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Paper Citation Record · LEDGER

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications

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.

pith.paper-citation-record.v1
2507.17352 v1

Coverage vector

measured 46 of 46 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T14:55:22.520163Z

measured 47 of 47 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T21:09:37.377820Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T21:09:37.500367Z

Reference resolution

46 of 46 outbound references displayed

  • verified exact2
  • verified fuzzy38
  • unresolved5
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 01b17e30-af77-41db-abd7-70178590f8b3 · outbound

This paper cites Toward 6G networks: Use cases and technologies,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Toward 6G networks: Use cases and technologies,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.892640Z

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.

source=pdf_text observed=2026-08-06T14:55:22.410723Z digest=sha256:e0fbc62b5cf00680d2bb8bb8b26a0d2484c1d0ebc55bbfc16ebdc1b946a9c39f

Observation 80a13876-2d6e-4b79-8860-00c4f7ced29b · outbound

This paper cites On the road to 6G: Visions, requirements, key technologies, and testbeds,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications On the road to 6G: Visions, requirements, key technologies, and testbeds,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.885280Z

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.

source=pdf_text observed=2026-08-06T14:55:22.413938Z digest=sha256:0c6653172adf6dc85fe8aa09a3cc64cfffe7e89cbd402582b7fcc3cca5e25ad9

Observation cf3701cd-50f6-416b-ae7b-6011182f0521 · outbound

This paper cites Tech- niques for measuring quality of experience,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Tech- niques for measuring quality of experience,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.877944Z

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.

source=pdf_text observed=2026-08-06T14:55:22.416565Z digest=sha256:5a6f61fd18b22c8882cadc4573ff4d19e2306e2de8f22ec4bb17747a9715109b

Observation 15e19fac-c5ca-4047-a5de-96da9d035604 · outbound

This paper cites Towards a QoE model to evaluate holographic augmented reality devices,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Towards a QoE model to evaluate holographic augmented reality devices,

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.870792Z

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.

source=pdf_text observed=2026-08-06T14:55:22.419361Z digest=sha256:55fc226f12c1abd8a8c65359d09bea0de5a905ee181684912192ed33961f4079

Observation 1103a32e-e73a-4264-9cd2-08947836b493 · outbound

This paper cites QoE-driven data communication framework for consumer electronics in tele-healthcare system,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications QoE-driven data communication framework for consumer electronics in tele-healthcare system,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.863920Z

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.

source=pdf_text observed=2026-08-06T14:55:22.421884Z digest=sha256:73a2ca134c0fc72c6d2b38bdeb12061720fcebebcb39eb2fe39d0fa46fe0cf60

Observation 9338b273-a589-4dc2-9518-711c45b24674 · outbound

This paper cites QoE in video transmission: A user experience-driven strategy,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications QoE in video transmission: A user experience-driven strategy,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.856911Z

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.

source=pdf_text observed=2026-08-06T14:55:22.424473Z digest=sha256:af9f4590e393b3b833e7eea51488d19f1a20d533aee3aa54356d90f5eb5809cd

Observation 0ed4e493-a98f-44fc-a1d9-1ba7087d6406 · outbound

This paper cites QoE-oriented mobile virtual reality game in distributed edge networks,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications QoE-oriented mobile virtual reality game in distributed edge networks,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.849636Z

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.

source=pdf_text observed=2026-08-06T14:55:22.427147Z digest=sha256:52eab1e26f67e80f672a3e48174a4d92ec6d694790a06ee6409d7d0c7c45c5da

Observation 42339870-325b-4e1b-a260-7eeba24717db · outbound

This paper cites From semantic communication to 13 semantic-aware networking: Model, architecture, and open problems,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.842359Z

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.

source=pdf_text observed=2026-08-06T14:55:22.429730Z digest=sha256:b2c1db1ed8b80956e9edb965df3ccc36feaa9191abfdce6f51db110d52c07560

Observation 0ed833d4-8a7b-4593-b8f8-2886f7fb55ec · outbound

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

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.835213Z

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.

