{"total":62,"rows":[{"id":"2207.09353","title":"Beyond Transmitting Bits: Context, Semantics, and Task-Oriented Communications","created":"2022-07-19","cited_by_count":175,"area":null},{"id":"2211.14343","title":"Less Data, More Knowledge: Building Next Generation Semantic Communication Networks","created":"2022-11-25","cited_by_count":62,"area":null},{"id":"2205.13129","title":"Wireless Deep Video Semantic Transmission","created":"2022-05-26","cited_by_count":50,"area":null},{"id":"2206.08100","title":"DeepJSCC-Q: Constellation Constrained Deep Joint Source-Channel Coding","created":"2022-06-16","cited_by_count":38,"area":null},{"id":"2409.17557","title":"Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical Designs","created":"2024-09-26","cited_by_count":32,"area":null},{"id":"2209.10382","title":"Robust Information Bottleneck for Task-Oriented Communication with Digital Modulation","created":"2022-09-21","cited_by_count":29,"area":null},{"id":"2302.13580","title":"Joint Task and Data Oriented Semantic Communications: A Deep Separate Source-channel Coding Scheme","created":"2023-02-27","cited_by_count":19,"area":null},{"id":"2301.03377","title":"Machine Learning for Large-Scale Optimization in 6G Wireless Networks","created":"2023-01-03","cited_by_count":18,"area":null},{"id":"2312.05594","title":"Generative AI for Physical Layer Communications: A Survey","created":"2023-12-09","cited_by_count":17,"area":null},{"id":"2505.17604","title":"Adaptive Semantic Token Communication for Transformer-based Edge Inference","created":"2025-05-23","cited_by_count":14,"area":null},{"id":"2205.13120","title":"Perceptual Learned Source-Channel Coding for High-Fidelity Image Semantic Transmission","created":"2022-05-26","cited_by_count":12,"area":null},{"id":"2405.02330","title":"Adaptive Semantic Token Selection for AI-native Goal-oriented Communications","created":"2024-04-25","cited_by_count":10,"area":null},{"id":"2406.07389","title":"Robust Image Semantic Coding with Learnable CSI Fusion Masking over MIMO Fading Channels","created":"2024-05-30","cited_by_count":9,"area":null},{"id":"2502.13838","title":"Generative Video Semantic Communication via Multimodal Semantic Fusion with Large Model","created":"2025-02-19","cited_by_count":9,"area":null},{"id":"2211.04339","title":"Toward Adaptive Semantic Communications: Efficient Data Transmission via Online Learned Nonlinear Transform Source-Channel Coding","created":"2022-11-08","cited_by_count":8,"area":null},{"id":"2505.09214","title":"The Larger the Merrier? Efficient Large AI Model Inference in Wireless Edge Networks","created":"2025-05-14","cited_by_count":7,"area":null},{"id":"2303.06597","title":"Non-Orthogonal Multiple Access Enhanced Multi-User Semantic Communication","created":"2023-03-12","cited_by_count":6,"area":null},{"id":"2309.04891","title":"How to Evaluate Semantic Communications for Images with ViTScore Metric?","created":"2023-09-09","cited_by_count":6,"area":null},{"id":"2401.12800","title":"Deep Learning in Physical Layer: Review on Data Driven End-to-End Communication Systems and their Enabling Semantic Applications","created":"2024-01-08","cited_by_count":6,"area":null},{"id":"2401.01272","title":"MOC-RVQ: Multilevel Codebook-Assisted Digital Generative Semantic Communication","created":"2024-01-02","cited_by_count":5,"area":null},{"id":"2411.18199","title":"Semantic Edge Computing and Semantic Communications in 6G Networks: A Unifying Survey and Research Challenges","created":"2024-11-27","cited_by_count":5,"area":null},{"id":"2507.16680","title":"Latent Space Alignment for AI-Native MIMO Semantic Communications","created":"2025-07-22","cited_by_count":5,"area":null},{"id":"2309.14587","title":"Distortion Resilience for Goal-Oriented Semantic Communication","created":"2023-09-26","cited_by_count":4,"area":null},{"id":"2405.19889","title":"Deep Joint Semantic Coding and Beamforming for Near-Space Airship-Borne Massive MIMO Network","created":"2024-05-30","cited_by_count":4,"area":null},{"id":"2409.16592","title":"MambaJSCC: Adaptive Deep Joint Source-Channel Coding with Generalized State Space Model","created":"2024-09-25","cited_by_count":4,"area":null},{"id":"2504.07969","title":"Multi-user Wireless Image Semantic Transmission over MIMO Multiple Access Channels","created":"2025-03-18","cited_by_count":4,"area":null},{"id":"2401.01176","title":"Fundamental Limitation of Semantic Communications: Neural Estimation for Rate-Distortion","created":"2024-01-02","cited_by_count":3,"area":null},{"id":"2406.18538","title":"VideoQA-SC: Adaptive Semantic Communication for Video Question Answering","created":"2024-05-17","cited_by_count":3,"area":null},{"id":"2411.03876","title":"Large Generative Model-assisted Talking-face Semantic Communication System","created":"2024-11-06","cited_by_count":3,"area":null},{"id":"2505.10405","title":"Visual