Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration | Paper Citation Record

Observation e42b61f7-89ee-4177-900f-c7ff6ccb65e6 · outbound

This paper cites Towards 6G Wireless Communication Net- works: Vision, Enabling Technologies, and New Paradigm Shifts,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Towards 6G Wireless Communication Net- works: Vision, Enabling Technologies, and New Paradigm Shifts,

Reference 1

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Observation e89c1285-8996-42d9-b74c-45aa5c398c5b · outbound

This paper cites White paper on 6G vision and candidate technologies,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration White paper on 6G vision and candidate technologies,

Reference 2

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Observation 30e0e075-efbe-4b23-908d-93f0085a5e15 · outbound

This paper cites Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Integrated Sensing and Communications: Toward Dual-Functional Wireless Networks for 6G and Beyond,

Reference 3

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Observation 36572e41-7699-4e0a-b688-d579db951231 · outbound

This paper cites Intelligent Multi-Modal Sensing- Communication Integration: Synesthesia of Machines,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Intelligent Multi-Modal Sensing- Communication Integration: Synesthesia of Machines,

Reference 4

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Observation c7305570-f916-4f83-b0d2-6888d863ec23 · outbound

This paper cites Seventy Years of Radar and Communications: The road from separation to integration,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Seventy Years of Radar and Communications: The road from separation to integration,

Reference 5

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Observation 5da2685e-1ec9-442f-8f79-90c726c1770f · outbound

This paper cites A Survey on Vision-Language-Action Models for Embodied AI.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Survey on Vision-Language-Action Models for Embodied AI

Reference 6

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Observation 968869f4-1140-4c65-857c-8d6a9633f682 · outbound

This paper cites Multi-Modal Intelligent Channel Modeling: A New Modeling Paradigm via Synesthesia of Machines,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Multi-Modal Intelligent Channel Modeling: A New Modeling Paradigm via Synesthesia of Machines,

Reference 7

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Observation c8068fc8-0fe1-4be3-b5ab-b6483d76ad70 · outbound

This paper cites SynthSoM: A Synthetic Intelligent Multi- Modal Sensing-Communication Dataset for Synesthesia of Machines (SoM),.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration SynthSoM: A Synthetic Intelligent Multi- Modal Sensing-Communication Dataset for Synesthesia of Machines (SoM),

Reference 8

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Observation fe046022-4b3a-4c9a-9de4-b2a83d4d1cd8 · outbound

This paper cites Multi-Modal Sensing Data Based Real-Time Path Loss Prediction for 6G UA V-to-Ground Communications,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Multi-Modal Sensing Data Based Real-Time Path Loss Prediction for 6G UA V-to-Ground Communications,

Reference 9

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Observation 951aaa45-87b1-4cb7-91c6-39dd15f94297 · outbound

This paper cites Integrated Sensing and Communications Towards Proactive Beamforming in mmWave V2I via Multi-Modal Feature Fusion (MMFF),.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Integrated Sensing and Communications Towards Proactive Beamforming in mmWave V2I via Multi-Modal Feature Fusion (MMFF),

Reference 10

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Observation 562756e2-9f05-459b-bb6f-24397aff59e9 · outbound

This paper cites On the Opportunities and Risks of Foundation Models.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration On the Opportunities and Risks of Foundation Models

Reference 11

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Observation 293e5b52-37f9-4d1c-8d1e-905f0efbba9b · outbound

This paper cites A Survey of Large Language Models.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Survey of Large Language Models

Reference 12

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Observation 0a5a5470-20f5-47f3-9c3c-1b1040166926 · outbound

This paper cites DeepSeek-V3 Technical Report.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration DeepSeek-V3 Technical Report

Reference 13

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Observation 3446a18c-57ae-43ff-8966-a02661e7f5fe · outbound

This paper cites Foundation Models for Time Series Analysis: A Tutorial and Survey,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Foundation Models for Time Series Analysis: A Tutorial and Survey,

Reference 14

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Observation 25e9bc0e-d3a0-4768-829e-8ef924832742 · outbound

This paper cites Accurate medium-range global weather forecasting with 3D neural networks,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Accurate medium-range global weather forecasting with 3D neural networks,

