19
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6bbd50a1-7eb6-4d60-b85d-b979f7262458 · outbound

This paper cites Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.685386Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eca9ca53-05d3-48c5-9f4a-848a6d17b950 · outbound

This paper cites DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.690641Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4baf7a2-63fd-442c-ba6c-a225c61f16dc · outbound

This paper cites Palu: Compressing KV-Cache with Low-Rank Projection.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Palu: Compressing KV-Cache with Low-Rank Projection

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.694725Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b18b2de5-6f9b-416c-b110-01f658819c29 · outbound

This paper cites Eigen Attention: Attention in Low-Rank Space for KV Cache Compression.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Eigen Attention: Attention in Low-Rank Space for KV Cache Compression

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.699232Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9437c568-adbd-4aae-a0e7-bfa78d3487cb · outbound

This paper cites ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.703743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 595a4343-3b54-49d0-9cf4-d17b5d93ca37 · outbound

This paper cites LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval LoRC: Low-Rank Compression for LLMs KV Cache with a Progressive Compression Strategy

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.708127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1958a73-f174-45c5-b67b-e4aa968ededc · outbound

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

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.712770Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d9282e2-7c49-456f-967f-e3304a2e1eac · outbound

This paper cites KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.716534Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a983b77e-d9e5-4674-8d68-72ec60780d1a · outbound

This paper cites H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval H$_2$O: Heavy-Hitter Oracle for Efficient Generative Inference of Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.720504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e0685b5-c326-453c-916a-85f8ed204182 · outbound

This paper cites SnapKV: LLM Knows What You are Looking for Before Generation.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval SnapKV: LLM Knows What You are Looking for Before Generation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.724394Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc89042d-1942-49e9-9f35-cba5749ecbce · outbound

This paper cites Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.728067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5fa5116-3b8b-4b41-8ca3-cf37d4955f63 · outbound

This paper cites The approximation of one matrix by another of lower rank.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval The approximation of one matrix by another of lower rank

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:54:43.004913Z

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 18dc6695-7e48-4a7c-ac6c-94c503687e43 · outbound

This paper cites Relations between two sets of variates.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Relations between two sets of variates

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.735690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a41dda6b-6795-44d2-b1fe-227c8b22bcfd · outbound

This paper cites Reduced-rank regression for the multivariate linear model.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Reduced-rank regression for the multivariate linear model

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.739243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d2d85644-6d0d-47f6-a5e1-c8612e5af04a · outbound

This paper cites Weighted low-rank approximations.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Weighted low-rank approximations

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.742821Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98d3991c-6974-4d19-8a80-01ccf4970f68 · outbound

This paper cites Asymmetric LSH (ALSH) for sublinear time maximum inner product search.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Asymmetric LSH (ALSH) for sublinear time maximum inner product search

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.746361Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9914963c-6655-4c2c-9e91-552293a11e5a · outbound

This paper cites Accelerating large-scale inference with anisotropic vector quantization.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Accelerating large-scale inference with anisotropic vector quantization

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.749897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c91096e1-4a7e-4913-a68f-b4dcffee4825 · outbound

This paper cites Distribution of eigenvalues for some sets of random matrices.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Distribution of eigenvalues for some sets of random matrices

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:54:42.962044Z

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 a9411c80-4953-455f-b515-65afd7500ef0 · outbound

This paper cites Noise dressing of financial correlation matrices.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval Noise dressing of financial correlation matrices

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:54:42.951408Z

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 7e5e9c64-527c-45a4-afad-229a8fff3d3f · outbound

This paper cites A well-conditioned estimator for large-dimensional covariance matrices.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval A well-conditioned estimator for large-dimensional covariance matrices

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:54:42.940576Z

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 136adeae-2a00-4b03-9dfe-527879bc1f3e · outbound

This paper cites arXiv, 2026.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval arXiv, 2026

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.763655Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8604900-041a-47fe-bc4f-2ba37f329256 · outbound

This paper cites arXiv, 2026.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval arXiv, 2026

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.766993Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e7c1d99-389e-46c9-be6f-87eb38c3cb2e · outbound

This paper cites arXiv, 2026.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval arXiv, 2026

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-08T00:54:42.770672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81795d7a-5a5f-48c4-884e-b338e7c26da3 · outbound

This paper cites arXiv, 2026.

SAKI: Score-Aware Low-Rank Key Indexing with Random-Matrix Noise Correction for KV Retrieval arXiv, 2026

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T00:54:42.908720Z

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.

Pith citing papers

No inbound Pith citation observations are available.