Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
As of 23 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 7 inbound Pith citation observations for arXiv:2403.02579.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-10T19:11:41.763940Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-03T13:58:22.008898Z
Reference resolution
0 of 0 outbound references displayed
- verified exact0
- verified fuzzy0
- unresolved0
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
No outbound reference observations are available for this paper version.
Pith citing papers
Observation 042d2b6a-8e72-4c2e-bde1-5dbf9f69852d · inbound
The Geometry of Tokens in Internal Representations of Large Language Models cites this paper.
The Geometry of Tokens in Internal Representations of Large Language Models Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-10T19:11:41.763940Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 45d65e66-54e7-4d67-a771-1c01e66d1b2a · inbound
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation cites this paper.
Two failure modes of deep transformers and how to avoid them: a unified theory of signal propagation at initialisation Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T02:44:32.184624Z
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 2e3fae44-e889-45c2-ac57-1e1517f784b5 · inbound
Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs cites this paper.
Physics- and geometry-aware spatio-spectral graph neural operator for time-independent and time-dependent PDEs Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:59:36.848800Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17465e48-62c3-4130-a215-f56782bdcdb2 · inbound
Attention's forward pass and Frank-Wolfe cites this paper.
Attention's forward pass and Frank-Wolfe Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T21:05:00.970224Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6b365de0-58cb-4a80-8899-ab625227a689 · inbound
Critical attention scaling in long-context transformers cites this paper.
Critical attention scaling in long-context transformers Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 2024
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T11:23:28.474637Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f09627a6-1d7f-4895-afee-e47c403c04b4 · inbound
A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention cites this paper.
A Unified Framework for Critical Scaling of Inverse Temperature in Self-Attention Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-14T19:57:53.483751Z
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 c49d2b24-74b1-4b73-9d82-9192eb860e96 · inbound
Quantizing Time-Series Models As Dynamical Systems: Trajectory-Based Quantization Sensitivity Score cites this paper.
Quantizing Time-Series Models As Dynamical Systems: Trajectory-Based Quantization Sensitivity Score Geometric Dynamics of Signal Propagation Predict Trainability of Transformers
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:58:22.010623Z
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.