Paper Citation Record · LEDGER

MoX: Efficient MoE Routing on Direct-Connect Topologies

As of 8 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2607.20220.

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

pith.paper-citation-record.v1
2607.20220 v1

Coverage vector

measured 44 of 44 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T10:30:00.416986Z

measured 44 of 44 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

44 of 44 outbound references displayed

verified exact1
verified fuzzy0
unresolved42
parse uncertain0
malformed identifier1
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a9fee1e5-27d5-4415-8a96-3c1908358295 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.142287Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4d9c5bb-5f20-4917-88a8-ab5cf4a4700b · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.326472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c77ffac0-abc7-4d07-96c0-cee764244f4c · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.438649Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c6a2bfb-ed2f-4fd7-ab79-0aeb99d9a4e3 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.538393Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eadce996-dcfc-4b30-bd22-da7ff1ef8a2a · outbound

This paper cites Resilient AI Supercomputer Networking using MRC and SRv6.

MoX: Efficient MoE Routing on Direct-Connect Topologies Resilient AI Supercomputer Networking using MRC and SRv6

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.660740Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a492231-3b27-41d1-90f4-f1f8ca98c393 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 6

Resolution: malformed identifier; doi_truncated, observed 2026-08-01T10:38:40.689216Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation ff00cd69-be2e-4d81-a77f-0d25bbbe1081 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.862264Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b29c5386-0b80-4dcc-ba6f-679ad60a0e82 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.970226Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae42e8d2-8298-4335-a459-ad4202d39a8d · outbound

This paper cites RNG: Flat Datacenter Networks at Scale.

MoX: Efficient MoE Routing on Direct-Connect Topologies RNG: Flat Datacenter Networks at Scale

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:57.199686Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d88e5f3d-a3e7-4814-84df-8171df3def07 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:57.309787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 011ff9f7-eed9-45cc-b4ed-34a76fd88b75 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:57.625274Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c1b10e-6c42-41ba-89ed-0d75bb2aa9b6 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 12

Resolution: verified exact; doi, observed 2026-08-01T10:38:40.548688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 65e46921-8f1e-4ea1-ba17-00dc1fb122dd · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:57.944382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 750707aa-9951-46c8-98f1-bc4478b9300e · outbound

This paper cites Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing.

MoX: Efficient MoE Routing on Direct-Connect Topologies Prediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizing

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.058157Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef22bbc9-f19e-49dc-aa34-3486d6007442 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.141692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9509f389-37c9-4da3-b4c6-54ab03023920 · outbound

This paper cites DeepSeek-V3 Technical Report.

MoX: Efficient MoE Routing on Direct-Connect Topologies DeepSeek-V3 Technical Report

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.256935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f14365f1-7357-48c7-9987-378c9f31ccd2 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.334570Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 81d8bfbb-41c0-4e2e-a6e4-f8c37dc78092 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.427872Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e31d6186-1c18-429a-aae8-2482c6272cba · outbound

This paper cites Handley, Hugh Holbrook, Isidor Kouvelas, Rishabh Parekh, Zhaohui (Jeffrey) Zhang, and Lianshu Zheng.

MoX: Efficient MoE Routing on Direct-Connect Topologies Handley, Hugh Holbrook, Isidor Kouvelas, Rishabh Parekh, Zhaohui (Jeffrey) Zhang, and Lianshu Zheng

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.504312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f1fed901-d2ea-4c2e-85d5-1bddf5a99317 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.574412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06ce9dfd-f3db-4902-a371-fffe355b21e7 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.669014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d008b264-80dc-4ce0-be4f-93c88858efa1 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.757599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c4cfca3-1959-4f8a-9393-c6eb5d76d27c · outbound

This paper cites Mixtral of Experts.

MoX: Efficient MoE Routing on Direct-Connect Topologies Mixtral of Experts

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.844658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 823ace05-f0fe-453b-91c4-40e81c23732c · outbound

This paper cites Towles, Clifford Young, Xiang Zhou, Zongwei Zhou, and David A Patterson.

