Paper Citation Record · LEDGER

LLM-Empowered Resource Allocation in Wireless Communications Systems

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 11 inbound Pith citation observations for arXiv:2408.02944.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2408.02944 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 11 of 11 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 11 of 11 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T17:25:31.483935Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T18:40:03.515449Z

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 23200109-66cd-4615-a959-8b8754b60899 · inbound

Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model cites this paper.

Towards Wireless Native Big AI Model: The Mission and Approach Differ From Large Language Model LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-11T17:25:31.483935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation efcd045d-99fd-4832-8437-9ff6d4fa28a4 · inbound

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions cites this paper.

A Survey on Large Language Models for Communication, Network, and Service Management: Application Insights, Challenges, and Future Directions LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 135

Resolution: unresolved; no resolver link, observed 2026-08-11T14:15:31.889533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2e3ddd60-2b0f-415b-b7a9-65504840149f · inbound

Large Language Model Enabled Multi-Task Physical Layer Network cites this paper.

Large Language Model Enabled Multi-Task Physical Layer Network LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-10T23:20:15.262952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fba71dd5-018f-42e3-bc91-567e437b6aeb · 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 LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 156

Resolution: unresolved; no resolver link, observed 2026-08-07T13:13:58.846590Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 26ffdec0-357c-4dd5-bcbd-7fba42523006 · inbound

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving cites this paper.

A Systematic Survey on Large Language Models for Evolutionary Optimization: From Modeling to Solving LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 226

Resolution: unresolved; no resolver link, observed 2026-08-04T20:55:41.954952Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cbb9a9e-9647-451e-a39a-02cc1fcfd0f1 · inbound

BERT4beam: Large AI Model Enabled Generalized Beamforming Optimization cites this paper.

BERT4beam: Large AI Model Enabled Generalized Beamforming Optimization LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T17:14:56.060119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5231956-d224-4e1a-aa95-8875ba073b4b · inbound

LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach cites this paper.

LLM-Empowered Agentic MAC Protocols: A Dynamic Stackelberg Game Approach LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-04T10:19:33.897415Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e99cf15a-209a-452a-99a2-817e2eeb1fb2 · inbound

Agentic Link Construction for Environment and Intent Aware 6G Communication cites this paper.

Agentic Link Construction for Environment and Intent Aware 6G Communication LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-18T00:45:33.146930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 837bbe59-8696-4862-80cf-042f25d76b54 · inbound

Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows cites this paper.

Reflection-Driven Self-Optimization 6G Agentic AI RAN via Simulation-in-the-Loop Workflows LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-17T01:23:49.516239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cd7f269a-6ee9-43f1-b7c6-d320aa65cbfe · inbound

Explainable AI for Next-Generation Wireless Physical Layer: Basics, State-of-the-Art, and Open Challenges cites this paper.

Explainable AI for Next-Generation Wireless Physical Layer: Basics, State-of-the-Art, and Open Challenges LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 267

Resolution: verified exact; arxiv_id, observed 2026-07-04T18:40:03.517065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation cb5d7a84-fb5a-4ef6-936f-384c60f1912e · inbound

Harnessing Large Language Models for Intelligent Resource Allocation in the Internet of Everything cites this paper.

Harnessing Large Language Models for Intelligent Resource Allocation in the Internet of Everything LLM-Empowered Resource Allocation in Wireless Communications Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T12:33:16.901565Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.