Reference 15

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Observation 65bba62b-cc35-410e-b586-6eb854e4ae90 · outbound

This paper cites RingMo: A Remote Sensing Foundation Model With Masked Image Modeling,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration RingMo: A Remote Sensing Foundation Model With Masked Image Modeling,

Reference 16

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Observation 02c07bfb-32e0-4c24-b9e3-7e26b36b80be · outbound

This paper cites When large language model agents meet 6G networks: Perception, grounding, and alignment,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration When large language model agents meet 6G networks: Perception, grounding, and alignment,

Reference 17

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Observation 6e2e4e72-80aa-4341-8b61-48ce73ec45eb · outbound

This paper cites Generative AI Meets Wireless Networking: An Interactive Paradigm for Intent-Driven Communications,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Generative AI Meets Wireless Networking: An Interactive Paradigm for Intent-Driven Communications,

Reference 18

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Observation 20655f26-dfbc-43f9-a0f5-56ea99d0c481 · outbound

This paper cites Large Language Model Enhanced Multi-Agent Systems for 6G Communications,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large Language Model Enhanced Multi-Agent Systems for 6G Communications,

Reference 19

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Observation 49bbd196-519d-4a17-ba40-ba3717d52e78 · outbound

This paper cites Large Language Model (LLM) for Telecom- munications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large Language Model (LLM) for Telecom- munications: A Comprehensive Survey on Principles, Key Techniques, and Opportunities,

Reference 20

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Observation 93bbf116-0989-4c37-8b3c-b4001d090f20 · outbound

This paper cites On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration On LLMs-Driven Synthetic Data Generation, Curation, and Evaluation: A Survey

Reference 21

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Observation 5c878d07-b5fd-40fe-af1d-ac2e83630c41 · outbound

This paper cites A Survey of Multimodel Large Language Models,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Survey of Multimodel Large Language Models,

Reference 22

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Observation 04c5408f-2772-4b8b-aac9-bc1283d31a39 · outbound

This paper cites Attention Is All You Need,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Attention Is All You Need,

Reference 23

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Observation ed9faaab-6863-4504-8cb0-7c1b8c4074d7 · outbound

This paper cites Unifying Large Language Models and Knowledge Graphs: A Roadmap,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Unifying Large Language Models and Knowledge Graphs: A Roadmap,

Reference 24

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Observation e9377e17-1892-4178-bffb-3d65218f54a0 · outbound

This paper cites Scaling Laws for Neural Language Models.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Scaling Laws for Neural Language Models

Reference 25

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Observation be2ce9b2-d613-4dbb-a653-1a88b64c37dc · outbound

This paper cites Large Language Models for Mathematical Reasoning: Progresses and Challenges.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large Language Models for Mathematical Reasoning: Progresses and Challenges

Reference 26

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Observation c093cd24-2a2c-48c4-92a6-d3b3ee53b8f6 · outbound

This paper cites What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration What can Large Language Models do in chemistry? A comprehensive benchmark on eight tasks

Reference 27

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Observation a559bf27-5d2d-4a5e-8d63-150e482cebcd · outbound

This paper cites Scientific Large Language Models: A Survey on Biological & Chemical Domains,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Scientific Large Language Models: A Survey on Biological & Chemical Domains,

Reference 28

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Observation c759d747-5c1f-4752-b5fb-c8584e283a18 · outbound

This paper cites Large Language Models for Software Engineer- ing: A Systematic Literature Review,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large Language Models for Software Engineer- ing: A Systematic Literature Review,

Reference 29

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Observation 458a9e67-51cd-4334-bcd8-054c74c05951 · outbound

This paper cites Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Parameter-Efficient Fine-Tuning for Large Models: A Comprehensive Survey

Reference 30

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Observation ff2ce64c-f95d-4ce6-a220-2919ca447cea · outbound

This paper cites A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Systematic Survey of Prompt Engineering in Large Language Models: Techniques and Applications

Reference 31

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Observation 456f43c2-cf78-47b7-97fc-9b105cb75862 · outbound

This paper cites Instruction Tuning for Large Language Models: A Survey,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Instruction Tuning for Large Language Models: A Survey,

