Paper Citation Record · LEDGER

Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2406.12335.

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

pith.paper-citation-record.v1
2406.12335 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T16:30:21.142737Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 2bfefc27-8541-4306-a996-1b5414522d1f · inbound

When Attention Sink Emerges in Language Models: An Empirical View cites this paper.

When Attention Sink Emerges in Language Models: An Empirical View Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:41:03.858029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ca64dddc-7569-4a60-a8b1-a22631a37805 · inbound

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training cites this paper.

When Precision Meets Position: BFloat16 Breaks Down RoPE in Long-Context Training Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T16:30:21.142737Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88d4850b-4452-45df-91fa-515eae97b1f6 · inbound

XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference cites this paper.

XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-11T20:18:18.448561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6f9099a9-fbee-462b-849f-c7d79f79ca8b · inbound

HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing cites this paper.

HashEvict: A Pre-Attention KV Cache Eviction Strategy using Locality-Sensitive Hashing Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-11T16:43:43.867561Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03a35b08-88be-4b7e-a73c-b936e9307193 · inbound

Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression cites this paper.

Semantic Integrity Matters: Benchmarking and Preserving High-Density Reasoning in KV Cache Compression Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-23T04:17:31.046864Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 130c4ab6-96f5-4c1c-a11f-e393be730b73 · inbound

Energy-Efficient Wireless LLM Inference via Uncertainty and Importance-Aware Speculative Decoding cites this paper.

Energy-Efficient Wireless LLM Inference via Uncertainty and Importance-Aware Speculative Decoding Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T19:31:39.031313Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0bd27a8f-571e-4d99-a1b7-0e8b00c26574 · inbound

GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction cites this paper.

GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T13:44:17.961261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66d5ed0b-5705-456e-abde-8c73c91eed56 · inbound

CompilerKV: Risk-Adaptive KV Compression via Offline Experience Compilation cites this paper.

CompilerKV: Risk-Adaptive KV Compression via Offline Experience Compilation Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-21T13:34:11.428238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 83963176-953c-407a-a91a-44700c8c3f10 · inbound

CompilerKV: Risk-Adaptive KV Compression via Offline Experience Compilation cites this paper.

CompilerKV: Risk-Adaptive KV Compression via Offline Experience Compilation Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-03T03:16:19.878214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9ad0beb-dae5-42ac-b109-6e6dd535fd72 · inbound

Stability Implies Redundancy: Delta Attention Selective Halting for Efficient Long-Context Prefilling cites this paper.

Stability Implies Redundancy: Delta Attention Selective Halting for Efficient Long-Context Prefilling Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-07-05T13:21:06.382705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f356c4e2-1a29-4d4c-b310-d30f9241bc0c · inbound

ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing cites this paper.

ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 9

Resolution: verified exact; arxiv_id, observed 2026-05-12T07:26:30.111098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5b2cf985-19a3-4ef8-aa5e-ece1f013ada2 · inbound

ART: Attention Run-time Termination for Efficient Large Language Model Decoding cites this paper.

ART: Attention Run-time Termination for Efficient Large Language Model Decoding Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T20:45:51.193966Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8290366f-6df3-4561-aeeb-45cd98bfcd93 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 57

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:46.672756Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da291d4a-d4ce-431d-ba01-2313ddc5b907 · inbound

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers cites this paper.

Contribution Weights: A Geometrical Analysis of Self-Attention Transformers Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 161

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:32:47.276950Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d64abe1e-c04d-4ccd-b828-ada98883c038 · inbound

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding cites this paper.

LOCKS: Page-Local Compact Key Summaries for Efficient Long-Context Decoding Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-31T11:49:11.652489Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 126021bf-1271-4442-a0ca-2f14caebe633 · inbound

Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models cites this paper.

Adaptive Two-Stage Visual Token Pruning for Efficient Inference in Video-Language Models Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-08T00:55:50.064934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.