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Paper Citation Record · LEDGER

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding

As of 9 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 1 inbound Pith citation observation for arXiv:2509.07436.

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

pith.paper-citation-record.v1
2509.07436 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T22:18:51.981089Z

measured 42 of 42 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 2026-08-05T18:54:15.097039Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-05T18:54:16.179199Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact4
  • verified fuzzy21
  • unresolved14
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 56c24539-0c4d-4c7c-b456-a0077b3485c6 · outbound

This paper cites Enabling massive IoT toward 6G: A comprehensive survey,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Enabling massive IoT toward 6G: A comprehensive survey,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:57.536772Z

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=2026-08-04T22:18:47.801367Z digest=sha256:381083eb2fa5575f6be4688fffe5ceaa104e965ced22691992d998a9cc22ae5f

Observation 990072ff-b3a4-4849-b60b-70a27ee9465f · outbound

This paper cites Virtual reality: A survey of enabling technologies and its applications in IoT,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Virtual reality: A survey of enabling technologies and its applications in IoT,

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:57.340177Z

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=2026-08-04T22:18:47.955819Z digest=sha256:8f0c524743fd96561f418f5f07b369276dc01ef0bdebcebdbb43a656ce7627eb

Observation 0646fee6-0676-418f-892e-fd87e88941b5 · outbound

This paper cites AR enabled IoT for a smart and interactive environment: A survey and future directions,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding AR enabled IoT for a smart and interactive environment: A survey and future directions,

Reference 3

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verified fuzzy
raw_fallback, observed 2026-08-04T22:18:57.194689Z

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=2026-08-04T22:18:48.010804Z digest=sha256:9d785aa67290190d46e920ac586c56007cae2e640dd479dc2a8b1168b9e5b3e2

Observation 4b235f44-9461-4b18-aa8c-f17f1f6b6378 · outbound

This paper cites Llmind 2.0: Distributed iot automation with natural language m2m communication and lightweight llm agents,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Llmind 2.0: Distributed iot automation with natural language m2m communication and lightweight llm agents,

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-08-04T22:18:53.513625Z

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=2026-08-04T22:18:48.074048Z digest=sha256:630a171116998dd3dc6c5993face46a08ac9b336438fb72a9dc4bc7146686f1b

Observation 5d9b6e42-4964-47bc-b61b-6b8d55dca02d · outbound

This paper cites Channel polarization: A method for constructing capacity- achieving codes for symmetric binary-input memoryless channels,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Channel polarization: A method for constructing capacity- achieving codes for symmetric binary-input memoryless channels,

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:48.145334Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:48.145334Z digest=sha256:4dfa716fc5dd9d901fdb1c90c47c82f75f1f8d93e99e7666c89e2e276352af72

Observation 3447fbe8-5011-4291-9b15-30975a0c385e · outbound

This paper cites Semantic communication: A survey on research landscape, challenges, and future directions,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Semantic communication: A survey on research landscape, challenges, and future directions,

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:56.982248Z

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=2026-08-04T22:18:48.224442Z digest=sha256:abeb2b81eb217200a90b4a2eb3cd680de646049f4f976d9ce01f20800e46d142

Observation 42e75568-5328-4b64-9e62-c4cf4f68a83a · outbound

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

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Semantic communications for future internet: Fundamentals, applications, and challenges,

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:56.806792Z

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=2026-08-04T22:18:48.330779Z digest=sha256:3054d9cf6ae25996dc6bdbf0e6a13a5ac69c4a5783e902e3735fd9b134ae159a

Observation 42feaf97-cc84-449a-9d28-3f64e3b15265 · outbound

This paper cites A theory of semantic communication,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding A theory of semantic communication,

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:56.628301Z

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=2026-08-04T22:18:48.451948Z digest=sha256:c5382d18fc9748dfb9b97766bedffc9b031719957d93badf56b11c12fc50a9a3

Observation 1f553720-2767-49a1-892c-9c54c9ce23b3 · outbound

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

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Beyond transmitting bits: Context, semantics, and task-oriented communications,