Reference 32

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Observation 9dea3049-bd25-4bee-bd4a-603c99b80567 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LLM With Tools: A Survey

Reference 33

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Observation 22a46d73-2b5b-4e59-9380-85ba72da9fe4 · outbound

This paper cites A Systematic Review of Synthetic Data Generation Techniques Using Generative AI,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Systematic Review of Synthetic Data Generation Techniques Using Generative AI,

Reference 34

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Observation 4c6f4a5a-d269-4ee1-9bef-84d9ec122595 · outbound

This paper cites Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Synthetic Data Generation with Large Language Models for Text Classification: Potential and Limitations

Reference 35

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Observation 779e10bb-b056-4eaa-afea-d535442dcd85 · outbound

This paper cites Synthetic Dialogue Dataset Generation using LLM Agents.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Synthetic Dialogue Dataset Generation using LLM Agents

Reference 36

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Observation 42d901c0-ef60-42d3-9156-9d25d12c1ee1 · outbound

This paper cites LLM-powered Data Augmentation for Enhanced Cross-lingual Performance.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LLM-powered Data Augmentation for Enhanced Cross-lingual Performance

Reference 37

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Observation 3741ad26-b996-4766-92b1-8ee5b20d8281 · outbound

This paper cites Synthetic Data Generation with LLM for Improved Depression Prediction.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Synthetic Data Generation with LLM for Improved Depression Prediction

Reference 38

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Observation 7c5d1ce1-0684-436d-ad0d-fb13422f075d · outbound

This paper cites Does Synthetic Data Generation of LLMs Help Clinical Text Mining?.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Does Synthetic Data Generation of LLMs Help Clinical Text Mining?

Reference 39

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Observation 06b61f03-1987-4f7f-9894-7955339b5b7a · outbound

This paper cites Zero-Shot Relation Triplet Extraction via Knowledge-Driven LLM Syn- thetic Data Generation,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Zero-Shot Relation Triplet Extraction via Knowledge-Driven LLM Syn- thetic Data Generation,

Reference 40

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Observation 80e7eb1f-36dc-40d3-8a23-3c2f2c840c8b · outbound

This paper cites LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM

Reference 41

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Observation 77e1e906-7296-4c18-8738-6339770a0bfe · outbound

This paper cites MedSyn: LLM-based Synthetic Medi- cal Text Generation Framework,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration MedSyn: LLM-based Synthetic Medi- cal Text Generation Framework,

Reference 42

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This paper cites Constraint-Based Synthetic Data Generation for LLM Math- ematical Reasoning,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Constraint-Based Synthetic Data Generation for LLM Math- ematical Reasoning,

Reference 43

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This paper cites Enhancing Table Representations with LLM-powered Synthetic Data Generation.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Enhancing Table Representations with LLM-powered Synthetic Data Generation

Reference 44

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Observation 60dafc64-587f-45ad-a3c3-e28418cdb565 · outbound

This paper cites DiffusionGPT: LLM-Driven Text-to-Image Gen- eration System,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration DiffusionGPT: LLM-Driven Text-to-Image Gen- eration System,

Reference 45

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Observation e4cdf1e3-3bc5-4270-9dd4-8eedef2d89a6 · outbound

This paper cites Medical Video Generation for Disease Progression Simulation.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Medical Video Generation for Disease Progression Simulation

Reference 46

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Observation 084d6aea-c431-4a0e-bb2e-135d9ed48ad8 · outbound

This paper cites GenG: An LLM-Based Generic Time Series Data Generation Approach for Edge Intelligence via Cross-Domain Collabo- ration,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration GenG: An LLM-Based Generic Time Series Data Generation Approach for Edge Intelligence via Cross-Domain Collabo- ration,

Reference 47

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Observation 7f7187fb-d700-42b8-a0a4-e6683c285c80 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection

Reference 48

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Observation b5f13235-a4fe-4d5f-8812-6126c981aecc · outbound

This paper cites LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts

Reference 49

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Observation 64f860fd-75f8-4f22-a278-0b8b759d1720 · outbound

