Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T14:37:05.699539Z
Paper Citation Record · LEDGER
As of 5 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 1 inbound Pith citation observation for arXiv:2604.26085.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-07T14:37:05.699539Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-31T13:07:58.339019Z
A source-named dated measurement, never combined with another source.
Source: cited_works
30 of 30 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation a4c0ce97-e690-42c0-b496-8cd73468d38b · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Acebr´ on, L
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 675d0fa2-6aa8-491b-971c-f1a6e18879f6 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Emergence of meta-stable clustering in mean-field transformer models
Reference 2
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation c81018cf-f013-47c7-8dcc-9e7a771e9847 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Bruno, F
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 475430b5-aea5-4dfa-841a-1ef4a2e1178a · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Burger, S
Reference 4
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 584c4865-b673-4646-82f6-906a77b772af · outbound
Spectral Selection in Symmetric Self-Attention Dynamics A Unified Perspective on the Dynamics of Deep Transformers
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 97448af0-7ac4-40b8-8223-0b18fc86475b · outbound
Spectral Selection in Symmetric Self-Attention Dynamics A Dynamical Systems Perspective on the Analysis of Neural Networks
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e4cff7f6-e1bd-49da-8892-8ae8bdb37efe · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 7
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 594567a5-0927-47b8-8d3e-d5c6d7ad54b0 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Quantitative Clustering in Mean-Field Transformer Models
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 48797a85-2b05-4db9-acdd-4cc3914ef15b · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ade36f50-dc7d-4e61-bc10-c759b2627ee5 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 10
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6de2de1a-575c-4e1e-9d0a-3d1c11e63054 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Dynamic metastability in the self-attention model
Reference 11
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation dda437ef-3a67-48e5-b989-94ba373370ed · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Geshkovski, C
Reference 12
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 96d270ce-a7ef-4253-b27c-a66515fe1efd · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Geshkovski, C
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e747080b-7320-42f0-ad3e-f34a870e2727 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Haber and L
Reference 14
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 6f799ef7-e08d-4e03-90ab-7d3b2d090e1b · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Hofbauer and K
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9048051c-f28e-464e-8bd3-10d2a3a6d2d2 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation f0e750de-e0ef-47a3-9193-df33d16e2ee4 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Karagodin, S
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2f9509f4-8ff8-47f5-8e83-ebd97b847284 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Embedding Capabilities of Neural ODEs
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 4c22cadc-904e-441d-a5bf-d6bec8268e3c · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Kuehn and S.-V
Reference 19
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation fe41e0d1-034e-4fc9-b6d3-1a09cb748fc6 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Kuramoto.Chemical Oscillations, Waves, and Turbulence
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ed1bad2a-f3f2-4a3f-8dfc-545821aa4eb6 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 21
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 9a670fa1-635e-4f23-9aaa-81b9d23a26a1 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Pikovsky, M
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 2d5c926c-731e-49d3-a9ee-fff62b830b3d · outbound
Spectral Selection in Symmetric Self-Attention Dynamics arXiv, ://arxiv.org/abs/2512.01868, arXiv:2512.01868 [cs], doi:10.48550/arXiv.2512.01868
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 80e85049-a813-460a-8fa9-4743a43e953b · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Ruthotto and E
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 1183879f-81c5-4099-93fb-df4ffed1e771 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation ddf89ed8-1e03-40a8-8bcd-16212c77c977 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Unresolved cited work
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 0654f868-03fb-40e6-bd18-0abd78b91ec6 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Strogatz
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation be6e8bad-5fe9-4b65-b96a-fc815a0793ce · outbound
Spectral Selection in Symmetric Self-Attention Dynamics LLaMA: Open and Efficient Foundation Language Models
Reference 28
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation 43d137ec-1939-482e-9a01-3d0ff9d819b0 · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Vaswani, N
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation acb50a92-905e-4702-89ca-06498fa3c74b · outbound
Spectral Selection in Symmetric Self-Attention Dynamics Zhang and R
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.
Observation e14fdb82-c8f9-494c-8411-bc32b7a8c8e0 · inbound
Self-Attention Dynamics with Rotary Position Embeddings: Twisted States and Explicit Consensus Rates on the Sphere Spectral Selection in Symmetric Self-Attention Dynamics
Reference 13
Source-reported events for the cited work
Unavailable: canonical work link unavailable.