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:56.461765Z

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=2026-08-04T22:18:48.538781Z digest=sha256:2b2ca1d90b30025f4ee2b817051eca923d9ab4d791bfe1ccd896ffdfdad071d1

Observation d2d24b3b-4b51-4622-9b00-0b5d34f1cbcb · outbound

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

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Deep joint source- channel coding for wireless image transmission,

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:56.291859Z

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=2026-08-04T22:18:48.637467Z digest=sha256:e7447cb192cbe96561efbd764b58ed540e1d81b7c7b33748c50ae7ea57033170

Observation ebab6570-dcfd-46e2-86b3-d2cde363f35e · outbound

This paper cites Nonlinear transform source-channel coding for semantic communications,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Nonlinear transform source-channel coding for semantic communications,

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:48.703099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:48.703099Z digest=sha256:2751122db14f0e968a24bc370307f4a7ec76a35500154eb5a34126313e41c060

Observation 85cdd4b2-c99c-44af-a583-48573ce08ccc · outbound

This paper cites Variational image compression with a scale hyperprior.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Variational image compression with a scale hyperprior

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:48.817167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:48.817167Z digest=sha256:308dcce1c19f21754703f954c1804db2ab269e9f3226c23aff7c4e2bdced3c7c

Observation d16b2d44-4876-4f10-8d87-dc76135c2b70 · outbound

This paper cites Toward semantic communications: Deep learning-based image semantic coding,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Toward semantic communications: Deep learning-based image semantic coding,

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:56.096593Z

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=2026-08-04T22:18:48.945585Z digest=sha256:7bf3dda1fe073419fd8ab112be808d479aa1ba703ccd37195aaaa64f80783928

Observation cac75e2d-a336-404c-b084-2e4688afd429 · outbound

This paper cites Semantic segmentation-based semantic communication system for image transmission,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Semantic segmentation-based semantic communication system for image transmission,

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:55.956259Z

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=2026-08-04T22:18:49.036356Z digest=sha256:2f577dae82421e56f1fa62255be834cc7e243625cb1562f94de8478e5300a60a

Observation 4e3014bd-7a71-478a-a3f0-0802875a0bfc · outbound

This paper cites Feature importance-aware task-oriented semantic transmission and optimization,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Feature importance-aware task-oriented semantic transmission and optimization,

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:55.806577Z

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=2026-08-04T22:18:49.143714Z digest=sha256:b4268cfe6e7c298865308ebc3339e34460b9b24e5f235aab38935f850e467496

Observation a5a315ab-3165-49bc-b2f7-493b6de96798 · outbound

This paper cites Privacy-preserving task-oriented semantic communications against model inversion attacks,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Privacy-preserving task-oriented semantic communications against model inversion attacks,

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:55.616118Z

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=2026-08-04T22:18:49.236413Z digest=sha256:501833687bebf60c6b088bcdf3e4e5e64a6ebfc3ae2c4b2b598ad834fd93f959

Observation c0100831-043b-4905-ab65-793375838261 · outbound

This paper cites Beamforming and scalable image processing in vehicle-to-vehicle networks,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Beamforming and scalable image processing in vehicle-to-vehicle networks,

Reference 17

Resolution
verified exact
doi, observed 2026-08-04T22:18:52.268405Z

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=2026-08-04T22:18:49.447395Z digest=sha256:abd89eabdba24f762c66e6fb7e2cdb0dfb354eed4c56b194bfca3421d301b1b3

Observation dd760519-d0ea-4739-80fd-cf944850d12b · outbound

This paper cites Cooperative perception with v2v communication for autonomous vehicles,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Cooperative perception with v2v communication for autonomous vehicles,

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:55.477859Z

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=2026-08-04T22:18:49.562444Z digest=sha256:64b350dda0ea9d8ed03ebe04f3a2fe5f76b5e3bfeb98759e179647b962bf1670