This paper cites Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Generative AI-Enabled Vehicular Networks: Fundamentals, Framework, and Case Study,

Reference 50

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Observation 7e19b20a-0231-4f3c-a59c-c5d5ab8e77ac · outbound

This paper cites Generative AI agents with large language model for satellite networks via a mixture of experts trans- mission,.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Generative AI agents with large language model for satellite networks via a mixture of experts trans- mission,

Reference 51

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Observation e8b2f937-2eee-4cc0-ab4a-5910214b82e2 · outbound

This paper cites WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration WirelessLLM: Empowering Large Language Models Towards Wireless Intelligence

Reference 52

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Observation fabff857-9b3f-4f82-8464-1efc2f79c81c · outbound

This paper cites Adapting Foundation Models for Information Synthesis of Wireless Communication Specifications.

Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Adapting Foundation Models for Information Synthesis of Wireless Communication Specifications

Reference 53

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Designing Network Algorithms via Large Lan- guage Models,

Reference 54

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Observation 50c3277e-ef6a-485e-a55b-c01c28a25c70 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration POSTER: Simplifying the Networking of Wireless Embedded Systems using a Large Language Model,

Reference 55

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Observation 3dc0365e-d47e-4b0b-b214-bc7a7c0aba8e · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Domain Tailored Large Language Models for Log Mask Prediction in Cellular Network Diagnostics,

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:54.387565Z

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Observation 38d02c8e-ac8c-4dbc-a249-1033dcc45ea0 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration TelecomGPT: A Framework to Build Telecom-Specfic Large Language Models

Reference 57

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Observation 7d9547f8-e754-4804-95cc-2c17d1028f11 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Empowering Large Language Models in Wireless Communication: A Novel Dataset and Fine-Tuning Framework

Reference 58

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Mobile-LLaMA: Instruction Fine-Tuning Open-Source LLM for Network Anal- ysis in 5G Networks,

Reference 59

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Observation af1df4a3-f354-4ea9-acf9-e656cd32b66f · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration ORANSight-2.0: Foundational LLMs for O-RAN

Reference 60

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LLM Agents as 6G Orchestrator: A Paradigm for Task-Oriented Physical-Layer Automation

Reference 61

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Observation a1cc5ea0-c104-4ff4-9977-01e3d78af907 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large Language Model (LLM)-enabled In-context Learning for Wireless Network Optimization: A Case Study of Power Control

Reference 62

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Observation d878bff9-9d9d-4004-a26f-0a1bb9fd4d34 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Leveraging Large Language Models for Wireless Symbol Detection via In-Context Learning

Reference 63

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:33:56.584830Z

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Observation 139de49a-743f-4c08-b520-525dc9128aac · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Self- Refined Generative Foundation Models for Wireless Traffic Prediction,

Reference 64

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Observation 583729db-cef3-49a4-8a1f-a490cf52c61f · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Adaptive Resource Allocation Optimization Using Large Language Models in Dynamic Wireless Environments

Reference 65

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Observation af8fd795-228d-4f7f-a107-57a35db67da7 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LLM4CP: Adapting Large Language Models for Channel Prediction,

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.471184Z

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Observation 81f46fbe-0961-4198-8d8e-d111d73b984f · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Csi-LLM: A Novel Downlink Channel Prediction Method Aligned with LLM Pre-Training

Reference 67

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:33:56.489640Z

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Observation 363c5e64-6846-48ff-b27f-9c7766a0c363 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Beam Prediction Based on Large Language models,

Reference 68

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Observation 331dc49f-3656-496b-aba0-4cb325305c80 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Exploring the Potential of Large Language Models for Massive MIMO CSI Feedback

Reference 69

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Observation 180a43cd-8194-484b-aedc-f379cf194369 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large AI Model for Delay-Doppler Domain Channel Prediction in 6G OTFS-Based Vehicular Networks

Reference 70

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:33:56.466187Z

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Observation e6c49293-5a39-42f2-9285-f4d9e5fb23af · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Netllm: Adapting Large Language Models for Networking,

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.702001Z

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Observation 308d000d-39f0-4816-a66b-4208a9ccef42 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LLM4WM: Adapting LLM for Wireless Multi-Tasking

