Paper Citation Record · LEDGER

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework

As of 16 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2607.02945.

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

pith.paper-citation-record.v1
2607.02945 v1

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-12T05:54:43.478745Z

measured 31 of 31 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

31 of 31 outbound references displayed

verified exact0
verified fuzzy0
unresolved31
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 50bdcfa4-6bbc-4635-8680-eb6826906d20 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcfe9a5d-abce-49fa-84a8-2540e43e11f1 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 2

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8f11025-a8c9-4c50-bc4a-8340c656cf2a · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56ff0620-2cfa-4188-b8ce-92d14a3da2da · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 532e24ad-def8-4b86-a886-64dce40a45db · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c2aba0b1-76e1-4bb8-afdf-10fd0dffc630 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 6

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6697230-a8a4-40e5-a72b-a2bef0d015ea · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d07a1ed-b0ce-4fd6-980d-4f8dc585f6bd · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a828794-425f-4f21-ac85-8950808edcd9 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf121e7c-a773-4a1e-97cd-337f8dba490f · outbound

This paper cites Shi, Shuai Yang, Menglu Yu, Chunzhi Yang, and Jade Nie.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Shi, Shuai Yang, Menglu Yu, Chunzhi Yang, and Jade Nie

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd032383-ca40-4217-905d-e860ec330145 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 11

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dbb0d848-f9bd-43d1-a088-6c8078c8b6ad · outbound

This paper cites Garey, David S.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Garey, David S

Reference 12

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 70abc4c2-1f2c-41e3-9e2a-71fe740da883 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf6da4b5-6ceb-4e2e-a76a-3ddc51227622 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 14

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 657f5047-4431-415c-8052-633a07f9dfd2 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08441457-6189-4746-972e-d78c859e790e · outbound

This paper cites Deep Learning Recommendation Model for Personalization and Recommendation Systems.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Deep Learning Recommendation Model for Personalization and Recommendation Systems

Reference 16

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03866a3c-d9ed-4b23-9a46-6a311ba92a1a · outbound

This paper cites Luk, Xiaodong Wang, and Jackie (Jiaqi) Xu.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Luk, Xiaodong Wang, and Jackie (Jiaqi) Xu

Reference 17

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1aa8341d-d09f-46ac-b0b8-098af4395b84 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation edfae7a2-8cb6-4087-bffd-ee6d2f87afd5 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 07f7fcfa-c86a-42f5-97db-2c737190316e · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ce0708af-0799-47ca-a7c3-bb1b981c6296 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9377f69e-7b51-49c6-807a-c45df5ca8d85 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b17aeb2d-c8d3-4042-a8ef-a715ec1c8110 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af31a8b6-c520-47e8-9890-f4935d73d6cb · outbound

This paper cites Souper: A Synthesizing Superoptimizer.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Souper: A Synthesizing Superoptimizer

Reference 24

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dd608e5-da2d-4a05-b412-86d4d528e23f · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0178aa90-8c7b-457d-8613-b00e9b15e771 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff23d2cf-6aff-46fe-97bd-f3a3525dd9a8 · outbound

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

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework LLaMA: Open and Efficient Foundation Language Models

Reference 27

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c8992ee-8752-4b05-aad5-9d68ef86ad3f · outbound

This paper cites Liang, Jason Ansel, Chunzhi Yang, Jade Nie, Yuzhen Huang, C.K.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Liang, Jason Ansel, Chunzhi Yang, Jade Nie, Yuzhen Huang, C.K

Reference 28

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84bbb530-bbcc-4a73-ba1d-70a920ce1923 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d3ccf44-0bbf-41c8-bc26-3e1dc8e89720 · outbound

This paper cites an unresolved cited work.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d87bc0ed-1bfa-48bd-8a51-c95434e0e03a · outbound

This paper cites DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction.

Optimus: A Generic Operator-Level PyTorch Model Transformation Framework DHEN: A Deep and Hierarchical Ensemble Network for Large-Scale Click-Through Rate Prediction

Reference 31

Resolution: unresolved; no resolver link, observed 2026-07-12T05:54:43.478745Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.