MoX: Efficient MoE Routing on Direct-Connect Topologies Towles, Clifford Young, Xiang Zhou, Zongwei Zhou, and David A Patterson

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:58.946733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6a491a94-7cac-4acc-9c6b-2b9ae80eef2e · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.050729Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ceb991b5-57df-4e69-a66e-4c8fd627dd59 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.122378Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1b21c6b9-d308-4ad4-b497-021cdbab92c2 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.195991Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 961fcef0-a454-488a-a622-9c23fcddcb27 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.313787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fc80209d-687c-439e-88c1-2343d1b57f82 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.391229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 334dfd43-a33c-4e72-ae1c-8e719fd4257d · outbound

This paper cites Qwen3 Technical Report.

MoX: Efficient MoE Routing on Direct-Connect Topologies Qwen3 Technical Report

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.455519Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1298653-fa61-43b8-8c11-a53e723503ee · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.533223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af68a08f-4f2c-4a15-a81f-2030d5b3fab6 · outbound

This paper cites Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces.

MoX: Efficient MoE Routing on Direct-Connect Topologies Chakra: Advancing Performance Benchmarking and Co-design using Standardized Execution Traces

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.631362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation faca45fe-ee70-4808-8237-11d77f296aad · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.732158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d81f2810-8add-4ec2-a570-05afc2d10f0a · outbound

This paper cites Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs.

MoX: Efficient MoE Routing on Direct-Connect Topologies Pangu Ultra MoE: How to Train Your Big MoE on Ascend NPUs

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.857176Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b26e68a6-16e7-4751-9fb3-b8b8c5cdcdc0 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.958122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf53e669-06a4-4f17-8afb-131fb2d75d35 · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-01T10:30:00.052382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb9a8676-f641-4959-9b12-4860e16f5515 · outbound

This paper cites 2023.{TopoOpt}: Co-optimizing network topology and parallelization strategy for distributed training jobs.

MoX: Efficient MoE Routing on Direct-Connect Topologies 2023.{TopoOpt}: Co-optimizing network topology and parallelization strategy for distributed training jobs

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-01T10:30:00.221848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 695db8a3-6058-4d19-bc08-312f4d66b394 · outbound

This paper cites Rosen, Andrew Dolganow, Tony Przy- gienda, and Sam Aldrin.

MoX: Efficient MoE Routing on Direct-Connect Topologies Rosen, Andrew Dolganow, Tony Przy- gienda, and Sam Aldrin

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T10:30:00.296338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85960b18-50f3-4a18-9073-906aa6ba0ffe · outbound

This paper cites an unresolved cited work.

MoX: Efficient MoE Routing on Direct-Connect Topologies Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T10:30:00.416986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcdd025c-6102-4863-9f36-f2f72f086747 · outbound

This paper cites IETF RFC 5058.

MoX: Efficient MoE Routing on Direct-Connect Topologies IETF RFC 5058

Reference 2007

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:57.481069Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 405e0045-ba31-4da4-a3d9-bb78cb954d7c · outbound

This paper cites InPro- ceedings of the seventh conference on emerging networking experiments and technologies.

MoX: Efficient MoE Routing on Direct-Connect Topologies InPro- ceedings of the seventh conference on emerging networking experiments and technologies

Reference 2011

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:57.076111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d0086ad-1bdf-4222-98ee-0599806d3ace · outbound

This paper cites InProceedings of the 49th Annual International Symposium on Computer Architecture(New York, New York)(ISCA ’22).

MoX: Efficient MoE Routing on Direct-Connect Topologies InProceedings of the 49th Annual International Symposium on Computer Architecture(New York, New York)(ISCA ’22)

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:56.240695Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d22df4c-738c-4e85-b05e-bd66290fd5c7 · outbound

This paper cites Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts.

MoX: Efficient MoE Routing on Direct-Connect Topologies Auxiliary-Loss-Free Load Balancing Strategy for Mixture-of-Experts

Reference 2024

Resolution: unresolved; no resolver link, observed 2026-08-01T10:30:00.139590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fb2e8fe-23e0-466e-b7de-e7dfb2243675 · outbound

This paper cites InProceedings of the ACM SIGCOMM 2025 Conference.

MoX: Efficient MoE Routing on Direct-Connect Topologies InProceedings of the ACM SIGCOMM 2025 Conference

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-01T10:29:59.257076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.