Reference 72

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Observation 6be6907c-e444-40b6-93fa-331bdf67d57e · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large Language Model Enabled Multi-Task Physical Layer Network

Reference 73

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Semantic Communications: Principles and Challenges

Reference 74

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Observation cad5aa52-7b15-4635-a560-e2d65d220cf9 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation,

Reference 75

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Observation a962b84f-e5f4-495b-981f-49418dc505be · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Semantic Importance- Aware Communications Using Pre-Trained Language Models,

Reference 76

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large-Language-Model Enabled Semantic Communication Systems

Reference 77

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Observation b3553d9f-bc52-4471-84b8-cf2e748bbb90 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration On Large Language Model Based Joint Source Channel Coding for Semantic Communication,

Reference 78

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Observation cb2a182e-156d-4945-8365-e3e9e86833ed · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Semantic communications using foundation models: Design approaches and open issues,

Reference 79

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Large AI Model Empowered Multimodal Semantic Communications,

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.733859Z

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Generative Al-aided Joint Training-free Secure Semantic Communications via Multi-modal Prompts,

Reference 81

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Semantic Communication based on Large Language Model for Underwater Image Transmission

Reference 82

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:33:56.411570Z

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Latency-Aware Generative Semantic Communi- cations With Pre-Trained Diffusion Models,

Reference 83

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration LaMoSC: Large Language Model-Driven Semantic Communication Sys- tem for Visual Transmission,

Reference 84

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Per- sonalizing Semantic Communication: A Foundation Model Approach,

Reference 85

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration M 3SC: A Generic Dataset for Mixed Multi- Modal (MMM) Sensing and Communication Integration,

Reference 86

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration UniAudio: An Audio Foundation Model Toward Universal Audio Generation

Reference 87

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration MaskGIT: Masked Generative Image Transformer,

Reference 88

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Observation 1c5375dc-dfc7-4d04-a6d3-311287dcd339 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Vision-Language Foundation Model for The Generation of Realistic Chest X-ray Images,

Reference 89

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Observation d706f0e6-5005-4761-a314-9656cc3fd6f9 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation

Reference 90

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Observation dc7e7a4d-755f-47b6-ad0a-b62630c51d61 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation

Reference 91

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration MRGen: Segmentation Data Engine for Underrepresented MRI Modalities

Reference 92

Resolution: verified exact; local_arxiv, observed 2026-08-07T05:33:56.360664Z

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Observation 2174f902-5189-4363-9ac4-afee0a674bd8 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Revolutionizing wireless networks with self- 20 supervised learning: A pathway to intelligent communica- tions,

Reference 93

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Observation 06ef3889-b747-43aa-bf0d-a50d9915f03d · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Low- dimensional Representation Learning for Wireless CSI-based Localisation,

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.778411Z

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Observation bfd4a66d-8353-4dad-8944-09b0c1001769 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Triplet-Based Wireless Channel Charting: Architecture and Experiments,

Reference 95

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Observation 444f5016-d5c8-4638-b584-a9d483e51f15 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Contrastive Self-Supervised Learning for Wireless Power Control,

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.785142Z

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Observation a311de8d-b155-4239-a132-3ff3c38e7f69 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Self- Supervised Deep Learning for mmWave Beam Steering Ex- ploiting Sub-6 GHz Channels,

Reference 97

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Observation 7feff8a8-8543-47e5-8a5a-11fc7e706923 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration Self-Supervised RF Signal Representation Learning for NextG Signal Classification With Deep Learn- ing,

Reference 98

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Observation 2417961f-bf5a-4a13-93f2-68c6356a44ed · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Transformer based Self-supervised Learning Framework for Robust Time-frequency Localization in Concurrent Cognitive Scenario,

Reference 99

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Observation b22fcf5b-9462-48e4-958b-14cc1449ed74 · outbound

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Foundation Model Empowered Synesthesia of Machines (SoM): AI-native Intelligent Multi-Modal Sensing-Communication Integration A Self-Supervised Learning-Based Channel Estimation for IRS- Aided Communication Without Ground Truth,

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-07T05:33:55.795803Z

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