Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:53:54.779156Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 15 of 15 outbound references and 2 inbound Pith citation observations for arXiv:2505.23249.
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, observed 2026-08-07T12:53:54.779156Z
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 2026-08-03T14:59:16.618846Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-07-02T20:27:22.559993Z
15 of 15 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 73aafd59-8ab8-498d-9797-3805318c736a · outbound
Context-Aware Semantic Communication for the Wireless Networks Semantic communications for future internet: Fundamentals, applications, and challenges,
Reference 1
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 8d041974-7f6b-41b2-b06d-197818f41ebb · outbound
Context-Aware Semantic Communication for the Wireless Networks Context-aware wireless sensor networks for assisted living and residential monitoring,
Reference 2
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 629ff3e5-d0a1-488e-8cf9-968f779ff8c5 · outbound
Context-Aware Semantic Communication for the Wireless Networks Mixture of Experts for Network Optimization: A Large Language Model-enabled Approach
Reference 3
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e18d6bb4-f936-471c-9225-4ab8f2895dbb · outbound
Context-Aware Semantic Communication for the Wireless Networks Adapting llm agents with universal feedback in communication,
Reference 4
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 b5b6a678-9ed0-4fe2-a6bf-6e54cab7642e · outbound
Context-Aware Semantic Communication for the Wireless Networks Context-aware network selection in heterogeneous wireless networks,
Reference 5
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 69bce0ba-f3cf-40e6-9cde-479bc865ea97 · outbound
Context-Aware Semantic Communication for the Wireless Networks Context-aware beam tracking for 5g mmwave v2i communications,
Reference 6
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 ff4459af-3d7a-47e6-88fd-4812fddda237 · outbound
Context-Aware Semantic Communication for the Wireless Networks Extended context-based semantic communication system for text transmission,
Reference 7
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 4d5f809d-ffc2-4fed-b1e9-62ed0ccca0dc · outbound
Context-Aware Semantic Communication for the Wireless Networks Large ai model empowered multimodal semantic communications,
Reference 8
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 c2021ffb-b94c-4c6b-b9a5-79baf60ee63a · outbound
Context-Aware Semantic Communication for the Wireless Networks Toward mixture-of-experts enabled trustworthy semantic communication for 6g networks,
Reference 9
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 a692e6d8-1b6e-4275-a29a-0a7e3435aa1f · outbound
Context-Aware Semantic Communication for the Wireless Networks From semantic communication to semantic-aware networking: Model, architecture, and open problems,
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8c45922e-b3b0-4a71-9109-8e0cd64d4811 · outbound
Context-Aware Semantic Communication for the Wireless Networks Semantic communications for artificial intelligence generated content (aigc) toward effective content creation,
Reference 11
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 c08716d1-c449-4a40-9d3c-fe3fb906735b · outbound
Context-Aware Semantic Communication for the Wireless Networks ImageReward: Learning and Evaluating Human Preferences for Text- to-Image Generation,
Reference 12
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 ac8be103-d05a-48b7-87d7-5d7b97846dd1 · outbound
Context-Aware Semantic Communication for the Wireless Networks On the Mathematical Properties of the Structural Similarity Index,
Reference 13
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 a62a4bfa-e7db-4a75-8d7e-19f19bc3d249 · outbound
Context-Aware Semantic Communication for the Wireless Networks Dqn-based predictive spectrum handoff via hybrid priority queuing model,
Reference 14
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 bebe6897-647f-489e-9fc7-b17bec5c0ba5 · outbound
Context-Aware Semantic Communication for the Wireless Networks Deep learning enabled semantic communication systems,
Reference 15
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 2e173459-3eb3-43e0-998e-d3517a7b9df0 · inbound
Wireless Copilot: An AI-Powered Partner for Navigating Next-Generation Wireless Complexity Context-Aware Semantic Communication for the Wireless Networks
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 41c50675-f2c4-42d9-94da-0fcd348e2dfc · inbound
Belief-Aware Scheduling for Predictive Wildfire Hazard Mapping under Sparse-Window Telemetry Context-Aware Semantic Communication for the Wireless Networks
Reference 3
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.