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Cross-Modal Graph Semantic Communication Assisted by Generative AI in the Metaverse for 6G

https://doi.org/10.34133/research.0342
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/s11432-022-3692-5openalex-snapshot
SpectrumChain: a disruptive dynamic spectrum-sharing framework for 6G
inferredcites →https://doi.org/10.1016/j.knosys.2021.106789openalex-snapshot
Efficient texture-aware multi-GAN for image inpainting
inferredcites →https://doi.org/10.1109/access.2020.2992554openalex-snapshot
3D-ReConstnet: A Single-View 3D-Object Point Cloud Reconstruction Network
inferredcites →https://doi.org/10.1109/access.2021.3140175openalex-snapshot
A Metaverse: Taxonomy, Components, Applications, and Open Challenges
inferredcites →https://doi.org/10.1109/cvpr.2017.344openalex-snapshot
Graph-Structured Representations for Visual Question Answering
inferredcites →https://doi.org/10.1109/cvpr.2018.00642openalex-snapshot
Focal Visual-Text Attention for Visual Question Answering
inferredcites →https://doi.org/10.1109/cvpr.2019.00025openalex-snapshot
DeepSDF: Learning Continuous Signed Distance Functions for Shape Representation
inferredcites →https://doi.org/10.1109/cvpr.2019.00459openalex-snapshot
Occupancy Networks: Learning 3D Reconstruction in Function Space
inferredcites →https://doi.org/10.1109/cvpr.2019.00609openalex-snapshot
Learning Implicit Fields for Generative Shape Modeling
inferredcites →https://doi.org/10.1109/cvpr46437.2021.00328openalex-snapshot
Deep Optimized Priors for 3D Shape Modeling and Reconstruction
inferredcites →https://doi.org/10.1109/cvpr46437.2021.01012openalex-snapshot
Sign-Agnostic Implicit Learning of Surface Self-Similarities for Shape Modeling and Reconstruction from Raw Point Clouds
inferredcites →https://doi.org/10.1109/cvpr52688.2022.00246openalex-snapshot
DiffusionCLIP: Text-Guided Diffusion Models for Robust Image Manipulation
inferredcites →https://doi.org/10.1109/cvpr52688.2022.01520openalex-snapshot
Multi-modal Alignment using Representation Codebook
inferredcites →https://doi.org/10.1109/globecom48099.2022.10001548openalex-snapshot
Resource Allocation and Resolution Control in the Metaverse with Mobile Augmented Reality
inferredcites →https://doi.org/10.1109/icassp.2018.8461368openalex-snapshot
Natural TTS Synthesis by Conditioning Wavenet on MEL Spectrogram Predictions
inferredcites →https://doi.org/10.1109/iccv.2015.279openalex-snapshot
VQA: Visual Question Answering
inferredcites →https://doi.org/10.1109/iccv48922.2021.01404openalex-snapshot
Unconstrained Scene Generation with Locally Conditioned Radiance Fields
inferredcites →https://doi.org/10.1109/icpr48806.2021.9412890openalex-snapshot
Cascade Attention Guided Residue Learning GAN for Cross-Modal Translation
inferredcites →https://doi.org/10.1109/ictc.2018.8539407openalex-snapshot
Prototype GOD: prototype Generic Objects Dataset for an Object Detection System based on Bird’s –Eye View
inferredcites →https://doi.org/10.1109/jsac.2021.3071836openalex-snapshot
Multi-Hop RIS-Empowered Terahertz Communications: A DRL-Based Hybrid Beamforming Design
inferredcites →https://doi.org/10.1109/lwc.2022.3179207openalex-snapshot
Edge Intelligence-Based Ultra-Reliable and Low-Latency Communications for Digital Twin-Enabled Metaverse
inferredcites →https://doi.org/10.1109/mcom.001.2200099openalex-snapshot
A Paradigm Shift toward Semantic Communications
inferredcites →https://doi.org/10.1109/mcom.001.220021openalex-snapshot
Toward Holographic Video Communications: A Promising AI-Driven Solution
inferredcites →https://doi.org/10.1109/mmul.2022.3217627openalex-snapshot
The Metaverse From a Multimedia Communications Perspective
inferredcites →https://doi.org/10.1109/mwc.001.1900201openalex-snapshot
Cross-Modal Collaborative Communications
inferredcites →https://doi.org/10.1109/ojcoms.2023.3234254openalex-snapshot
Location-Dependent Augmented Reality Services in Wireless Edge-Enabled Metaverse Systems
inferredcites →https://doi.org/10.1109/ojcs.2022.3188249openalex-snapshot
Fusing Blockchain and AI With Metaverse: A Survey
inferredcites →https://doi.org/10.1109/taslp.2021.3110126openalex-snapshot
Contrastive Information Extraction With Generative Transformer
