Paper Citation Record · LEDGER

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 3 inbound Pith citation observations for arXiv:2506.07533.

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

pith.paper-citation-record.v1
2506.07533 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:37:52.831949Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-06-28T07:06:32.220604Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T07:06:44.760367Z

Reference resolution

41 of 41 outbound references displayed

verified exact0
verified fuzzy0
unresolved41
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malformed identifier0
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 93ef760f-9fe2-455e-bfb2-7cc69503ccb0 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.101344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00c1b072-33df-4c31-8784-c606e5bad556 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.093931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation cad4eba4-2e70-483a-86af-74d99a9302d8 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.086525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ff7b7b0d-b588-4130-bf45-8099c29fedc2 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.079284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0cc57ba-1a11-44bc-81c1-d6d6084505d2 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.739085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9d270926-113e-4682-8a45-974699604732 · outbound

This paper cites The Llama 3 Herd of Models.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.741766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11cae4a9-7209-4517-a833-125d20dfee12 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.744828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58e4bff1-2dd4-414c-9faa-12c37e7358e2 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.064517Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1a19405e-cd93-4e6e-a6cb-9cb971805fcc · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.057502Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 62b3619a-8255-4aad-a1c8-50cf07bc25a0 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.049905Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1b096e79-904e-4e7a-9c35-dab5e3ecdf9f · outbound

This paper cites FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts FastDecode: High-Throughput GPU-Efficient LLM Serving using Heterogeneous Pipelines

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.754758Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8eaa42d7-0799-46b7-b4f1-a8016b6bfc54 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.757583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70738aa0-3e22-43c7-b94d-a7b9c39670f9 · outbound

This paper cites Mistral 7B.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Mistral 7B

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.759987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fa381d1-f621-471f-bd56-2dd8f5858f38 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.038373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 33383077-b0d1-46c5-a5dc-d23f0f20442a · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.031098Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 24978516-5df3-4c95-b05e-6100d9279c55 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.767321Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 471a6197-9f0c-4740-b8f7-e7daa127c0f8 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.020173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 391055aa-87be-4d0e-a8ab-a3c80408998e · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.011936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 69fc9aba-5171-4328-8028-6c167f724b79 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:53.004184Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fbcfab01-79d6-4a7c-b889-80c989f83034 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.996040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation be14830c-359a-4c1a-89ec-ff7a6c519f25 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.988534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1ea7fddc-0f24-4453-93ed-d2c6a9d2e76f · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.980782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3c4f9fe3-4537-4d32-af70-8a79c5127e2f · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.973484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbfdb19f-daaf-43af-b8c1-5dbaab7ca91b · outbound

This paper cites Faster Causal Attention Over Large Sequences Through Sparse Flash Attention.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Faster Causal Attention Over Large Sequences Through Sparse Flash Attention

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.787126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f653f2a2-fb66-4252-9dde-b75c79ef059a · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.965936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 193f9b5b-60dc-402d-9cac-c2b29da981d9 · outbound

This paper cites MADLLM: Multivariate Anomaly Detection via Pre-trained LLMs.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts MADLLM: Multivariate Anomaly Detection via Pre-trained LLMs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.792294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 35f25e79-6c45-4749-a952-90cca57ef983 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.958128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 300f7af0-503a-407a-8bd8-a0b576c0ad48 · outbound

This paper cites Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.797726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f99d2bfa-44fc-4718-9bcd-42802985e054 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts LLaMA: Open and Efficient Foundation Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.800505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80714b5a-a09a-423f-977f-ce829752f20b · outbound

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

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.803173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ec93e94-a880-4197-bd4c-a5ffe10393f7 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.805537Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation feb5f522-870d-4ed0-a219-fdf23f4847e2 · outbound

This paper cites PowerInfer-2: Fast Large Language Model Inference on a Smartphone.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts PowerInfer-2: Fast Large Language Model Inference on a Smartphone

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.808116Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edbfd869-51d3-4373-a409-88549bb739b6 · outbound

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

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.810890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dabcf591-c317-44d8-805c-5be471d6d578 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.813698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb1188af-ed16-4d39-b644-994bcfb1a400 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.942824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2da58a12-dbd8-46a8-8a91-4fca6f72382b · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 36

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.935733Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d6ba924a-3ae2-4abe-8cfd-a5028b7e80e3 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T05:37:52.927800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ec05a50f-2d00-48a0-9a0a-d4c08bd40119 · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.824237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5e5aa577-2ea5-4556-9901-5379ceb2738a · outbound

This paper cites an unresolved cited work.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.826625Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87fac50a-0b1e-4fb8-a603-688c0dc16a9b · outbound

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MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts online" 'onlinestring :=

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.829127Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 874692fc-bb50-47bc-9e4e-424041ea12d6 · outbound

This paper cites write newline.

MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts write newline

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T05:37:52.831949Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation f73211dc-0b3b-4b67-9f8b-08170c1576cf · inbound

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers cites this paper.

LayerScope: Predictive Cross-Layer Scheduling for Efficient Multi-Batch MoE Inference on Legacy Servers MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:41:22.811448Z

Source-reported events for the cited work

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Observation f42a5624-500e-456e-945c-895ae92cf14b · inbound

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation cites this paper.

LBLLM: Lightweight Binarization of Large Language Models via Three-Stage Distillation MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts

Reference 95

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:46:04.826877Z

Source-reported events for the cited work

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Observation 3319422f-3338-450e-8a37-083fda5a5ae0 · inbound

AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization cites this paper.

AlphaQ: Calibration-Free Bit Allocation for Mixture-of-Experts Quantization MoQAE: Mixed-Precision Quantization for Long-Context LLM Inference via Mixture of Quantization-Aware Experts

Reference 21

Resolution: metadata mismatch; arxiv_id, observed 2026-07-02T07:06:44.762157Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.