Paper Citation Record · LEDGER

Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

As of 5 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 16 inbound Pith citation observations for arXiv:2407.18003.

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

pith.paper-citation-record.v1
2407.18003 v4

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 2026-08-05T06:32:48.257954+00:00

measured 16 of 16 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T20:53:30.115688Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, 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

2
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5219d9de-e731-44a0-90d5-02d903ff308e · inbound

LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation cites this paper.

LightTransfer: Your Long-Context LLM is Secretly a Hybrid Model with Effortless Adaptation Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-05-23T18:33:19.467156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation d9d6c010-c1f2-4d1a-ad8e-4885cbdcba68 · inbound

Judge a Book by its Cover: Investigating Multi-Modal LLMs for Multi-Page Handwritten Document Transcription cites this paper.

Judge a Book by its Cover: Investigating Multi-Modal LLMs for Multi-Page Handwritten Document Transcription Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-23T02:25:19.420768Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation a6650d7d-366e-4a5c-96bd-68c48e7e7dc7 · inbound

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models cites this paper.

Stop Overthinking: A Survey on Efficient Reasoning for Large Language Models Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 156

Resolution: verified exact; arxiv_id, observed 2026-05-14T01:29:56.798694Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 64453fe3-4c28-4191-8b70-bc5a7136d4cb · inbound

EvolKV: Evolutionary KV Cache Compression for LLM Inference cites this paper.

EvolKV: Evolutionary KV Cache Compression for LLM Inference Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-04T20:53:30.115688Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb1b009-0208-437c-85a3-eaf280a9a3db · inbound

OjaKV: Context-Aware Online Low-Rank KV Cache Compression cites this paper.

OjaKV: Context-Aware Online Low-Rank KV Cache Compression Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-05-18T13:26:24.702813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation b21af5fd-a71a-4e57-a297-453a0d1f8cd8 · inbound

SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining cites this paper.

SnapMLA: Efficient Long-Context MLA Decoding via Hardware-Aware FP8 Quantized Pipelining Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-16T06:00:40.765255Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation ef827935-40c0-4108-87f3-cef628ce9116 · inbound

EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction cites this paper.

EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-05-15T01:09:36.990898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation f78f4f86-0f53-4092-a17d-fcd360ec2729 · inbound

Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward cites this paper.

Saliency-R1: Enforcing Interpretable and Faithful Vision-language Reasoning via Saliency-map Alignment Reward Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:20:47.770772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 842f3199-2da6-41b7-be1e-3e9db7153cfb · inbound

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression cites this paper.

TriAttention: Efficient Long Reasoning with Trigonometric KV Compression Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-10T22:20:49.203487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 5da7ee58-3e80-436a-8159-41aac99f4f6c · inbound

How Much Cache Does Reasoning Need? Depth-Cache Tradeoffs in KV-Compressed Transformers cites this paper.

How Much Cache Does Reasoning Need? Depth-Cache Tradeoffs in KV-Compressed Transformers Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 16

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T09:28:39.191396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 8dce6e59-b5f3-4860-ba32-eb1112d25229 · inbound

Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective cites this paper.

Rethinking KV Cache Eviction via a Unified Information-Theoretic Objective Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-05-09T01:54:34.032488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2b58e1d1-177a-4766-91d7-f114ac55f69b · inbound

On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference cites this paper.

On the (In-)Security of the Shuffling Defense in the Transformer Secure Inference Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 9

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T17:36:06.555949Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 2d31888f-da9b-495c-a3fa-7b03b3942266 · inbound

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost cites this paper.

Post Reasoning: Improving the Performance of Non-Thinking Models at No Cost Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 168

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T20:06:09.876717Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 7804a3b1-2b9e-4312-924b-2cf77aa08c07 · inbound

Agents Should Replace Narrow Predictive AI as the Orchestrator in 6G AI-RAN cites this paper.

Agents Should Replace Narrow Predictive AI as the Orchestrator in 6G AI-RAN Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-05-13T02:17:06.969873Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 444c5df5-e6c5-478e-b03c-62bc57f60cfa · inbound

FlowNar: Scalable Streaming Narration for Long-Form Videos cites this paper.

FlowNar: Scalable Streaming Narration for Long-Form Videos Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-06-28T19:12:34.742615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

Observation 95bdb966-0c58-4681-837b-d792a80376a8 · inbound

FastTPS: An Optimized Method for LLM Token Phase for AI accelerators cites this paper.

FastTPS: An Optimized Method for LLM Token Phase for AI accelerators Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption

Reference 40

Resolution: unresolved; no resolver link, observed 2026-07-14T06:16:09.070414Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.