Paper Citation Record · LEDGER

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache

As of 13 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2411.18077.

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

pith.paper-citation-record.v1
2411.18077 v3

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T11:37:07.697300Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T00:38:47.483457Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-20T20:59:01.556666Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation e7ad4eaf-d1d5-4d47-a479-334cd7017ad5 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.114579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 5af67f7f-5cea-4d68-bef3-4751fcbf1add · outbound

This paper cites LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.548481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 592c3a29-2acc-4656-848d-50800257f37c · outbound

This paper cites Reducing Transformer Key-Value Cache Size with Cross-Layer Attention.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Reducing Transformer Key-Value Cache Size with Cross-Layer Attention

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.553067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d456d26-f44c-45d2-870e-b89f54a6f0c5 · outbound

This paper cites PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.557293Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03199717-1dcd-425a-9376-503a74745195 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Fu, Stefano Ermon, Atri Rudra, and Christopher R \' e

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.561541Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 199d81b7-0328-4935-ada3-998fede18f89 · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.565472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8433fc1-ed3c-4e87-9e95-4dd9418229ce · outbound

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

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache GPTQ: Accurate Post-Training Quantization for Generative Pre-trained Transformers

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.570007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32394cf1-ad8c-4554-8e12-3cdc54a95116 · outbound

This paper cites Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Model Tells You What to Discard: Adaptive KV Cache Compression for LLMs

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.573793Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cf2ff58-02f5-4c4c-91b4-2c10cc73130d · outbound

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

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.577744Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6ce3c48-7d7e-4ca0-840a-3a7eb8132d43 · outbound

This paper cites Mistral 7B.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Mistral 7B

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.581390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95b0495f-cc05-4fd9-b454-a6d9643c4add · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.096814Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 904d9b76-48d9-40e5-8e95-fd183426b773 · outbound

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

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache SnapKV: LLM Knows What You are Looking for Before Generation

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.588847Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adbad6c2-b9d1-468a-b410-838668088066 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.592449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 39ffc95a-dca4-42ef-829d-d6bc784359bd · outbound

This paper cites MiniCache: KV Cache Compression in Depth Dimension for Large Language Models.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache MiniCache: KV Cache Compression in Depth Dimension for Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.595756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f7676d9-5061-4d50-a2a4-ea539a3a263e · outbound

This paper cites Multi-head or Single-head? An Empirical Comparison for Transformer Training.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Multi-head or Single-head? An Empirical Comparison for Transformer Training

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.599724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1734be7-5d10-467c-9a4d-755149e86b5a · outbound

This paper cites LLM-QAT: Data-Free Quantization Aware Training for Large Language Models.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache LLM-QAT: Data-Free Quantization Aware Training for Large Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.603254Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ae1c708-e961-4a3a-b887-930d580ce0d4 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.078454Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 1f830ab9-1b00-4ec0-95da-5b50c75c7476 · outbound

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

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache KIVI: A Tuning-Free Asymmetric 2bit Quantization for KV Cache

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.610637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e45af902-9bf3-44bc-bf9b-cd7f903b4e55 · outbound

This paper cites Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Dynamic Memory Compression: Retrofitting LLMs for Accelerated Inference

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.614689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a8b8127c-4618-4611-bc2b-9dbea5525753 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.067490Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 7057606f-fac1-4ad3-aeb0-15f972b7e1ae · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.622246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 57c805ba-a686-4df7-9460-27b12a7190c3 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.049427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 3fa7a7c7-6b28-4d72-bb1f-86ea6ca9b1c5 · outbound

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

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Quest: Query-Aware Sparsity for Efficient Long-Context LLM Inference

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.629296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd394d09-30f7-4f6c-bfe9-99f30fa42aff · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.037753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 80ae3419-7cf7-48bd-860e-22fbb5e45893 · outbound

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

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.636669Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3788dc32-33fe-4100-9964-5c88c6e2a9c1 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.026080Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 97a6cc9b-743d-4e2d-8581-1a9877b43c1f · outbound

This paper cites Do Large Language Model Benchmarks Test Reliability?.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Do Large Language Model Benchmarks Test Reliability?

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.644899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e18dec0-c176-4357-b125-3a597f77447c · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.014635Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 04249263-2fab-41bd-a950-dabe643a7754 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:08.003790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation c5ca8fff-152a-451d-aea9-2bebe4f1518c · outbound

This paper cites D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache D2O: Dynamic Discriminative Operations for Efficient Long-Context Inference of Large Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.655879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6564002-5de1-46ec-94b7-1698ddbae20a · outbound

This paper cites Retrieval Head Mechanistically Explains Long-Context Factuality.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Retrieval Head Mechanistically Explains Long-Context Factuality

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.659393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd0916af-31f0-4431-ac51-2fc67cc52b04 · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-12T11:37:07.992453Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 20e63b59-4d5b-4e35-bafc-1cbcebf0873c · outbound

This paper cites DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.666624Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6c22d63e-a693-4633-bfd8-eb0c8e03e13b · outbound

This paper cites Efficient Streaming Language Models with Attention Sinks.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Efficient Streaming Language Models with Attention Sinks

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.670319Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ced9945-c15e-4e04-939c-711b8dbb8902 · outbound

This paper cites PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.674267Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9d88fdc-0c2f-4b57-87f3-7a4dfaadb303 · outbound

This paper cites No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.678061Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7267b29a-8ed7-424e-b943-25a38825d5d3 · outbound

This paper cites $\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache $\infty$Bench: Extending Long Context Evaluation Beyond 100K Tokens

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.681788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9340b39b-65a6-4abf-adff-3f0066468f2c · outbound

This paper cites an unresolved cited work.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.685940Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 248e51a3-32a2-4a0c-b655-ab701a21bfa8 · outbound

This paper cites Barrett, Zhangyang Wang, and Beidi Chen.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache Barrett, Zhangyang Wang, and Beidi Chen

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.689428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f5e1f6-0042-405c-9339-19fa85f70aa3 · outbound

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MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.693059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b66d035f-d673-4e4c-92c0-6329e84a19c7 · outbound

This paper cites write newline.

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-12T11:37:07.697300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation b1956160-20f3-4901-b2c6-5b51d48b213a · inbound

A Survey on Large Language Model Acceleration based on KV Cache Management cites this paper.

A Survey on Large Language Model Acceleration based on KV Cache Management MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-11T00:38:47.483457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c752e517-becb-4267-8201-5ca35c10a045 · inbound

Minimal-Intervention KV Retention via Set-Conditioned Diversity cites this paper.

Minimal-Intervention KV Retention via Set-Conditioned Diversity MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-20T20:59:01.558729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation bbcf9321-28d6-400b-946f-c5dddb42a72e · inbound

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization cites this paper.

OSCAR: Offline Spectral Covariance-Aware Rotation for 2-bit KV Cache Quantization MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache

Reference 2

Resolution: metadata mismatch; arxiv_id, observed 2026-05-20T12:18:16.562435Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.