inferredcites →https://doi.org/10.1109/tcomm.2021.3100860openalex-snapshot
RIS-Assisted Multi-User MISO Communications Exploiting Statistical CSI
inferredcites →https://doi.org/10.1109/tgrs.2022.3198491openalex-snapshot
PS-Net: Point Shift Network for 3-D Point Cloud Completion
inferredcites →https://doi.org/10.1109/tpami.2020.3025077openalex-snapshot
Disentangling Monocular 3D Object Detection: From Single to Multi-Class Recognition
inferredcites →https://doi.org/10.1109/tvcg.2021.3058311openalex-snapshot
Meta-PU: An Arbitrary-Scale Upsampling Network for Point Cloud
inferredcites →https://doi.org/10.1109/twc.2022.3232565openalex-snapshot
Semantic-Aware Sensing Information Transmission for Metaverse: A Contest Theoretic Approach
inferredcites →https://doi.org/10.1109/vtc2023-fall60731.2023.10333452openalex-snapshot
Semantic Communication with Probability Graph: A Joint Communication and Computation Design
inferredcites →https://doi.org/10.1145/3459637.3481972openalex-snapshot
PRASEMap
inferredcites →https://doi.org/10.1145/3511808.3557374openalex-snapshot
Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding
inferredcites →https://doi.org/10.1145/3568678openalex-snapshot
Multi-scale Edge-guided Learning for 3D Reconstruction
inferredcites →https://doi.org/10.1155/2019/2584509openalex-snapshot
Direct Transmission of Digital Message via Programmable Coding Metasurface
inferredcites →https://doi.org/10.1162/tacl_a_00269openalex-snapshot
Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning
inferredcites →https://doi.org/10.18653/v1/2020.acl-main.273openalex-snapshot
A Novel Graph-based Multi-modal Fusion Encoder for Neural Machine Translation
inferredcites →https://doi.org/10.18653/v1/2021.emnlp-main.760openalex-snapshot
Set Generation Networks for End-to-End Knowledge Base Population
inferredcites →https://doi.org/10.23919/ist-africa56635.2022.9845637openalex-snapshot
Multi-MelGAN Voice Conversion for the Creation of Under-Resourced Child Speech Synthesis
inferredcites →https://doi.org/10.24963/ijcai.2020/439openalex-snapshot
BERT-INT:A BERT-based Interaction Model For Knowledge Graph Alignment
inferredcites →https://doi.org/10.34133/2019/2584509openalex-snapshot
Direct Transmission of Digital Message via Programmable Coding Metasurface
inferredcites →https://doi.org/10.34133/research.0154openalex-snapshot
A Wearable Multidimensional Motion Sensor for AI-Enhanced VR Sports
inferredcites →https://doi.org/10.34133/research.0157openalex-snapshot
A Deep Learning-Enabled Skin-Inspired Pressure Sensor for Complicated Recognition Tasks with Ultralong Life
inferredcites →https://doi.org/10.48550/arxiv.1609.03499openalex-snapshot
WaveNet: A Generative Model for Raw Audio
inferredcites →https://doi.org/10.48550/arxiv.2006.11239openalex-snapshot
Denoising Diffusion Probabilistic Models
inferredcites →https://doi.org/10.48550/arxiv.2107.07651openalex-snapshot
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
inferredcites →https://doi.org/10.48550/arxiv.2210.06794openalex-snapshot
Towards Holographic Video Communications: A Promising AI-driven Solution
inferredcites →https://doi.org/10.48550/arxiv.2212.08751openalex-snapshot
Point-E: A System for Generating 3D Point Clouds from Complex Prompts
inferredcites →https://doi.org/10.48550/arxiv.2212.10325openalex-snapshot
SeqDiffuSeq: Text Diffusion with Encoder-Decoder Transformers
inferredcites →https://doi.org/10.48550/arxiv.2309.14800openalex-snapshot
3D Density-Gradient based Edge Detection on Neural Radiance Fields (NeRFs) for Geometric Reconstruction
inferredcites →https://doi.org/10.48550/arxiv.2312.11417openalex-snapshot
PolyDiff: Generating 3D Polygonal Meshes with Diffusion Models
inferredcites →https://doi.org/10.52202/068431-0412openalex-snapshot
OmniVL: One Foundation Model for Image-Language and Video-Language Tasks
inferredcites →https://doi.org/10.52202/068431-1820openalex-snapshot
GAUDI: A Neural Architect for Immersive 3D Scene Generation

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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inferred← citeshttps://doi.org/10.1007/978-3-032-39708-9_15openalex-snapshot
Reimagining Internet Architectures with AI-Enabled Semantic Communication
inferred← citeshttps://doi.org/10.1016/j.cogsys.2026.101463openalex-snapshot
