Paper Citation Record · LEDGER

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization

As of 23 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 0 inbound Pith citation observations for arXiv:2506.02787.

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

pith.paper-citation-record.v1
2506.02787 v1

Coverage vector

measured 48 of 48 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:20:51.213475Z

measured 48 of 48 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+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

48 of 48 outbound references displayed

verified exact0
verified fuzzy5
unresolved42
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a27baf90-7b04-40cf-9527-5399f564fc08 · outbound

This paper cites TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:47.857673Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 46405363-1063-4f66-8136-b4fda08c3a5d · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.961075Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 64bee8c6-50f1-4720-ac48-9e3b9b247848 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.951953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7761bd05-6856-4dc4-a6ed-f97e65edb97b · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.943636Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 4b1e9962-4d88-4c8c-84cb-f770ea54626f · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.935749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e943cdc0-a05f-450d-80c5-52a18063ad2f · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.926883Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66b1b3c3-e320-45e0-8186-33ae4e911d71 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.918090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 70a3f25a-90c6-49d3-bcf1-8bf6af4c4c79 · outbound

This paper cites Fu, Stefano Ermon, Atri Rudra, and Christopher Ré.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Fu, Stefano Ermon, Atri Rudra, and Christopher Ré

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:48.313126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b4c4765-248b-4fa3-ba7d-74b7fe807f79 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:48.491484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3259f6b9-20e6-4cb1-bf86-fe4c440af729 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.895173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b63953b3-8570-40dc-b96d-7fa73ea90bd6 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.885009Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9469490b-fcff-458e-a2e2-e37bc26a5a8d · outbound

This paper cites DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:48.787357Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1043bc59-a87d-4164-b55d-7be2ec31852d · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:48.888028Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7029b65-bd1c-4aaa-bef9-a5087bb7fb73 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.869335Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation b8fcc2f8-27f7-4b58-b686-c16fc4e2c1ef · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:49.198719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b836ec5-d850-4daf-b9f0-e53f1650793d · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:49.526934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 738fc532-c4e9-4f5b-9358-2fc983e37b1a · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.834185Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 66ffd250-7edd-45a4-9afe-88b96e4dbe9d · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.824183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation a8dc5220-b2bf-4c17-9cea-6c86bb729e78 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.804739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6894287b-8251-415e-9d7c-b7bf0414a4ef · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:50.126800Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 774df257-f121-4e2e-a7a0-d9d4e56b926a · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.796188Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 604b3c3a-e930-4be6-a324-a34d042329ce · outbound

This paper cites In Proceedings of the 50th annual international symposium on computer architecture.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization In Proceedings of the 50th annual international symposium on computer architecture

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:51.814906Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6cea928a-1360-47af-a3c1-dc6dd5ac3e8e · outbound

This paper cites PyTorch Distributed: Experiences on Accelerating Data Parallel Training.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization PyTorch Distributed: Experiences on Accelerating Data Parallel Training

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:50.405005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa7b9698-a9a4-4c67-9a57-3136c3622c66 · outbound

This paper cites DeepSeek-V3 Technical Report.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization DeepSeek-V3 Technical Report

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:50.531248Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 72994885-05d9-4717-aaa6-7fb2cd325804 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.778901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3e932af4-8a21-451f-a84c-401a3bd2f306 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.788071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7dafdc62-45e0-49ce-9118-1fc1bbbbce09 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.770931Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 47e0505b-5401-4701-8cb4-f701294088fb · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 28

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T11:20:51.421346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 9fefaba8-671e-434c-819d-06c71f3a7f8f · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.166690Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 212b88bf-4fd2-44cb-aa25-822f9488130a · outbound

This paper cites Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:50.830441Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89583b14-a04b-481b-ad6a-f94b6b960fb1 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.745690Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 70a86ecd-5dd5-4ff6-b65c-6887f30eee66 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.737036Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 6104eae2-c8c6-4da6-b8a9-86e2bea1905b · outbound

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

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.178474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5def925d-251f-4da3-8ce3-702b8416c861 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.754283Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ea94ad01-3d05-48c4-9864-7f630391cf00 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.729313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 3b3ad9d5-0ac4-4057-808c-df5e830b13c5 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.190919Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b77fee73-039e-4a11-b410-28e58967ed3b · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.704639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 155ea0a0-f087-4c12-a7a6-90ef8ac96079 · outbound

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

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization LLaMA: Open and Efficient Foundation Language Models

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.181871Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e4357c6-85e1-4ed1-8b2f-9db0d515c96c · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.200154Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd645fae-31ab-4d7d-9d04-da4aac8dbb33 · outbound

This paper cites Yu, Yubo Gao, Pavel Golikov, and Gennady Pekhimenko.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Yu, Yubo Gao, Pavel Golikov, and Gennady Pekhimenko

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:51.690242Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 16d7f9f4-8772-4e38-ae88-1376079cd462 · outbound

This paper cites PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.209813Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2c616c4-aae5-4a74-898e-ff836c83b022 · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 42

Resolution: unresolved; raw_fallback, observed 2026-08-07T11:20:51.680859Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 54ff574b-8201-4690-8669-ea593392d4bd · outbound

This paper cites an unresolved cited work.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.197388Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e20ae136-fe8c-4aca-85c9-44e1c5c38ed4 · outbound

This paper cites Mirage: A Multi-Level Superoptimizer for Tensor Programs.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Mirage: A Multi-Level Superoptimizer for Tensor Programs

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:51.203376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d53ea73f-b00f-4fb2-9a0a-59eaac598ed1 · outbound

This paper cites Advances in neural information processing systems 32 (2019).

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization Advances in neural information processing systems 32 (2019)

Reference 2019

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:51.859518Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e71cef00-8724-4288-bf65-1fc4a5f59325 · outbound

This paper cites FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness.

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization FlashAttention: Fast and Memory-Efficient Exact Attention with IO-Awareness

Reference 2022

Resolution: unresolved; no resolver link, observed 2026-08-07T11:20:48.404050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 303f581a-a347-42af-86e5-58255ad31de4 · outbound

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

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization In Proceedings of the 29th Symposium on Operating Systems Principles

Reference 2023

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:51.843312Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8ccf0c0e-8915-44e2-bdb3-7f5741adef50 · outbound

This paper cites In 2024 USENIX Annual Technical Conference (USENIX ATC 24).

Rethinking Dynamic Networks and Heterogeneous Computing with Automatic Parallelization In 2024 USENIX Annual Technical Conference (USENIX ATC 24)

Reference 2024

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T11:20:51.720282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Pith citing papers

No inbound Pith citation observations are available.