Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2409.03621.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T15:22:32.995911Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-15T22:06:43.343723Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation ffff6f4b-1f6c-45a2-a571-6f65c09eece1 · inbound
SVAgent: AI Agent for Hardware Security Verification Assertion Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4616089-20a5-497c-8a4a-67aef162a28a · inbound
Multimodal LLMs as Customized Reward Models for Text-to-Image Generation Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers
Reference 5
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c5d1750a-8c48-42ff-ad2e-630a956368ad · inbound
Interpreting Multi-Branch Anti-Spoofing Architectures: Correlating Internal Strategy with Empirical Performance Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers
Reference 26
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ed09a292-9847-47da-8090-0031182c1c0a · inbound
Isotropy Cliffs: The Geometric Signature of Decision-Making in Large Language Models Attend First, Consolidate Later: On the Importance of Attention in Different LLM Layers
Reference 70
Source-reported events for the cited work
Unavailable: canonical work link unavailable.