Extended reality and multimodal artificial intelligence for human performance: A scoping synthesis
inferred← citeshttps://doi.org/10.1016/j.eng.2025.07.022openalex-snapshot
Generative Semantic Communication: Architectures, Technologies, and Applications
inferred← citeshttps://doi.org/10.1016/j.engappai.2026.116063openalex-snapshot
When meaning meets purpose: A survey on semantic and task-oriented communications
inferred← citeshttps://doi.org/10.1016/j.knosys.2026.116438openalex-snapshot
Cross-modal UAV semantic communication via large-model generative restoration for air-to-ground links
inferred← citeshttps://doi.org/10.1016/j.precisioneng.2025.10.005openalex-snapshot
Enhancing the functionalities of three-dimensional imaging LiDAR: A review
inferred← citeshttps://doi.org/10.1016/j.trac.2026.119058openalex-snapshot
Microfluidic immunoassays and emerging technologies for home-based diagnostics
inferred← citeshttps://doi.org/10.1038/s41598-025-15162-xopenalex-snapshot
The self supervised multimodal semantic transmission mechanism for complex network environments
inferred← citeshttps://doi.org/10.1109/3ict68299.2025.11442043openalex-snapshot
Semantic Communication Architectures Using Transformers for 6G Systems
inferred← citeshttps://doi.org/10.1109/access.2025.3555753openalex-snapshot
Metaverse Unbound: A Survey on Synergistic Integration Between Semantic Communication, 6G, and Edge Learning
inferred← citeshttps://doi.org/10.1109/comst.2025.3649707openalex-snapshot
Generative AI-Enabled Semantic Communication: State-of-the-Art, Applications, and the Way Ahead
inferred← citeshttps://doi.org/10.1109/comst.2026.3681198openalex-snapshot
Hybrid GNN-Centric Architectures for AI-Native 6G Wireless Networks: A Comprehensive Survey
inferred← citeshttps://doi.org/10.1109/icecce67514.2025.11258037openalex-snapshot
Goal-Oriented Semantic Communications for 6G: From Theory to Applications
inferred← citeshttps://doi.org/10.1109/icet69987.2026.11659232openalex-snapshot
MSF-Net: Mobility-Semantic Fusion Network for Adaptive Split Learning in Edge Networks
inferred← citeshttps://doi.org/10.1109/jiot.2025.3616351openalex-snapshot
RIS-Assisted Semantic Communication for Real-Time 3-D Reconstruction via Gaussian Splatting
inferred← citeshttps://doi.org/10.1109/lcomm.2025.3642793openalex-snapshot
VT-FSC: Vision-Tactile Fusion Semantic Communication for Remote Embodied Intelligence
inferred← citeshttps://doi.org/10.1109/mcom.001.2400199openalex-snapshot
Generative AI for Immersive Communication: The Next Frontier in Internet-of-Senses Through 6G
inferred← citeshttps://doi.org/10.1109/mcomstd.2025.3592778openalex-snapshot
Attention-Based LSTM Autoencoder for Noise-Resilient Semantic Communication for IoT Devices in 6G Networks
inferred← citeshttps://doi.org/10.1109/meditcom67211.2026.11641067openalex-snapshot
SCE-FOAM: Semantic Context-Aware Framework for Adaptive Multi-Model Reasoning
inferred← citeshttps://doi.org/10.1109/niles63360.2024.10753177openalex-snapshot
A Comprehensive Review of Generative AI Applications in 6G
inferred← citeshttps://doi.org/10.1109/tccn.2026.3709876openalex-snapshot
GDE: A Generative Diffusion Equalizer for ICSI-Free Semantic Communications in SAGINs
inferred← citeshttps://doi.org/10.1109/vtc2024-spring62846.2024.10683200openalex-snapshot
Efficient Design for NOMA Enabled Integrated Sensing and Semantic Communication
inferred← citeshttps://doi.org/10.26636/jtit.2025.4.2285openalex-snapshot
Aware Node Localization in Wireless Sensor Networks Using Harris Hawks Optimization
inferred← citeshttps://doi.org/10.3390/s25226895openalex-snapshot
Multimodal Optimal Base Station Selection Network for Intelligent Communications
inferred← citeshttps://doi.org/10.3390/s26165299openalex-snapshot
Cloud–Edge Collaborative Personalized Deployment of Knowledge Bases in Semantic Communications
inferred← citeshttps://doi.org/10.34133/research.0665openalex-snapshot
Adaptive Multiobjective Evolutionary Generative Adversarial Network for Metaverse Network Intrusion Detection
inferred← citeshttps://doi.org/10.34133/research.0804openalex-snapshot
Generative Artificial Intelligence in the Metaverse Era: A Review on Models and Applications
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