Paper Citation Record · LEDGER

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model?

As of 18 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 1 inbound Pith citation observation for arXiv:2509.07727.

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

pith.paper-citation-record.v1
2509.07727 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T21:51:06.752017Z

measured 46 of 46 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-07T11:05:54.779407Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-12T09:26:25.173211Z

Reference resolution

45 of 45 outbound references displayed

verified exact2
verified fuzzy1
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation f5a012c4-b4bf-427b-adbe-19ee8c868915 · outbound

This paper cites Phi-4 Technical Report.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:03.522231Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b44969ec-9340-40b3-8133-fd0ff2f04903 · outbound

This paper cites GPT-4 Technical Report.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? GPT-4 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:03.590265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 323cd3a9-69d2-4879-9af2-5fce6d5dcd50 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:03.683272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3b1837d6-cd86-4eab-ba51-a3ebad3d44e8 · outbound

This paper cites Training Verifiers to Solve Math Word Problems.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Training Verifiers to Solve Math Word Problems

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:03.785819Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4847909-2468-4063-9280-474d2ec21446 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:10.220936Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4e76c524-1d36-4d4b-b0e7-1723665d2ccc · outbound

This paper cites MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? MxMoE: Mixed-precision Quantization for MoE with Accuracy and Performance Co-Design

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:03.992193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 50f6c9cc-1a75-4bd0-85ca-829cd62620d5 · outbound

This paper cites Fast Inference of Mixture-of-Experts Language Models with Offloading.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Fast Inference of Mixture-of-Experts Language Models with Offloading

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.085632Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1e0a5290-c882-4936-9ba1-7d317348cabe · outbound

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

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.156448Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02bc761a-5f6d-4e56-a9bb-df85ce805497 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.249672Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c066ddbf-8a57-4b7f-8421-c76b530c331c · outbound

This paper cites Measuring Mathematical Problem Solving With the MATH Dataset.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Measuring Mathematical Problem Solving With the MATH Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.308315Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0dca862-5775-4453-8c67-54634e5cf498 · outbound

This paper cites MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? MoEQuant: Enhancing Quantization for Mixture-of-Experts Large Language Models via Expert-Balanced Sampling and Affinity Guidance

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.339431Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b501d29a-8ed3-4e44-a26b-7bb7a540ad66 · outbound

This paper cites MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? MiLo: Efficient Quantized MoE Inference with Mixture of Low-Rank Compensators

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:51:07.211175Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 774f5ec1-e314-49be-abc5-d84e07a017c4 · outbound

This paper cites An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? An Optimized Error-controlled MPI Collective Framework Integrated with Lossy Compression

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.527411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ffbeaf9-901d-4adf-aed8-6729365ad823 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:10.163712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 21714a9b-de36-4139-803d-1aeb8d39ef03 · outbound

This paper cites ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? ZCCL: Significantly Improving Collective Communication With Error-Bounded Lossy Compression

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.713214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1cbd37bc-ac5d-47be-8983-4c235e788281 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:09.960815Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 1f9d861a-ff5f-4e6c-8626-9bb52955585e · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:09.719028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0ac0181b-ddae-4608-8c9d-cebd3c7f5b61 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:04.927402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea0624e-d3e9-4bd8-bbee-ec599681ae72 · outbound

This paper cites Mixtral of Experts.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Mixtral of Experts

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.009877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b39b1e94-6c3d-4c17-9851-c95924dd86fc · outbound

This paper cites SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.092526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11aa50f9-1f91-4d4e-8048-11891e6e1f96 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.183204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 67a153f2-72f2-424c-bdac-b67195291e03 · outbound

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

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.255198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d84da147-e5ab-4ced-ac32-2eb0ea9b1545 · outbound

This paper cites Muon is Scalable for LLM Training.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Muon is Scalable for LLM Training

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.313853Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1f47d478-6a7e-47f2-ac81-c96d1a6ac6a8 · outbound

