Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T14:55:22.520163Z
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 46 of 46 outbound references and 1 inbound Pith citation observation for arXiv:2507.17352.
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 2026-08-06T14:55:22.520163Z
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 2026-08-05T21:09:37.377820Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T21:09:37.500367Z
46 of 46 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 01b17e30-af77-41db-abd7-70178590f8b3 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Toward 6G networks: Use cases and technologies,
Reference 1
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 80a13876-2d6e-4b79-8860-00c4f7ced29b · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications On the road to 6G: Visions, requirements, key technologies, and testbeds,
Reference 2
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 cf3701cd-50f6-416b-ae7b-6011182f0521 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Tech- niques for measuring quality of experience,
Reference 3
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 15e19fac-c5ca-4047-a5de-96da9d035604 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Towards a QoE model to evaluate holographic augmented reality devices,
Reference 4
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 1103a32e-e73a-4264-9cd2-08947836b493 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications QoE-driven data communication framework for consumer electronics in tele-healthcare system,
Reference 5
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 9338b273-a589-4dc2-9518-711c45b24674 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications QoE in video transmission: A user experience-driven strategy,
Reference 6
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 0ed4e493-a98f-44fc-a1d9-1ba7087d6406 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications QoE-oriented mobile virtual reality game in distributed edge networks,
Reference 7
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 42339870-325b-4e1b-a260-7eeba24717db · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications From semantic communication to 13 semantic-aware networking: Model, architecture, and open problems,
Reference 8
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 0ed833d4-8a7b-4593-b8f8-2886f7fb55ec · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Semantic communications for future internet: Fundamentals, applications, and challenges,
Reference 9
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 5ac559e5-7b17-4491-8a0b-aafaaebd105c · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications The jpeg still picture compression standard,
Reference 10
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 d98583b9-29ed-4c7a-b975-5bc42994d45b · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Overview of the h. 264/avc video coding standard,
Reference 11
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 5ddbd3dc-7976-4c3f-a600-e56ff41c1214 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Error detecting and error correcting codes,
Reference 12
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 08b7ed06-a0f3-46f3-b9b3-0751e9dee2de · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Convolutional codes and their performance in communica- tion systems,
Reference 13
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 cfc1e383-a4d0-49ed-8c0d-a76e0d244d81 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Near shannon limit error- correcting coding and decoding: Turbo-codes. 1,
Reference 14
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 9f29309c-4de2-4c20-9c0e-5af0b38aa771 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Design of capacity-approaching irregular low-density parity-check codes,
Reference 15
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 35cb027a-7ee3-41e1-b72c-05c254a9bd65 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Rescue: Links- on-the-fly technology for robust, efficient and smart communication in unpredictable environments,
Reference 16
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 74fdf296-4656-4c22-a752-ca604136c2e8 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Link budget and radio coverage design for various multipath urban communication links,
Reference 17
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 bb03804d-9c7b-429b-87a2-edb0b77ad987 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Understanding link budget in wireless com- munication,
Reference 18
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 71f5a3d0-0af3-4bec-91c8-efbc06228c01 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Wireless communication technologies for iot in 5g: Vision, applications, and challenges,
Reference 19
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 2922eefa-9eaa-40e2-b5d2-50e73ef30a97 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications An overview of emergency communication networks,
Reference 20
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 1540191c-e7ba-41b8-b468-2a0ed3cebcf6 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Beyond transmitting bits: Context, seman- tics, and task-oriented communications,
Reference 21
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 7d6cc434-3422-4631-8a59-5af065c4ca76 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Gen- erative semantic communications with foundation models: Perception- error analysis and semantic-aware power allocation,
Reference 22
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 538af1a1-83b3-4546-b4e0-c8a955bf4bc2 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications ResiTok: A Resilient Tokenization-Enabled Framework for Ultra-Low-Rate and Robust Image Transmission
Reference 23
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 7b003105-5504-4b92-a008-b2177ae6ad43 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,
Reference 24
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 71e53f82-8469-46ce-910e-5f7894869c6d · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Large generative AI models for telecom: The next big thing?
Reference 25
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 9b0f6a28-ce0a-4bde-a54a-5f3a4df7cc41 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Learning transferable visual models from natural language supervision,
Reference 26
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 ab5a6ef5-9123-4c5a-9125-880e55ea91ee · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Language mod- els are few-shot learners,
Reference 27
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 84e414e3-f709-4c5c-b66e-6be756bbe6c6 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications High-resolution image synthesis with latent diffusion models,
Reference 28
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 663f30c2-95d5-4577-bc68-5b567bea1e3e · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Adding conditional control to text-to-image diffusion models,
Reference 29
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 d210c17d-a821-4699-a9ea-31efa2a02fab · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild,
Reference 30
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 a123cc09-4288-4b15-a1ba-82cee8c787d0 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Deep joint source- channel coding for wireless image transmission,
Reference 31
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 3ee6a017-0cad-4c02-9e66-745e2a6ee99d · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Semantic communication systems for speech transmission,
Reference 32
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 5b09b2d2-3b18-4559-a5b8-240ae968e212 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Generative joint source-channel coding for semantic image transmission,
Reference 33
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 87cc5f77-a803-46bb-9e7e-01851c777950 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Multimodal se- mantic communication for generative audio-driven video conferencing,
Reference 34
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 13ad9e1a-d98b-46e7-a66f-2935acba3d67 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Semantic-Aware Power Allocation for Generative Semantic Communications with Foundation Models
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ecba1394-a2db-4975-870b-7c8b5e09e0f7 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Latency-aware generative semantic communications with pre-trained diffusion models,
Reference 36
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 eb75d92a-5d0f-478a-8b67-e383aa930018 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Separate Source Channel Coding Is Still What You Need: An LLM-based Rethinking
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 350ff43f-a014-45a4-bbda-c3fd34b67a17 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Auto-split: A general framework of collaborative edge-cloud AI,
Reference 38
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 e44fa065-a785-40d4-82f5-efe03ff20ab9 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Data-Importance-Aware Power Allocation for Adaptive Semantic Communication in Computer Vision Applications
Reference 39
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 a92a686e-c444-4c5c-a709-625a8fadcad7 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Goldsmith, Wireless Communications
Reference 40
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 48723766-d210-49d2-99cb-a22f75300277 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Data-importance-aware waterfilling for adaptive real-time communication in computer vision applications,
Reference 41
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 781c2872-24c2-45d1-8f0f-0774bd841785 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Diffbir: Toward blind image restoration with generative diffusion prior,
Reference 42
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 53fc2f7c-06e9-4ad4-b794-c9f511d93271 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Making a “completely blind
Reference 43
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 13c92a62-1363-43a3-8f48-f8ed8e870057 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Recent contributions to the mathematical theory of com- munication,
Reference 44
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 d122c4d6-99ae-42b7-a7dd-23b0dcebb262 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Boyd and L
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 02a0107f-39b8-497d-8c83-536680401613 · outbound
LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Data-Importance-Aware Waterfilling for Adaptive Real-Time Communication in Computer Vision Applications
Reference 2025
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 9e16b19e-2e20-4851-96d8-ed5e7a15f534 · inbound
Inference-Driven Uplink for 6G: Architecture, Principles, and Challenges LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications
Reference 16
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.