source=pdf_text observed=2026-08-06T14:55:22.431966Z digest=sha256:6a53398243bf5942450260cf6692ce1aad1de620bc800d3c8fb9d47e8119f146

Observation 5ac559e5-7b17-4491-8a0b-aafaaebd105c · outbound

This paper cites The jpeg still picture compression standard,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications The jpeg still picture compression standard,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.827673Z

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.

source=pdf_text observed=2026-08-06T14:55:22.434444Z digest=sha256:38add583d59e664b022a93e5ef4b70a6ac641af72b856db52f0ce9ae1839e3ed

Observation d98583b9-29ed-4c7a-b975-5bc42994d45b · outbound

This paper cites Overview of the h. 264/avc video coding standard,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Overview of the h. 264/avc video coding standard,

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.820318Z

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.

source=pdf_text observed=2026-08-06T14:55:22.436825Z digest=sha256:176a85918cda41910b46cc3b29ba1c9030010176ab1d18b75928bc547c7e8cbd

Observation 5ddbd3dc-7976-4c3f-a600-e56ff41c1214 · outbound

This paper cites Error detecting and error correcting codes,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Error detecting and error correcting codes,

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.813238Z

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.

source=pdf_text observed=2026-08-06T14:55:22.439266Z digest=sha256:3723f091dd7f9d16a1cc1d8cb8ae488a4a5a59ef9009106b61ed476bd593aec7

Observation 08b7ed06-a0f3-46f3-b9b3-0751e9dee2de · outbound

This paper cites Convolutional codes and their performance in communica- tion systems,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Convolutional codes and their performance in communica- tion systems,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.806129Z

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.

source=pdf_text observed=2026-08-06T14:55:22.441644Z digest=sha256:8413f374dd39bb5cf01b2eda4af07f110b502225363542b386c1deeca3eb4848

Observation cfc1e383-a4d0-49ed-8c0d-a76e0d244d81 · outbound

This paper cites Near shannon limit error- correcting coding and decoding: Turbo-codes. 1,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Near shannon limit error- correcting coding and decoding: Turbo-codes. 1,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.798963Z

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.

source=pdf_text observed=2026-08-06T14:55:22.443999Z digest=sha256:61d5d0044df3f94d04a477d126515256c6e8c035d9cc1d12d574805a7fef05f4

Observation 9f29309c-4de2-4c20-9c0e-5af0b38aa771 · outbound

This paper cites Design of capacity-approaching irregular low-density parity-check codes,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Design of capacity-approaching irregular low-density parity-check codes,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.791448Z

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.

source=pdf_text observed=2026-08-06T14:55:22.446268Z digest=sha256:ff54fff887b2b4147693d370565b3bdcdd4dbaab06b12ac3027cac7c9ae73092

Observation 35cb027a-7ee3-41e1-b72c-05c254a9bd65 · outbound

This paper cites Rescue: Links- on-the-fly technology for robust, efficient and smart communication in unpredictable environments,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.783920Z

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.

source=pdf_text observed=2026-08-06T14:55:22.448540Z digest=sha256:8f4795a1ac32badcfc750899e462a1971b6745bd07e0d7af409bc48b3d6fa933

Observation 74fdf296-4656-4c22-a752-ca604136c2e8 · outbound

This paper cites Link budget and radio coverage design for various multipath urban communication links,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Link budget and radio coverage design for various multipath urban communication links,

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.776592Z

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.

source=pdf_text observed=2026-08-06T14:55:22.450705Z digest=sha256:a9b25170789e75dd203318974a935f7dfd5e608621bdfd151c5693fca1491791

Observation bb03804d-9c7b-429b-87a2-edb0b77ad987 · outbound

This paper cites Understanding link budget in wireless com- munication,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Understanding link budget in wireless com- munication,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.768935Z

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.

source=pdf_text observed=2026-08-06T14:55:22.453042Z digest=sha256:ea7cb3ccbfa5a228a0d7a3e60ee0d68f0e238ef570eaf7126440521751c7a438

