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Paper Citation Record · LEDGER

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

As of 22 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 2026-08-22T06:32:14.747728+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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.410723Z digest=sha256:d1b935b4f40caa77a7d55c8a4ac03b443076fefb54256b9277e4907219d09187

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.413938Z digest=sha256:fe34045769fbf6eedcf8705c6cb0ca70947ab47c353415ffee41547106e53f2d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.416565Z digest=sha256:8588ca3cb33d4dc655192a3b00c73bea37c8585c6083744e2d5ae1e38f83a8bb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.419361Z digest=sha256:4a7fadb0a0e678f228aba8262c9753a8a7f59ff2493738c4b6995fed0c0b4184

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.421884Z digest=sha256:9e1e1e85ee9f3c6a3dfc7ddc08671299f0c78f4e1578e5823680f4d8e2bcfa24

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.424473Z digest=sha256:240a2589e179a6bb909040c962cf7c49b75f19594340c5c37c409cce190c9bb1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.427147Z digest=sha256:49e09b1d7e850c02b8ccef20372c76d58f697472888e7970cfed70d8bed745a5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.429730Z digest=sha256:cda7f37942a929fc6a9e0d06f315b4b744b7648291a841b86697b7551cae17d2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.431966Z digest=sha256:05c54b0d4d5a224e653d49efaac968bcc7a88fbb81ed71b945ad22d44f2a09d3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.434444Z digest=sha256:d9bd00d4a316bb0ac6a6eb8f5900c1aa059ce79def94d950694133c415648c24

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.436825Z digest=sha256:da44dd8273f0205fcfa7407e12397be7ed4776ef256bf3f14667834c03ac7b43

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.439266Z digest=sha256:ce93223905b694c09fb1e22ed79336fb5e8dfdde65a19b1386b619945ec181a4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.441644Z digest=sha256:fec214989b4c769a1261844e6bbfae34b5498a35250cb2d949d4e98b45aa7940

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.443999Z digest=sha256:01d7ccf1f210ece5b932cbd28903c35b46fd8a86430b8f5905dfb96e84ab4098

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.446268Z digest=sha256:16e7692b069a91632ee0f8fda0da5345cc3e4b8f24a835158682243ac5e9bb48

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.448540Z digest=sha256:32620a74fb0bb03b9d313796baf8c0fcdfa1e1d767635df4461c7c3a8e03282c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.450705Z digest=sha256:e17e51e3c127f68f5ad5e0d8c69656a637ceaadcb2033b694094898de76d5ef6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.453042Z digest=sha256:3e40e734e916654b14620f27ebb2a1f966a2550c53dcd2d0cbdbfbf670627b3c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.455385Z digest=sha256:9e39df89b9ca8d75f3a9082af3bb235363e3ebeb24aa59eb713b585d715027ca

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.457557Z digest=sha256:7456d2a8f08f06b399f12f71c04c969ce36c99d4b88bc56dea18d54f176eba71

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.459938Z digest=sha256:badf8b2c626d5d6d30eca539af8818d02748dce7939505a5e4c24d120e5913d4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.462284Z digest=sha256:6aa7d3be1cdc40a370aed841d24e0940dbe46ebbc7acc9f9786596b1b93ef1c2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.464529Z digest=sha256:5274c19919171db495092abb8c99ac8c4f1d7c175681eb6aff24e66ebfedcd10

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.467126Z digest=sha256:4bd2227c0e087005dd8706af2bbd72614df4b374fd9de24a75cb000ee4c97dc4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.469453Z digest=sha256:c239058368ee46a0cd7571876c9bf9feaf75518b18d80f80cf8b042ee7cc5974

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.471848Z digest=sha256:04999b079cc364ce2ab12291a0bddfb084ba2026e77787f9e8f914f472b95bc6

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=sha256:4f16210b4652e32e2bd88cb335409dc173eaa0a2f085eb31e6c3c1380511dcf0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.476655Z digest=sha256:f83ebfc01407284d34a1ef97cda2d8854b4504fd4a2dc2727f8eede0173b7be1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.478959Z digest=sha256:717e0d961a72c4f80a26d031db4bb5a2901f5154783c1221ca350a65a073ff02

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.481252Z digest=sha256:7e50bb8e4829fdb69dda6874bc0c9ad3a1710c5dc3abca6e83b81aef0bd76792

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.483542Z digest=sha256:172fde35a72d6b478c14536dd82363c9de8bdf3a9238d66b8a39374e2908c11b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.485796Z digest=sha256:0752755c1fc403a2adf5c86ae5aaa6d335d83ff2e057eea6be664594d748fb48

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.488139Z digest=sha256:4bcb6cd1153683d7e846656d2a4b34ad1fce77f3cc791f335def41462671f5b3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.490311Z digest=sha256:936d68825682a018862e10069f365e713f253c5b874d19202bcb1ef7bf483b21

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=sha256:847d8b1ef76bb00242b933a100f418465ee58c379432f98d93139a485454e2bf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.495538Z digest=sha256:d2bf2ac44912a8d57198c87f2e437043e5ae52d5b1c3fcfa72bb130736b865c7

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=sha256:0c206d12ed220766cba937f01c53960653a096d6be956eaf5b7add5f2bd68426

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.500460Z digest=sha256:9bbe4a39b2b656d12bc4adf452a6112dc8cf15ea1bc54ea03990060c62a1af4d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.502790Z digest=sha256:10cddcefd880cbb68510f80d5a8e35429ef5aa1685eb2e79f8864aaafe05f65d

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=sha256:2f4a26eb0167f84ef1de87aee8ee237fd82387dbf03aad174b630f57bee69719

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.507867Z digest=sha256:fcce8da7268ec060b3a7c5bc1ea3611bc6bbabf742f3f009cd8961758b2bb3ca

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.512989Z digest=sha256:475206a634a0151685fe29a2e224920f5a1357445f1214b36f4755170df3e66e

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.515366Z digest=sha256:7b06cb50f3249445de321ba36a5eebf403c569be238fc06c10eb5721a07ee9c3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.517792Z digest=sha256:064dbfb1f7026320b0414727d5b7ee72bfabcfc51ce9fc72c5ceb48e6678c46f

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=sha256:9d22c7d63a3e88834cd00b20e52e3065f6f47effef1ca9759b9705308ec45cf0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-06T14:55:22.510277Z digest=sha256:81ad7846c44bda4665295cee993db7b2f1fc1e7329f182345c47b72050c45376

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 2026-08-22T06:32:14.747728+00:00.

source=arxiv_source observed=2026-08-05T21:09:37.377820Z digest=sha256:86e731c9dcf7bd10b483c13a91fe7ddb2cec14436d3689331eab7d217776b7d2