Paper Citation Record · LEDGER

Provably Learning Multi-Head Attention with Queries

As of 8 August 2026, this Paper Citation Record lists 27 of 27 outbound references and 0 inbound Pith citation observations for arXiv:2608.03294.

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

pith.paper-citation-record.v1
2608.03294 v1

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:45:27.755223Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

27 of 27 outbound references displayed

verified exact1
verified fuzzy22
unresolved4
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8f68faf1-d7e6-47ae-95e3-a6d59ad413af · outbound

This paper cites Provably Learning Attention with Queries.

Provably Learning Multi-Head Attention with Queries Provably Learning Attention with Queries

Reference 1

Resolution: verified exact; local_arxiv, observed 2026-08-05T21:45:27.926863Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation def06a70-a555-4e4d-8413-9a427295feee · outbound

This paper cites Advances in neural information processing systems , volume=.

Provably Learning Multi-Head Attention with Queries Advances in neural information processing systems , volume=

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:25.674045Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4cba1064-ada3-4646-9f68-71581ec782fa · outbound

This paper cites Tony and Zhang, Anru , title =.

Provably Learning Multi-Head Attention with Queries Tony and Zhang, Anru , title =

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:32.653834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5429f7c7-d942-468b-ad8f-fc38e64de286 · outbound

This paper cites International Conference on Learning Representations , year =.

Provably Learning Multi-Head Attention with Queries International Conference on Learning Representations , year =

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:32.387892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f86d90be-32a6-46df-9f5e-de60c714eaca · outbound

This paper cites Forty-third International Conference on Machine Learning , year=.

Provably Learning Multi-Head Attention with Queries Forty-third International Conference on Machine Learning , year=

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:32.074437Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation cffd3355-52ee-4f8d-bdfe-8fc6a22e082a · outbound

This paper cites Proceedings of the 57th Annual ACM Symposium on Theory of Computing , year =.

Provably Learning Multi-Head Attention with Queries Proceedings of the 57th Annual ACM Symposium on Theory of Computing , year =

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:31.873705Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation bd961b1b-3ad7-4c5e-bebc-c7972d4a33e1 · outbound

This paper cites 2025 , eprint =.

Provably Learning Multi-Head Attention with Queries 2025 , eprint =

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:31.643356Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 9da00bee-8195-460f-93ea-2aa78bc475ba · outbound

This paper cites 2025 , eprint =.

Provably Learning Multi-Head Attention with Queries 2025 , eprint =

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:26.185952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eb052436-c563-4b2f-9fa9-f10075fbf26e · outbound

This paper cites Linear Algebra and its Applications , volume =.

Provably Learning Multi-Head Attention with Queries Linear Algebra and its Applications , volume =

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:31.333929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 741433eb-9772-4bae-9b73-dfc3244ed3cf · outbound

This paper cites Applied and Computational Harmonic Analysis , volume =.

Provably Learning Multi-Head Attention with Queries Applied and Computational Harmonic Analysis , volume =

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:31.112027Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 696c57d5-b692-4aeb-a8a6-9b2441e963c6 · outbound

This paper cites Proceedings of the 42nd International Conference on Machine Learning , pages =.

Provably Learning Multi-Head Attention with Queries Proceedings of the 42nd International Conference on Machine Learning , pages =

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:30.863713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation c219d0ed-c8bb-45db-ad4a-781f392fd185 · outbound

This paper cites Advances in Neural Information Processing Systems , volume=.

Provably Learning Multi-Head Attention with Queries Advances in Neural Information Processing Systems , volume=

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:30.628122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7dd9e61a-9d9d-4047-a73d-1c4c1c7bd083 · outbound

This paper cites Machine Learning , volume =.

Provably Learning Multi-Head Attention with Queries Machine Learning , volume =

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:30.425987Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 59bef458-5020-454b-a6c3-5f2d851f9327 · outbound

This paper cites Advances in Neural Information Processing Systems , editor =.

Provably Learning Multi-Head Attention with Queries Advances in Neural Information Processing Systems , editor =

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:30.295955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 75ec6b7d-8a25-44ec-abad-c6b2afc3e984 · outbound

This paper cites and Meka, Raghu , booktitle =.

Provably Learning Multi-Head Attention with Queries and Meka, Raghu , booktitle =

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:30.060348Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0be62352-4cd7-4f80-ad81-d318791a628a · outbound

This paper cites An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer.

Provably Learning Multi-Head Attention with Queries An Exact Poly-Time Membership-Queries Algorithm for Extracting a Three-Layer

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:29.871064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e8084e1f-136e-4f5b-b890-eff846d67eed · outbound

This paper cites Stealing Machine Learning Models via Prediction.

Provably Learning Multi-Head Attention with Queries Stealing Machine Learning Models via Prediction

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:29.735148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0f1def0a-056e-4783-a56f-47541776677b · outbound

This paper cites 29th USENIX Security Symposium (USENIX Security 20) , pages =.

Provably Learning Multi-Head Attention with Queries 29th USENIX Security Symposium (USENIX Security 20) , pages =

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:29.581621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 44cbde23-6904-4e18-b5b8-5b54f672b1dc · outbound

This paper cites Proceedings of the 41st International Conference on Machine Learning , series =.

Provably Learning Multi-Head Attention with Queries Proceedings of the 41st International Conference on Machine Learning , series =

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:29.407183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 52eb2794-0807-4ac1-820b-0f34f9a6f394 · outbound

This paper cites Advances in Cryptology -- EUROCRYPT 2025 , editor =.

Provably Learning Multi-Head Attention with Queries Advances in Cryptology -- EUROCRYPT 2025 , editor =

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:29.226127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 26ceb99d-cacc-45ff-8dfe-881b4859483f · outbound

This paper cites 2026 , howpublished =.

Provably Learning Multi-Head Attention with Queries 2026 , howpublished =

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:29.054148Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e5ce0fb5-27f7-4543-a21a-576e59933bdd · outbound

This paper cites 2026 , howpublished =.

Provably Learning Multi-Head Attention with Queries 2026 , howpublished =

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:28.726334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 29584e01-e485-4745-b97f-c41636198fd9 · outbound

This paper cites an unresolved cited work.

Provably Learning Multi-Head Attention with Queries Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T21:45:28.635575Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6ea01fa4-7de5-47fa-9e95-62f1b3e00b12 · outbound

This paper cites Dragan and Moritz Hardt , title =.

Provably Learning Multi-Head Attention with Queries Dragan and Moritz Hardt , title =

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:28.463030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 436c34f2-858a-4c92-9c44-d5b2fd2eb374 · outbound

This paper cites International Conference on the Theory and Application of Cryptology and Information Security , pages=.

Provably Learning Multi-Head Attention with Queries International Conference on the Theory and Application of Cryptology and Information Security , pages=

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:28.296308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 8d1c3292-16c8-45b7-b35b-d0d3fd1a8c07 · outbound

This paper cites On Identifiability in Transformers.

Provably Learning Multi-Head Attention with Queries On Identifiability in Transformers

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-05T21:45:27.642304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e286677-85b4-4463-acb6-b0cec39a053b · outbound

This paper cites Annual international cryptology conference , pages=.

Provably Learning Multi-Head Attention with Queries Annual international cryptology conference , pages=

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T21:45:28.121572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.