Observation 71f5a3d0-0af3-4bec-91c8-efbc06228c01 · outbound

This paper cites Wireless communication technologies for iot in 5g: Vision, applications, and challenges,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Wireless communication technologies for iot in 5g: Vision, applications, and challenges,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.761390Z

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.

source=pdf_text observed=2026-08-06T14:55:22.455385Z digest=sha256:251dcc04c24fd98d3a4a1d069a3513cc75185d58de1ed0bd165ddf3356809481

Observation 2922eefa-9eaa-40e2-b5d2-50e73ef30a97 · outbound

This paper cites An overview of emergency communication networks,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications An overview of emergency communication networks,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.753790Z

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.

source=pdf_text observed=2026-08-06T14:55:22.457557Z digest=sha256:ddc5afb770ef3f1a09b0a369727970504a7d65044099e5296e80fe1671e07fc9

Observation 1540191c-e7ba-41b8-b468-2a0ed3cebcf6 · outbound

This paper cites Beyond transmitting bits: Context, seman- tics, and task-oriented communications,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Beyond transmitting bits: Context, seman- tics, and task-oriented communications,

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.745619Z

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.

source=pdf_text observed=2026-08-06T14:55:22.459938Z digest=sha256:9ad49ee81992fc7eddd6a8ec7af938a1e7ec8f4e267c3a8586752d33bed256a1

Observation 7d6cc434-3422-4631-8a59-5af065c4ca76 · outbound

This paper cites Gen- erative semantic communications with foundation models: Perception- error analysis and semantic-aware power allocation,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.738097Z

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.

source=pdf_text observed=2026-08-06T14:55:22.462284Z digest=sha256:9333b1e0111ebfe23a952371867ccd19947f638c692728372af44c290832a5dc

Observation 538af1a1-83b3-4546-b4e0-c8a955bf4bc2 · outbound

This paper cites ResiTok: A Resilient Tokenization-Enabled Framework for Ultra-Low-Rate and Robust Image Transmission.

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

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:55:22.590453Z

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.

source=pdf_text observed=2026-08-06T14:55:22.464529Z digest=sha256:028f8fe654103b001a35c2190249ec6caae76e9a16a67d45f6661f63f3d6e477

Observation 7b003105-5504-4b92-a008-b2177ae6ad43 · outbound

This paper cites Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Big AI models for 6G wireless networks: Opportunities, challenges, and research directions,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.729776Z

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.

source=pdf_text observed=2026-08-06T14:55:22.467126Z digest=sha256:e386ab1eae408885030ece4bb223a80bad482891ddd3b875a72d47550ce0c5d7

Observation 71e53f82-8469-46ce-910e-5f7894869c6d · outbound

This paper cites Large generative AI models for telecom: The next big thing?.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Large generative AI models for telecom: The next big thing?

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.721887Z

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.

source=pdf_text observed=2026-08-06T14:55:22.469453Z digest=sha256:4ce2a89679383d73d50b97813d8afab6320f115eb55405d69ee9ba1fe578e20b

Observation 9b0f6a28-ce0a-4bde-a54a-5f3a4df7cc41 · outbound

This paper cites Learning transferable visual models from natural language supervision,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Learning transferable visual models from natural language supervision,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.714448Z

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.

source=pdf_text observed=2026-08-06T14:55:22.471848Z digest=sha256:a678fc4a274e6b4a16890d4997a46717e4a6fc7eacbf10a30ea850792b8cd6fa

Observation ab5a6ef5-9123-4c5a-9125-880e55ea91ee · outbound

This paper cites Language mod- els are few-shot learners,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Language mod- els are few-shot learners,

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:22.474288Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:22.474288Z digest=sha256:8d7500c6e8d4976f72aa3c55318ec2dedb2bcf09698b0a9eed67975433c10d52

Observation 84e414e3-f709-4c5c-b66e-6be756bbe6c6 · outbound

This paper cites High-resolution image synthesis with latent diffusion models,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications High-resolution image synthesis with latent diffusion models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.701683Z

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.

source=pdf_text observed=2026-08-06T14:55:22.476655Z digest=sha256:59d9d254641d844347cfd9c5cb6d5f69b3b6197293f58d152c59fe158e245e89

