Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T22:18:51.981089Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-04T22:18:51.981089Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-05T18:54:15.097039Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T18:54:16.179199Z
41 of 41 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 56c24539-0c4d-4c7c-b456-a0077b3485c6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 990072ff-b3a4-4849-b60b-70a27ee9465f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 0646fee6-0676-418f-892e-fd87e88941b5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4b235f44-9461-4b18-aa8c-f17f1f6b6378 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5d9b6e42-4964-47bc-b61b-6b8d55dca02d · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3447fbe8-5011-4291-9b15-30975a0c385e · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42e75568-5328-4b64-9e62-c4cf4f68a83a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 42feaf97-cc84-449a-9d28-3f64e3b15265 · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding A theory of semantic communication,
Reference 8
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 1f553720-2767-49a1-892c-9c54c9ce23b3 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d2d24b3b-4b51-4622-9b00-0b5d34f1cbcb · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation ebab6570-dcfd-46e2-86b3-d2cde363f35e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 85cdd4b2-c99c-44af-a583-48573ce08ccc · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d16b2d44-4876-4f10-8d87-dc76135c2b70 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation cac75e2d-a336-404c-b084-2e4688afd429 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 4e3014bd-7a71-478a-a3f0-0802875a0bfc · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation a5a315ab-3165-49bc-b2f7-493b6de96798 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation c0100831-043b-4905-ab65-793375838261 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation dd760519-d0ea-4739-80fd-cf944850d12b · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation f63cfb33-de08-4369-9336-e6ceb2505550 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b5e2a387-54e5-4ff4-b882-91b519e2b413 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation b694be7c-a23c-4dff-84d5-d114fea08fc9 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12a85b7a-e3a9-4573-a44a-b58b722c23b6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 5cabfbce-f75f-4b5f-ab5d-129a7c5e06d8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e1207179-ae56-416a-8470-877ed1dcb6af · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation d6bd74b2-3286-44bd-af81-3cab7c2ca749 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 069a11d6-7680-4135-987e-383170cdaf8a · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation e398ef4c-6cd1-48f3-b548-b04dc9773854 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa83d1f2-c665-4198-8ff0-c06c58b37456 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 043d80d6-5d18-4257-8ffc-41442c72f5a5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 2a88a483-7d03-4aa1-ae7f-52e34d102d6f · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Gpt-4 technical report,
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 6cc4ca7c-74de-4f65-9b60-3143d758eda5 · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding End-to-end Optimized Image Compression
Reference 31
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 830cd2b4-0eeb-4acf-b205-288c12203269 · outbound
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 475f9070-446c-47d3-89eb-f174e5d53191 · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a35da881-ab44-4452-becc-dbfe9a9718ce · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Dynamic Neural Networks: A Survey
Reference 34
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 9bb4bfc4-2a08-466c-9b42-ea63c5bfd44a · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Auto-Encoding Variational Bayes
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e84bb38-29f3-4142-9042-bde81a74451e · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Adam: A method for stochastic optimization,
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 47b92a8a-2666-43c3-b9e7-a0a8f9cf062e · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 651aae6e-7458-4e81-99fa-6318901ac343 · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Attention Is All You Need
Reference 38
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 274ffe7a-04b0-4a54-a4c7-7256959eebc5 · outbound
SA-OOSC: A Multimodal LLM-Distilled Semantic Communication Framework for Enhanced Coding Efficiency with Scenario Understanding Adam: A Method for Stochastic Optimization
Reference 2017
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e57c947f-4df2-4871-9fa1-f31d71d42bc7 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.
Observation 8a16389f-750e-4ad2-8744-9af27de90a8a · outbound
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
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c424f0a-74e4-4b86-a7ec-67df50580f7c · inbound
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
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.