Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications
As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2503.05346.
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 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:13:56.306740Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-17T00:41:23.956737Z
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 39b15b7f-dad8-4bb8-9af6-c509e61dd040 · inbound
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications cites this paper.
From Large AI Models to Agentic AI: A Tutorial on Future Intelligent Communications AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications
Reference 123
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:13:56.306740Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7c2210dc-44c8-4272-8c3f-670819f76dae · inbound
iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols cites this paper.
iPanda: An LLM-based Agent for Automated Conformance Testing of Communication Protocols AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:23:58.880686Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 57eb1164-b31a-4f85-899d-a4f80108c1e6 · inbound
ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild cites this paper.
ProAgent: Harnessing On-Demand Sensory Contexts for Proactive LLM Agent Systems in the Wild AutoIOT: LLM-Driven Automated Natural Language Programming for AIoT Applications
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-17T00:41:23.958657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.