Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
When Vision-Language Model (VLM) Meets Beam Prediction: A Multimodal Contrastive Learning Framework
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2508.00456.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-03T10:44:48.518445Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-06-27T05:20:35.743021Z
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 a612cdff-fd0e-403b-9c87-108f90996f64 · inbound
WiFo-M$^2$: Empower Wireless Communications With Plug-and-Play Environment Sensing via Foundation Model cites this paper.
WiFo-M$^2$: Empower Wireless Communications With Plug-and-Play Environment Sensing via Foundation Model When Vision-Language Model (VLM) Meets Beam Prediction: A Multimodal Contrastive Learning Framework
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T10:44:48.518445Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 38364bbc-f697-42bf-9621-61e5c40e28e1 · inbound
From Traditional Automation to Embodied Wireless Intelligence: Vision-Language-Action Empowered Physics-Aware Communication Networks cites this paper.
From Traditional Automation to Embodied Wireless Intelligence: Vision-Language-Action Empowered Physics-Aware Communication Networks When Vision-Language Model (VLM) Meets Beam Prediction: A Multimodal Contrastive Learning Framework
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-06-27T05:20:35.744785Z
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 a4d57947-91f8-4632-882d-890f4bbe7305 · inbound
From Traditional Automation to Embodied Wireless Intelligence: Vision-Language-Action Empowered Physics-Aware Communication Networks cites this paper.
From Traditional Automation to Embodied Wireless Intelligence: Vision-Language-Action Empowered Physics-Aware Communication Networks When Vision-Language Model (VLM) Meets Beam Prediction: A Multimodal Contrastive Learning Framework
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:40:45.023290Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.