Observation 663f30c2-95d5-4577-bc68-5b567bea1e3e · outbound

This paper cites Adding conditional control to text-to-image diffusion models,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Adding conditional control to text-to-image diffusion models,

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.694260Z

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.

source=pdf_text observed=2026-08-06T14:55:22.478959Z digest=sha256:462a34850244f00a5036a5bf54ae71c4d8c550c21ca037b77cb18e71902ef5dd

Observation d210c17d-a821-4699-a9ea-31efa2a02fab · outbound

This paper cites Scaling up to excellence: Practicing model scaling for photo- realistic image restoration in the wild,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.686741Z

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.

source=pdf_text observed=2026-08-06T14:55:22.481252Z digest=sha256:1780076376c2f30094bb78a7d3e5d4526ddce4efe1a38ea310ffd9fd0694e599

Observation a123cc09-4288-4b15-a1ba-82cee8c787d0 · outbound

This paper cites Deep joint source- channel coding for wireless image transmission,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Deep joint source- channel coding for wireless image transmission,

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.678849Z

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.

source=pdf_text observed=2026-08-06T14:55:22.483542Z digest=sha256:f656c4845847225840b437767406cd7a32846c0ea604e5689b088bf92ee32339

Observation 3ee6a017-0cad-4c02-9e66-745e2a6ee99d · outbound

This paper cites Semantic communication systems for speech transmission,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Semantic communication systems for speech transmission,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.670646Z

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.

source=pdf_text observed=2026-08-06T14:55:22.485796Z digest=sha256:36dc0c33cc715d6911568832c2b225c228e907527ea76b9d5f84e2ed3947fe3c

Observation 5b09b2d2-3b18-4559-a5b8-240ae968e212 · outbound

This paper cites Generative joint source-channel coding for semantic image transmission,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Generative joint source-channel coding for semantic image transmission,

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.662985Z

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.

source=pdf_text observed=2026-08-06T14:55:22.488139Z digest=sha256:ef48017bf9805e463a21023993739e97ba05ccbbf30f742f6ec52ca5b14870f5

Observation 87cc5f77-a803-46bb-9e7e-01851c777950 · outbound

This paper cites Multimodal se- mantic communication for generative audio-driven video conferencing,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Multimodal se- mantic communication for generative audio-driven video conferencing,

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.655331Z

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.

source=pdf_text observed=2026-08-06T14:55:22.490311Z digest=sha256:ed137f7519fa578abc1d0e95e73253feca83afe47745628b060b652cb4b54b44

Observation 13ad9e1a-d98b-46e7-a66f-2935acba3d67 · outbound

This paper cites Semantic-Aware Power Allocation for Generative Semantic Communications with Foundation Models.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Semantic-Aware Power Allocation for Generative Semantic Communications with Foundation Models

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:22.492761Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:22.492761Z digest=sha256:16861f8fd45adec574df42e4a9cca05de9fccae9dcee75cfa3fac14e703a3d76

Observation ecba1394-a2db-4975-870b-7c8b5e09e0f7 · outbound

This paper cites Latency-aware generative semantic communications with pre-trained diffusion models,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Latency-aware generative semantic communications with pre-trained diffusion models,

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.647573Z

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.

source=pdf_text observed=2026-08-06T14:55:22.495538Z digest=sha256:92e355473291eb8d19f8b5dfa4d22d969f58f4a8357f590053c66aad9278225d

Observation eb75d92a-5d0f-478a-8b67-e383aa930018 · outbound

This paper cites Separate Source Channel Coding Is Still What You Need: An LLM-based Rethinking.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:22.497945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:22.497945Z digest=sha256:d3a6cb000e15afa65d7b003e7155762ae9e2bc783661271974ea1fc4aca600ca

Observation 350ff43f-a014-45a4-bbda-c3fd34b67a17 · outbound

This paper cites Auto-split: A general framework of collaborative edge-cloud AI,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Auto-split: A general framework of collaborative edge-cloud AI,

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.639929Z

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.

source=pdf_text observed=2026-08-06T14:55:22.500460Z digest=sha256:4457f6625fd0a2153db6b90841c5b4e1b55ba530898c8fcfb082ed8827e09fd0

Observation e44fa065-a785-40d4-82f5-efe03ff20ab9 · outbound

This paper cites Data-Importance-Aware Power Allocation for Adaptive Semantic Communication in Computer Vision Applications.

