Paper Citation Record · LEDGER

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

As of 21 August 2026, this Paper Citation Record lists 3 of 3 outbound references and 1 inbound Pith citation observation for arXiv:2507.01004.

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

pith.paper-citation-record.v1
2507.01004 v2

Coverage vector

measured 3 of 3 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:10:03.585440Z

measured 4 of 4 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 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-18T18:51:06.243305Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-18T18:51:45.783604Z

Reference resolution

3 of 3 outbound references displayed

verified exact0
verified fuzzy2
unresolved1
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 52d9e439-b946-4ff6-8ce0-ab90cd562a14 · outbound

This paper cites Phi-4 Technical Report.

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention Phi-4 Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T21:09:49.905055Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4dfea32e-072f-40cc-9263-3b35f09a50ab · outbound

This paper cites The experimental setup with 5 rounds of warm-up and reported the average of 50 rounds of experiment, see in Table 3, Table.

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention The experimental setup with 5 rounds of warm-up and reported the average of 50 rounds of experiment, see in Table 3, Table

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:10:03.671945Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cb651210-4a29-4740-8788-fbeaceb5a432 · outbound

This paper cites The experimental setup with 5 rounds of warm-up reported the average of 100 steps of the experiment, see in Table 5, Table.

ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention The experimental setup with 5 rounds of warm-up reported the average of 100 steps of the experiment, see in Table 5, Table

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:10:03.661896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation c5fb49e4-95e3-426c-b62c-1fa606119a67 · inbound

SpikingBrain: Spiking Brain-inspired Large Models cites this paper.

SpikingBrain: Spiking Brain-inspired Large Models ZeCO: Zero Communication Overhead Sequence Parallelism for Linear Attention

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T18:51:45.790655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.