Paper Citation Record · LEDGER

Provably Learning Multi-Head Attention with Queries

As of 18 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 v2

Coverage vector

measured 27 of 27 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:35:40.566009Z

measured 27 of 27 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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 exact0
verified fuzzy0
unresolved27
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c26f6633-2f09-40b8-ade7-8cfbeb2fc914 · outbound

This paper cites Provably Learning Attention with Queries.

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

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.460762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65df3673-0801-497a-981f-3059b5b6c678 · 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 2026-08-10T04:35:40.465730Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3986f063-e877-4c67-816b-f67e7a9ec0f7 · outbound

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

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

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.471437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d770188-dc4e-40dd-8435-11b9e4357aa6 · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.475557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94eeaa46-bebe-4e30-a7d7-4267162c29a9 · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.479899Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation df922608-4481-45a9-951d-ae04c3490ebe · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.483891Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c9a84ddd-b73a-446f-8172-f705a90bce3c · outbound

This paper cites 2025 , eprint =.

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

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.487880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8c132bbf-cc18-4aab-927e-f6b8b31d59f7 · outbound

This paper cites 2025 , eprint =.

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

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.491621Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af55bbe8-fa62-4761-85f2-9b1e00df56ae · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.495404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc2ef5bc-012e-4165-962f-68a8f74bfdaa · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.500524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b622f7c1-d51a-448c-a343-2d4bb92e55d3 · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.504667Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 167aabe2-7b6c-4eb4-a3b0-33038eca82ae · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.508802Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e6a5861-d2f5-422d-927e-e9acdfb14281 · outbound

This paper cites Machine Learning , volume =.

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

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.512990Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c10f8202-3723-4724-bf99-22b3c94a0587 · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.517219Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 63cc6500-b933-4498-8d13-afaff2296fdd · outbound

This paper cites and Meka, Raghu , booktitle =.

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

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.520945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 580b97c8-fd72-4211-adfc-32010284bdee · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.524946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7230cb89-bc9d-49aa-b6b3-d24ed50f39b2 · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.528933Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3beb66f0-1cae-4438-b978-7c414582558e · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.532851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8de27fd2-c707-4952-86a8-d45ca239d26b · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.536757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fde48822-c90b-4a85-a471-dd7db810b471 · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.540255Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9a4bbfc1-c0c7-47b1-88cd-25662543fdc7 · outbound

This paper cites 2026 , howpublished =.

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

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.543869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cabdfeb9-5b0e-473d-a082-4869ddd1e5b8 · outbound

This paper cites 2026 , howpublished =.

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

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.547447Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7ef46545-4022-437e-a8ec-3c9f0fcf6995 · outbound

This paper cites an unresolved cited work.

Provably Learning Multi-Head Attention with Queries Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.551005Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 89e55952-eb4e-41ae-b2dd-cef59b9e33b8 · outbound

This paper cites Dragan and Moritz Hardt , title =.

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

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.554659Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5949e40d-2dea-4e46-b236-7f04a01e716d · 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: unresolved; no resolver link, observed 2026-08-10T04:35:40.558258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc581b4-b572-4423-82a8-e8121b416603 · 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 2026-08-10T04:35:40.561992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ab78d523-c55b-421e-9d32-c958ba4c755c · outbound

This paper cites Annual international cryptology conference , pages=.

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

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-10T04:35:40.566009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.