Paper Citation Record · LEDGER

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism

As of 17 August 2026, this Paper Citation Record lists 45 of 45 outbound references and 0 inbound Pith citation observations for arXiv:2507.00394.

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

pith.paper-citation-record.v1
2507.00394 v1

Coverage vector

measured 45 of 45 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T21:23:57.277715Z

measured 45 of 45 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

45 of 45 outbound references displayed

verified exact0
verified fuzzy3
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 7e1ce8b1-d90e-4d44-aa5a-9af96869b2d4 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:03.670773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation f03e460f-d1ae-44fa-87fa-24e56ad829d0 · outbound

This paper cites DeepSeek LLM: Scaling Open-Source Language Models with Longtermism.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism DeepSeek LLM: Scaling Open-Source Language Models with Longtermism

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:53.746363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66aefc22-c41f-47d0-bc87-337c72c6d552 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:53.811024Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b70e40e5-1bd8-4f25-995e-f354d2900947 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:03.334440Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 21f8fc66-b51f-404f-81b0-df1cb9960068 · outbound

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

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism DeepSeek-V2: A Strong, Economical, and Efficient Mixture-of-Experts Language Model

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:53.999056Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54decfe8-aaa5-4a55-b2cd-4e8452080815 · outbound

This paper cites The Llama 3 Herd of Models.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism The Llama 3 Herd of Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:54.092188Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcb32a89-63da-4874-8717-6f75d9ec2454 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:03.045327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation be9fd903-38b4-4e0a-8481-7b47fc283194 · outbound

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

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism USP: A Unified Sequence Parallelism Approach for Long Context Generative AI

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:54.265899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3f67d6b1-d963-4268-a4a4-1d4dc9069aeb · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 9

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:02.766120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf242950-5162-4173-b51c-d5953b8efc5d · outbound

This paper cites DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism DeepSeek-Coder: When the Large Language Model Meets Programming -- The Rise of Code Intelligence

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:54.404334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3bf1575b-0bec-47a3-ba93-aac7a1855d34 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:54.494880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 66212a3d-1f92-43db-9a54-34f11a449e39 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:02.501002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7d32cd38-de21-4a71-8530-10df60b90716 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:01.941271Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 38e3f04f-ecb9-43ab-82b0-76250608e5e0 · outbound

This paper cites HunyuanVideo: A Systematic Framework For Large Video Generative Models.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism HunyuanVideo: A Systematic Framework For Large Video Generative Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:54.753887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d222a1c7-1200-4e39-b55b-f32c37388b0f · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:01.637962Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 75e023c8-4dbb-472d-8327-ff54db289f5f · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:01.308121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3f8a2902-375a-4ecf-8504-336ee7d3c488 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:01.003026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation dba36695-6cf5-4dc5-b602-1174f066fd7a · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:00.700180Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation a13e50ff-8e12-4612-93f3-33d0edf1b02b · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:00.364723Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 496d1de6-7dbf-4d6d-a431-8506ccc2940e · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:55.248788Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e6514cc5-8d59-424b-8b58-da03c8ca28b7 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:24:00.037916Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 129cf0d0-9a86-4868-a4c7-63d8842fdc76 · outbound

This paper cites DeepSeek-V3 Technical Report.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism DeepSeek-V3 Technical Report

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:55.472812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7597863a-0a1f-446a-8451-2bcf32160e0c · outbound

This paper cites Ring Attention with Blockwise Transformers for Near-Infinite Context.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Ring Attention with Blockwise Transformers for Near-Infinite Context

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:55.547812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7eb2167d-ce4f-4764-af10-9b5ce2063e66 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:59.686121Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 25162bd5-444a-425d-af0b-3bf046a04a9a · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:55.772412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f93070be-af65-4dea-aca7-a4a0661841af · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:55.834829Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 435abde4-0717-400b-a9a4-406356bea774 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:56.007833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 390127d0-7036-452f-8b3b-a56c778b71e1 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:59.356370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 9104f383-fd2f-4ba4-a83a-94871ccb3d13 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:59.160970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e1d62b35-5f9b-4b53-856b-f7595985923a · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 30

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:58.981341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 7e56b1ac-78c8-4e80-88a3-a974a0c0f45c · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:58.762835Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ea0ebc7b-b993-49d7-94e8-fc6b8241f4d4 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:56.489085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7c3f6c6-ac7c-4cf5-9afb-2a483388e045 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 33

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:58.592539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation cf26fdbf-5e54-4254-a548-6a186cf0043b · outbound

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

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:56.666910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b19b1a6-196f-4ef6-8832-f7b171ef148f · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:58.414552Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation ad5e93b9-61d4-48e6-8908-e607a079ba83 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:56.821030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9bf4fe87-cc1b-4a75-bb18-3290431fac3d · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism LLaMA: Open and Efficient Foundation Language Models

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T21:23:56.891434Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ed9074f-8eac-4128-bbf6-7a483de12b80 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:58.279592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation c82eb653-57bb-45e8-9fbc-20fe622ca4fe · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 39

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:58.124578Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation bc1cfb32-aa57-4df2-9948-297a09d1b946 · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 40

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:57.976974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 8f143952-21da-46b3-a843-a11580c1b94f · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 41

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:57.785876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e572460a-fb9b-4cdd-80d9-a1e0c7b32e2c · outbound

This paper cites an unresolved cited work.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-06T21:23:57.612096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 3a94528f-2750-4aff-9239-166fc2f14c28 · outbound

This paper cites InInternational Conference on Machine Learning.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism InInternational Conference on Machine Learning

Reference 2021

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:59.523899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation e8fffe23-9abb-4695-9a38-f20ab03c119e · outbound

This paper cites In Proceedings of the 43rd ACM Symposium on Principles of Distributed Computing.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism In Proceedings of the 43rd ACM Symposium on Principles of Distributed Computing

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:24:02.251674Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Observation 83645299-c5fe-42fc-b7bc-3a15e5c91e50 · outbound

This paper cites In Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming.

HelixPipe: Efficient Distributed Training of Long Sequence Transformers with Attention Parallel Pipeline Parallelism In Proceedings of the 30th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T21:23:59.859672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

Pith citing papers

No inbound Pith citation observations are available.