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

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:55:22.563188Z

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.

source=pdf_text observed=2026-08-06T14:55:22.502790Z digest=sha256:fd1dd382b66f565b2f999db88e76ea3d71874442b9ed7f31e95941887578d9fd

Observation a92a686e-c444-4c5c-a709-625a8fadcad7 · outbound

This paper cites Goldsmith, Wireless Communications.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Goldsmith, Wireless Communications

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:22.505356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:22.505356Z digest=sha256:2c5f0be3a74d3a6afd3b80c43bf65191167a4ce5a386a4542d4901d09f46ff86

Observation 48723766-d210-49d2-99cb-a22f75300277 · outbound

This paper cites Data-importance-aware waterfilling for adaptive real-time communication in computer vision applications,.

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.627291Z

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.

source=pdf_text observed=2026-08-06T14:55:22.507867Z digest=sha256:cd761745e436f4a31c379dab24fea100de00bb9494a51da61c03178150443445

Observation 781c2872-24c2-45d1-8f0f-0774bd841785 · outbound

This paper cites Diffbir: Toward blind image restoration with generative diffusion prior,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Diffbir: Toward blind image restoration with generative diffusion prior,

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.619326Z

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.

source=pdf_text observed=2026-08-06T14:55:22.512989Z digest=sha256:8459863a03d8e77545fd825eeb8ff8b9547f17a89d6e32debdbf512951eb2d98

Observation 53fc2f7c-06e9-4ad4-b794-c9f511d93271 · outbound

This paper cites Making a “completely blind.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Making a “completely blind

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.611625Z

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.

source=pdf_text observed=2026-08-06T14:55:22.515366Z digest=sha256:694dc48410eed7273ca67733874a7a63634ac2a7f4d42bf4d907354391788ab8

Observation 13c92a62-1363-43a3-8f48-f8ed8e870057 · outbound

This paper cites Recent contributions to the mathematical theory of com- munication,.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Recent contributions to the mathematical theory of com- munication,

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-06T14:55:22.603939Z

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.

source=pdf_text observed=2026-08-06T14:55:22.517792Z digest=sha256:9cf6d16d0b83f3e7d6aa7b57f3e64757eeea6bf89bb4a7ebea483fe89a2b947f

Observation d122c4d6-99ae-42b7-a7dd-23b0dcebb262 · outbound

This paper cites Boyd and L.

LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications Boyd and L

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-06T14:55:22.520163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T14:55:22.520163Z digest=sha256:e11c0fb04d96f5934ed9cf2a00ac4261c869714c9b9229723e742624fda4ed77

Observation 02a0107f-39b8-497d-8c83-536680401613 · outbound

This paper cites Data-Importance-Aware Waterfilling for Adaptive Real-Time Communication in Computer Vision Applications.

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

Resolution
metadata mismatch
local_arxiv, observed 2026-08-06T14:55:22.550172Z

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.

source=pdf_text observed=2026-08-06T14:55:22.510277Z digest=sha256:dce331ebbbf214ef7ea2d96b5d9ac80828a7a65abf7a040f89f9222788318429

Pith citing papers

Observation 9e16b19e-2e20-4851-96d8-ed5e7a15f534 · inbound

Inference-Driven Uplink for 6G: Architecture, Principles, and Challenges cites this paper.

Inference-Driven Uplink for 6G: Architecture, Principles, and Challenges LightCom: A Generative AI-Augmented Framework for QoE-Oriented Communications

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-05T21:09:37.586570Z

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.

source=arxiv_source observed=2026-08-05T21:09:37.377820Z digest=sha256:3069543ae5ad50b4e7a430d26a0d61531787f7d1f531d20c3a1c4c2cad0b67d1