Paper Citation Record · LEDGER

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services

As of 21 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 0 inbound Pith citation observations for arXiv:2607.04164.

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

pith.paper-citation-record.v1
2607.04164 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-11T21:14:49.980623Z

measured 15 of 15 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy0
unresolved15
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0fcf61a5-f432-4d35-8076-382f1d15340f · outbound

This paper cites In: Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services In: Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f4d26faa-bb3f-4334-a8a9-97cabac702f7 · outbound

This paper cites Advances in neural information processing systems 35, 16344–16359 (2022).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Advances in neural information processing systems 35, 16344–16359 (2022)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2894d45a-dec7-4045-99b2-b73b51b3b69e · outbound

This paper cites Journal of Machine Learning Research 23(120), 1–39 (2022).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Journal of Machine Learning Research 23(120), 1–39 (2022)

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4df3c8b-1c45-4a8d-aa90-4dc5dc333dfe · outbound

This paper cites Proceedings of Machine Learning and Systems 5, 288–304 (2023).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Proceedings of Machine Learning and Systems 5, 288–304 (2023)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 754b01a2-8c18-4dee-b83e-a514d54a7d94 · outbound

This paper cites Software: Practice and Experience (2026).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Software: Practice and Experience (2026)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b196a945-d7a6-4365-86f1-38216d5f8197 · outbound

This paper cites Distilling the Knowledge in a Neural Network.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Distilling the Knowledge in a Neural Network

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc637965-c57f-4fd1-b406-a93391d9d2cc · outbound

This paper cites IEEE Transactions on Computers75(4), 1636–1649 (2026).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services IEEE Transactions on Computers75(4), 1636–1649 (2026)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fdd06cce-161a-428f-b2d0-d6531f47c63f · outbound

This paper cites Mixtral of Experts.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Mixtral of Experts

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 247cae2c-56e0-4bc7-bee2-003ca9fec2c2 · outbound

This paper cites In: Proceedings of the 29th Symposium on Operating Systems Principles.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services In: Proceedings of the 29th Symposium on Operating Systems Principles

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0889273e-0442-418b-a62e-1ebff9dbfd83 · outbound

This paper cites DeepSeek-V3 Technical Report.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services DeepSeek-V3 Technical Report

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24db748e-e328-401d-ae46-eabf3fdba8ee · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b953a518-0077-43c5-a997-b6eafd2e3ff2 · outbound

This paper cites In: 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services In: 21st USENIX Symposium on Networked Systems Design and Implementation (NSDI 24)

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0396bb81-6cdd-4346-8c3a-9eb0de3cef9a · outbound

This paper cites IEEE Transactions on Sustainable Computing6(4), 544–558 (Oct-Dec 2021).

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services IEEE Transactions on Sustainable Computing6(4), 544–558 (Oct-Dec 2021)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4804a744-832c-4fc8-acef-932896006489 · outbound

This paper cites Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services Cloud-native and Distributed Systems for Efficient and Scalable Large Language Models -- A Research Agenda

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2e5c56e-ac09-468d-9efa-05b1f16845e9 · outbound

This paper cites In: 18th USENIX Symposium on Operating Systems Design and Implementation.

BrownoutMoE: Structure-Aware Expert Grouping for Efficient and Accurate LLM Web-based Services In: 18th USENIX Symposium on Operating Systems Design and Implementation

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-11T21:14:49.980623Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.