Observation f63cfb33-de08-4369-9336-e6ceb2505550 · outbound

This paper cites Vehicle position and context detection using v2v communication,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Vehicle position and context detection using v2v communication,

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:55.321803Z

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=2026-08-04T22:18:49.677327Z digest=sha256:acdc491421fa98c9d925342d921837b252d1bfc2ed056afac55f157a8577a28c

Observation b5e2a387-54e5-4ff4-b882-91b519e2b413 · outbound

This paper cites Overview of v2v and v2i wireless communication for cooperative vehicle infrastructure systems,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Overview of v2v and v2i wireless communication for cooperative vehicle infrastructure systems,

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:55.168647Z

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=2026-08-04T22:18:49.786175Z digest=sha256:73c208f29adfcca14a4f7cd98d73af45e90658211ccaf3dc32f56093eddd2a2c

Observation b694be7c-a23c-4dff-84d5-d114fea08fc9 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding The cityscapes dataset for semantic urban scene understanding,

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:49.879043Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:49.879043Z digest=sha256:afa23c480dbecf3909e807b512884b0bf10f181ae818bfe718a54c398db8d88c

Observation 12a85b7a-e3a9-4573-a44a-b58b722c23b6 · outbound

This paper cites LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-04T22:18:52.958071Z

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=2026-08-04T22:18:49.976243Z digest=sha256:94dd221e6ecc0633e82a0914495b721cac66fa739795399b535b7e15e069c036

Observation 5cabfbce-f75f-4b5f-ab5d-129a7c5e06d8 · outbound

This paper cites A survey on knowledge distillation of large language models,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding A survey on knowledge distillation of large language models,

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:54.930727Z

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=2026-08-04T22:18:50.107623Z digest=sha256:4f032a35d09c372e07d87ea7e94bc4b01fadb63c7244b597ab1bfc0892dec1c1

Observation e1207179-ae56-416a-8470-877ed1dcb6af · outbound

This paper cites Rephrase and contrast: Fine-tuning language models for enhanced understanding of communication and computer networks,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Rephrase and contrast: Fine-tuning language models for enhanced understanding of communication and computer networks,

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:54.720893Z

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=2026-08-04T22:18:50.360811Z digest=sha256:d1b3627d2157fc6c07891de5fb04fd235b048874846a4b185eab214062d13729

Observation d6bd74b2-3286-44bd-af81-3cab7c2ca749 · outbound

This paper cites MiniLLM: On-Policy Distillation of Large Language Models.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding MiniLLM: On-Policy Distillation of Large Language Models

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:50.532869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:50.532869Z digest=sha256:e9cc5ff89ccde31425741399b92bd24804dcaaba896e9953491eef0a578fc9fc

Observation 069a11d6-7680-4135-987e-383170cdaf8a · outbound

This paper cites Improved nonlinear transform source-channel coding to catalyze semantic communications,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Improved nonlinear transform source-channel coding to catalyze semantic communications,

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:54.565489Z

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=2026-08-04T22:18:50.656023Z digest=sha256:32e5047ab5cf0651824b95d6e2d6f1397a03f167feddd8555131177bcaeb90f8

Observation e398ef4c-6cd1-48f3-b548-b04dc9773854 · outbound

This paper cites Towards Out-Of-Distribution Generalization: A Survey.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Towards Out-Of-Distribution Generalization: A Survey

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:50.862318Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:50.862318Z digest=sha256:213135d29ad66e24532daf218047115f4ae080d58a5c1dcfbe175d2f08ec9b13

Observation fa83d1f2-c665-4198-8ff0-c06c58b37456 · outbound

This paper cites Out-of-distribution in image semantic communication: A solution with multimodal large language models,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Out-of-distribution in image semantic communication: A solution with multimodal large language models,

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:54.287100Z

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=2026-08-04T22:18:50.955732Z digest=sha256:273f78f3ab69fe74b2aa83449fbcc198aaa4fbacab1d326f7e8401471c182670

Observation 043d80d6-5d18-4257-8ffc-41442c72f5a5 · outbound

This paper cites Improved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Improved Nonlinear Transform Source-Channel Coding to Catalyze Semantic Communications

