Paper Citation Record · LEDGER

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 6 inbound Pith citation observations for arXiv:2505.23275.

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

pith.paper-citation-record.v1
2505.23275 v1

Coverage vector

measured 15 of 15 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:52:43.503489Z

measured 21 of 21 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:47:57.536149Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-25T07:40:29.124853Z

Reference resolution

15 of 15 outbound references displayed

verified exact0
verified fuzzy8
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ece21f9f-633a-43c6-9300-958f80c86e96 · outbound

This paper cites Benchmarking Reasoning Robustness in Large Language Models.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Benchmarking Reasoning Robustness in Large Language Models

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:41.500608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bae500fc-1112-4425-9d70-3ef91693b469 · outbound

This paper cites The Internet of Large Language Models: An Orchestration Framework for LLM Training and Knowledge Exchange Toward Artificial General Intelligence.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception The Internet of Large Language Models: An Orchestration Framework for LLM Training and Knowledge Exchange Toward Artificial General Intelligence

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:41.621182Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa0ae9fa-d8e0-4a53-909a-ee3db0929a58 · outbound

This paper cites Semantic communications for future internet: Fundamentals, applications, and challenges,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:41.737946Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 80bd2e27-be6f-4df7-ba41-d1795aef326d · outbound

This paper cites Compression ratio learning and semantic communications for video imaging,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Compression ratio learning and semantic communications for video imaging,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:45.816468Z

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.

Observation d7eac060-1ca2-4b63-86ef-aafd8b945329 · outbound

This paper cites Multimodal semantic communication accelerated bidirectional caching for 6g mec,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Multimodal semantic communication accelerated bidirectional caching for 6g mec,

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:45.566073Z

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.

Observation 38f47b3e-ace7-4142-987b-d54b6bf574b0 · outbound

This paper cites Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Retrieval-Augmented Perception: High-Resolution Image Perception Meets Visual RAG

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:42.077508Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a88dd30a-e9f5-4f54-a100-05708d7a2672 · outbound

This paper cites Semantic communications for artificial intelligence generated content (aigc) toward effective content creation,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Semantic communications for artificial intelligence generated content (aigc) toward effective content creation,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:45.287263Z

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.

Observation 3ed1641f-dc42-4979-841d-6ed486122b67 · outbound

This paper cites Semantic communication for multi-modal data transmission,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Semantic communication for multi-modal data transmission,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:45.033286Z

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.

Observation d9b09528-9329-4b80-9e87-fb7020e3b1ed · outbound

This paper cites Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:42.564827Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ed5d0226-70a7-48cd-82a4-a61abcc65d78 · outbound

This paper cites Hierarchy- aware and channel-adaptive semantic communication for bandwidth- limited data fusion,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Hierarchy- aware and channel-adaptive semantic communication for bandwidth- limited data fusion,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:44.761723Z

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.

Observation 508762b4-af41-47d0-94e3-f124c1a95635 · outbound

This paper cites Task-oriented multi- user semantic communications,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Task-oriented multi- user semantic communications,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:42.903025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38223ded-be32-493c-8451-a1eb6b687ab0 · outbound

This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Retrieval-Augmented Generation for Large Language Models: A Survey

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T12:52:43.080545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f5e6f636-7556-4ece-ac12-cb7edfaf92b4 · outbound

This paper cites When, what, and with whom to communicate: Enhancing rl-based multi-robot navigation through selective communication,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception When, what, and with whom to communicate: Enhancing rl-based multi-robot navigation through selective communication,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:44.433144Z

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.

Observation 10deebfd-a039-4699-8c93-16d6a9526875 · outbound

This paper cites Knowledge graph-enhanced multi-agent reinforce- ment learning for adaptive scheduling in smart manufacturing,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Knowledge graph-enhanced multi-agent reinforce- ment learning for adaptive scheduling in smart manufacturing,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:44.160989Z

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.

Observation e4cecaa7-b8b7-41bb-b4ac-e497fbbc259d · outbound

This paper cites Maplm: A real-world large-scale vision- language benchmark for map and traffic scene understanding,.

Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception Maplm: A real-world large-scale vision- language benchmark for map and traffic scene understanding,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T12:52:43.834117Z

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.

Pith citing papers

Observation 45656459-89b9-496c-b4e3-40d6394395bc · inbound

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs cites this paper.

UAVs Meet Agentic AI: A Multidomain Survey of Autonomous Aerial Intelligence and Agentic UAVs Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Reference 215

Resolution: unresolved; no resolver link, observed 2026-08-07T05:47:57.536149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b118d3d5-05d0-43dd-9eb9-03df0760b4f0 · inbound

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration cites this paper.

Toward Edge General Intelligence with Multiple-Large Language Model (Multi-LLM): Architecture, Trust, and Orchestration Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Reference 176

Resolution: unresolved; no resolver link, observed 2026-08-06T21:16:15.013717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b2d4d238-7128-45c6-98ae-8f8e63cc39e4 · inbound

Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs cites this paper.

Talk Less, Fly Lighter: Autonomous Semantic Compression for UAV Swarm Communication via LLMs Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-05-25T07:40:29.127833Z

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.

Observation 80ad59d3-b350-4043-b094-055b4552b682 · inbound

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions cites this paper.

Toward Edge General Intelligence with Agentic AI and Agentification: Concepts, Technologies, and Future Directions Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Reference 139

Resolution: unresolved; no resolver link, observed 2026-08-05T16:20:59.733404Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d158b090-8398-43ee-bbf6-51373cca15e5 · inbound

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial cites this paper.

Large Language Models for Next-Generation Wireless Network Management: A Survey and Tutorial Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Reference 190

Resolution: unresolved; no resolver link, observed 2026-08-05T04:50:32.234678Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf9e1434-0dd5-44ed-9b6f-bc85e685f609 · inbound

Agentic AI for ISAC: Analysis, Framework, and Case Study cites this paper.

Agentic AI for ISAC: Analysis, Framework, and Case Study Wireless Agentic AI with Retrieval-Augmented Multimodal Semantic Perception

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-03T15:58:27.101067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.