Paper Citation Record · LEDGER

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence

As of 15 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2608.06838.

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

pith.paper-citation-record.v1
2608.06838 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T19:57:05.616356Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+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

36 of 36 outbound references displayed

verified exact2
verified fuzzy0
unresolved32
parse uncertain0
malformed identifier2
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation da94a7fa-aae3-407e-b3de-12074d8da3e5 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.463867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 816b90ff-420b-4ed3-addc-bcb72f1d0db5 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.473173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1284c79f-6509-406a-985a-7c215922dd39 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:07.053633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 60cdc13b-a3dd-4104-add8-b699a61b855c · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:07.043500Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 171361e6-12dc-43dd-a9fd-0a491d1b163f · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.484933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bddb21fc-370c-4677-9d8d-ebc8db6891ef · outbound

This paper cites USP: A Unified Sequence Parallelism Approach for Long Context Generative AI.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence USP: A Unified Sequence Parallelism Approach for Long Context Generative AI

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.488654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d27e6f9-b64d-4cb2-9e20-fcbdeeaa9443 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.493146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca00a9a7-dcaa-43bd-ad4c-c0b761e60867 · outbound

This paper cites LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence LoongTrain: Efficient Training of Long-Sequence LLMs with Head-Context Parallelism

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.496787Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed83271a-2a78-4439-8a36-5d06e77d4ba8 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:07.025089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 95a9017f-7306-4185-8c38-af1f08da1cfc · outbound

This paper cites DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence DeepSpeed Ulysses: System Optimizations for Enabling Training of Extreme Long Sequence Transformer Models

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.504418Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 45d47688-b16b-4120-a51f-2ce648d42005 · outbound

This paper cites Kimi Linear: An Expressive, Efficient Attention Architecture.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Kimi Linear: An Expressive, Efficient Attention Architecture

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.509153Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f9099425-22a2-458e-827e-c29140642025 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.513700Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3ff591b-047a-480e-8087-1dba5c36d29d · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:07.012999Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 5e8ed09a-5c07-43da-8e86-ff94ce3421ff · outbound

This paper cites Li, Berlin Chen, Caitlin Wang, Aviv Bick, J.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Li, Berlin Chen, Caitlin Wang, Aviv Bick, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.521481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ee64e2-1c03-4b17-b1df-db999ba28714 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:07.000458Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 90196ab4-f3c0-4a72-b9b1-a0b43f22e106 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.530406Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e1278f18-18ba-475d-901b-290c5ec29869 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:06.989144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 94b51da7-0aff-4f7a-86f5-c208ce957d47 · outbound

This paper cites Jamba: A Hybrid Transformer-Mamba Language Model.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Jamba: A Hybrid Transformer-Mamba Language Model

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.538797Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3986979d-bfda-4e13-a515-433da1f5ce6d · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:06.978586Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1e91ae4f-8530-4076-b7b9-9522ca2bcb42 · outbound

This paper cites Devanur, Gregory R.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Devanur, Gregory R

Reference 20

Resolution: malformed identifier; no resolver link, observed 2026-08-10T19:57:05.547152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1155e2ce-dddc-420b-8aa8-2baa2ed6c864 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.551502Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9f61dca9-cf5d-4205-9946-ed6ddd726135 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.556601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7de36809-32e4-47ba-99fe-4aa1cc38a055 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 23

Resolution: verified exact; doi, observed 2026-08-10T19:57:05.659715Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ab5e23c2-e23c-4516-86ab-95babfd3e15a · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:06.967851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 2bffc973-cea6-4ae0-ab3a-594009952d7c · outbound

This paper cites Generalized Slow Roll for Tensors.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Generalized Slow Roll for Tensors

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.569115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b3829f3-9d12-49c0-b47b-b59f621b4fba · outbound

This paper cites StateX: Enhancing RNN Recall via Post-training State Expansion.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence StateX: Enhancing RNN Recall via Post-training State Expansion

Reference 26

Resolution: verified exact; local_arxiv, observed 2026-08-10T19:57:05.827597Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 753b23f5-b168-4d3c-bd79-02087200d2f4 · outbound

This paper cites Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.577513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c601889-27bb-4395-96a4-5ae0b6cac7fd · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 28

Resolution: malformed identifier; no resolver link, observed 2026-08-10T19:57:05.587545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df0a3372-aa63-416a-912f-8592e7b395b1 · outbound

This paper cites LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence LASP-2: Rethinking Sequence Parallelism for Linear Attention and Its Hybrid

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.591512Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2228989-7a5d-43c8-a04c-136531bd43a5 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.596299Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff80c3e8-133a-4559-b52c-fec85d16cb47 · outbound

This paper cites Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Beyond the Limits: A Survey of Techniques to Extend the Context Length in Large Language Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.600689Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cdeaeada-f6dd-4d21-b92e-7ca5843b9f68 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:06.949920Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 1ad5ab69-563f-4867-89b6-cb332d870db7 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-10T19:57:06.936770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 18ebbcb3-d646-49f8-a0f6-2286afd14a22 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.612118Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11b1bdc8-5392-47b9-ac9d-edea6abd0072 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.616356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1797dbe9-c396-48a7-9a91-d05b9fa08480 · outbound

This paper cites an unresolved cited work.

StateFlow: Sequence Pipeline Parallelism for Long-Context Modeling with Linear Recurrence Unresolved cited work

Reference 4901

Resolution: unresolved; no resolver link, observed 2026-08-10T19:57:05.469097Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.