This paper cites A Survey on Inference Optimization Techniques for Mixture of Experts Models.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? A Survey on Inference Optimization Techniques for Mixture of Experts Models

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.392303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42adfbcd-c257-4b93-82c0-dbbe7d50c522 · outbound

This paper cites HLoRA: Efficient Federated Learning System for LLM Heterogeneous Fine-Tuning.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? HLoRA: Efficient Federated Learning System for LLM Heterogeneous Fine-Tuning

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.475899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb800a38-80d9-4a5f-b87c-bef56e1fc385 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:09.409070Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 822ff542-9253-4c11-9d77-6273aba3864c · outbound

This paper cites Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.721834Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ff5a51-d317-4ac6-b050-6de3fbc091a1 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:05.788959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d596198a-8b06-47e2-bc35-88d6b623e43e · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:08.638729Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d50aedab-b725-489a-87cb-8be51474aea7 · outbound

This paper cites ProMoE: Fast MoE-based LLM Serving using Proactive Caching.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? ProMoE: Fast MoE-based LLM Serving using Proactive Caching

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.016351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe87e574-6608-4bb1-9d7d-c8e703e5047c · outbound

This paper cites HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? HOBBIT: A Mixed Precision Expert Offloading System for Fast MoE Inference

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.059461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 59568669-79c3-404c-aea5-2ae4920f45a7 · outbound

This paper cites Qwen2 Technical Report.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Qwen2 Technical Report

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.111084Z

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Unavailable: canonical work link unavailable.

Observation 4983144b-38b9-4e74-a567-97d0faed2f0f · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:08.456117Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a6c03b4f-f882-4507-8db1-629b2586b9c1 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:08.232641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0c39892e-3e9c-48bf-ab36-d4c044207dbf · outbound

This paper cites FedFa: A Fully Asynchronous Training Paradigm for Federated Learning.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? FedFa: A Fully Asynchronous Training Paradigm for Federated Learning

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-08-04T21:51:06.947476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation cba6dd9a-1334-4b62-8995-5bc4f8427629 · outbound

This paper cites MoE-Gen: High-Throughput MoE Inference on a Single GPU with Module-Based Batching.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? MoE-Gen: High-Throughput MoE Inference on a Single GPU with Module-Based Batching

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.358411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7a2237d3-2723-437f-bcdc-a3fb5ea9870c · outbound

This paper cites MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? MoE-Infinity: Efficient MoE Inference on Personal Machines with Sparsity-Aware Expert Cache

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.401918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a916f70c-bf7d-456d-aa1b-ae31cac0e015 · outbound

This paper cites CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? CLLoRA: An Approach to Measure the Effects of the Context Length for LLM Fine-Tuning

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-04T21:51:06.463600Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7232245e-f6ad-4f5a-b6c4-a0581c8ca306 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:08.105577Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 14667f2d-5ca9-4007-9d69-93cfbc353740 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:07.902766Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 8b1983e8-ede3-481f-8d38-e7771225152f · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:07.721825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 31bd89af-bdfa-45f2-b3b2-197506784bb9 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:07.563015Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 76ec3c16-1d90-497b-878b-c0849995b8c8 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 43

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:07.426048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 4f8d346e-95b6-4c04-b3f3-c92d402e9f21 · outbound

This paper cites In2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD).

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? In2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD)

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-04T21:51:08.976443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation b85a2bff-44ec-4348-9a5b-f83672ebeae9 · outbound

This paper cites an unresolved cited work.

MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model? Unresolved cited work

Reference 2025

Resolution: unresolved; raw_fallback, observed 2026-08-04T21:51:09.181825Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Pith citing papers

Observation 5f376c0b-21ca-421c-9a0e-0363476b16ba · inbound

SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning cites this paper.

SplitFT: An Adaptive Federated Split Learning System For LLMs Fine-Tuning MoE-Compression: How the Compression Error of Experts Affects the Inference Accuracy of MoE Model?

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-12T09:26:25.175187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.