Reference 29

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T22:18:52.726617Z

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=2026-08-04T22:18:50.749412Z digest=sha256:dca6a63419b667ebdb747b73e271790bc44a0e82c4c5beeeb2b6d2e561379d68

Observation 2a88a483-7d03-4aa1-ae7f-52e34d102d6f · outbound

This paper cites Gpt-4 technical report,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Gpt-4 technical report,

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:53.756269Z

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=2026-08-04T22:18:51.181921Z digest=sha256:6c8ee071f90444b568d4c7308229e682b12ac42c2017a0b644e7727cd2cbf17e

Observation 6cc4ca7c-74de-4f65-9b60-3143d758eda5 · outbound

This paper cites End-to-end Optimized Image Compression.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding End-to-end Optimized Image Compression

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-04T22:18:51.306701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T22:18:51.306701Z digest=sha256:1368fee1aa98d918337cbfc5f4158a4be3418f5aceec3d0e5dbdedc22a19f0e4

Observation 830cd2b4-0eeb-4acf-b205-288c12203269 · outbound

This paper cites Yolov11x,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Yolov11x,

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T22:18:54.066134Z

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=2026-08-04T22:18:51.055514Z digest=sha256:a824092c18e1069ec498b733e109c148f259aed8c8fc74780355afb9f39ce4e9

Observation 475f9070-446c-47d3-89eb-f174e5d53191 · outbound

This paper cites Swin Transformer: Hierarchical Vision Transformer using Shifted Windows.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Swin Transformer: Hierarchical Vision Transformer using Shifted Windows

Reference 33

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Observation a35da881-ab44-4452-becc-dbfe9a9718ce · outbound

This paper cites Dynamic Neural Networks: A Survey.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Dynamic Neural Networks: A Survey

Reference 34

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local_arxiv, observed 2026-08-04T22:18:52.498428Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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Observation 9bb4bfc4-2a08-466c-9b42-ea63c5bfd44a · outbound

This paper cites Auto-Encoding Variational Bayes.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Auto-Encoding Variational Bayes

Reference 35

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Observation 9e84bb38-29f3-4142-9042-bde81a74451e · outbound

This paper cites Adam: A method for stochastic optimization,.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Adam: A method for stochastic optimization,

Reference 36

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Observation 47b92a8a-2666-43c3-b9e7-a0a8f9cf062e · outbound

This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 37

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Observation 651aae6e-7458-4e81-99fa-6318901ac343 · outbound

This paper cites Attention Is All You Need.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Attention Is All You Need

Reference 38

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source=pdf_text observed=2026-08-04T22:18:51.773677Z digest=sha256:143db2a52d1d1e1b1ecbb7280338a4373799320f282137521798c33d1e8574f2

Observation 274ffe7a-04b0-4a54-a4c7-7256959eebc5 · outbound

This paper cites Adam: A Method for Stochastic Optimization.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Adam: A Method for Stochastic Optimization

Reference 2017

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Observation e57c947f-4df2-4871-9fa1-f31d71d42bc7 · outbound

This paper cites Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Privacy-Preserving Task-Oriented Semantic Communications Against Model Inversion Attacks

Reference 2023

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local_arxiv, observed 2026-08-04T22:18:53.192880Z

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.

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Observation 8a16389f-750e-4ad2-8744-9af27de90a8a · outbound

This paper cites A Survey on Knowledge Distillation of Large Language Models.

SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding A Survey on Knowledge Distillation of Large Language Models

Reference 2024

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Pith citing papers

Observation 0c424f0a-74e4-4b86-a7ec-67df50580f7c · inbound

LLM-Powered Virtual Patient Agents for Interactive Clinical Skills Training with Automated Feedback cites this paper.

LLM-Powered Virtual Patient Agents for Interactive Clinical Skills Training with Automated Feedback SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding

Reference 27

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local_arxiv, observed 2026-08-05T18:54:16.304114Z

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No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

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