Fidelity Index for Generative Semantic Communications with Critical Information Embedding","created":"2025-05-15","cited_by_count":3,"area":null},{"id":"2509.24373","title":"Prediction-Powered Communication with Distortion Guarantees","created":"2025-09-29","cited_by_count":3,"area":null},{"id":"2601.12808","title":"Joint Source-Channel-Generation Coding: From Distortion-oriented Reconstruction to Semantic-consistent Generation","created":"2026-01-19","cited_by_count":3,"area":null},{"id":"2401.02675","title":"LMaaS: Exploring Pricing Strategy of Large Model as a Service for Communication","created":"2024-01-05","cited_by_count":2,"area":null},{"id":"2406.10556","title":"Multi-User Semantic Fusion for Semantic Communications over Degraded Broadcast Channels","created":"2024-06-15","cited_by_count":2,"area":null},{"id":"2408.16340","title":"Learned Image Transmission with Hierarchical Variational Autoencoder","created":"2024-08-29","cited_by_count":2,"area":null},{"id":"2508.01205","title":"Conquering High Packet-Loss Erasure: MoE Swin Transformer-Based Video Semantic Communication","created":"2025-08-02","cited_by_count":2,"area":null},{"id":"2210.16970","title":"Semantic-Native Communication: A Simplicial Complex Perspective","created":"2022-10-30","cited_by_count":1,"area":null},{"id":"2311.10492","title":"A Relay System for Semantic Image Transmission based on Shared Feature Extraction and Hyperprior Entropy Compression","created":"2023-11-17","cited_by_count":1,"area":null},{"id":"2406.06446","title":"Deep Generative Modeling Reshapes Compression and Transmission: From Efficiency to Resiliency","created":"2024-06-10","cited_by_count":1,"area":null},{"id":"2412.00862","title":"Toward Real-Time Edge AI: Model-Agnostic Task-Oriented Communication with Visual Feature Alignment","created":"2024-12-01","cited_by_count":1,"area":null},{"id":"2501.04732","title":"SNR-EQ-JSCC: Joint Source-Channel Coding with SNR-Based Embedding and Query","created":"2025-01-07","cited_by_count":1,"area":null},{"id":"2502.19873","title":"NeRFCom: Feature Transform Coding Meets Neural Radiance Field for Free-View 3D Scene Semantic Transmission","created":"2025-02-27","cited_by_count":1,"area":null},{"id":"2504.21055","title":"Modeling and Performance Analysis for Semantic Communications Based on Empirical Results","created":"2025-04-29","cited_by_count":1,"area":null},{"id":"2508.17957","title":"Generative Feature Imputing -- A Technique for Error-resilient Semantic Communication","created":"2025-08-25","cited_by_count":1,"area":null},{"id":"2511.01466","title":"SecDiff: Diffusion-Aided Secure Deep Joint Source-Channel Coding Against Adversarial Attacks","created":"2025-11-03","cited_by_count":1,"area":null},{"id":"2511.02478","title":"Wireless Video Semantic Communication with Decoupled Diffusion Multi-frame Compensation","created":"2025-11-04","cited_by_count":1,"area":null},{"id":"2409.18704","title":"Semantic Model Component Implementation for Model-driven Semantic Communications","created":"2024-09-27","cited_by_count":0,"area":null},{"id":"2410.01597","title":"SAFE: Semantic Adaptive Feature Extraction with Rate Control for 6G Wireless Communications","created":"2024-10-02","cited_by_count":0,"area":null},{"id":"2410.08222","title":"Variational Source-Channel Coding for Semantic Communication","created":"2024-09-26","cited_by_count":0,"area":null},{"id":"2410.19415","title":"Integration of Communication and Computational Imaging","created":"2024-10-25","cited_by_count":0,"area":null},{"id":"2508.07958","title":"Adaptive Source-Channel Coding for Semantic Communications","created":"2025-08-11","cited_by_count":0,"area":null},{"id":"2508.15277","title":"Way to Build Native AI-driven 6G Air Interface: Principles, Roadmap, and Outlook","created":"2025-08-21","cited_by_count":0,"area":null},{"id":"2509.19312","title":"E2E Learning Massive MIMO for Multimodal Semantic Non-Orthogonal Transmission and Fusion","created":"2025-09-09","cited_by_count":0,"area":null},{"id":"2511.18884","title":"Robust Nonlinear Transform Coding: A Framework for Generalizable Joint Source-Channel Coding","created":"2025-11-24","cited_by_count":0,"area":null},{"id":"2601.06059","title":"Context Video Semantic Transmission with Variable Length and Rate Coding over MIMO Channels","created":"2025-12-23","cited_by_count":0,"area":null},{"id":"2602.15045","title":"VQ-DSC-R: Robust Vector Quantized-Enabled Digital Semantic Communication With OFDM Transmission","created":"2026-02-05","cited_by_count":0,"area":null},{"id":"2603.21616","title":"Rateless DeepJSCC for Broadcast Channels: a Rate-Distortion-Complexity Tradeoff","created":"2026-03-23","cited_by_count":0,"area":null},{"id":"2606.12858","title":"JSCGC: Joint Source-Channel-Generation Coding for Wireless Generative Communications","created":"2026-06-11","cited_by_count":0,"area":null},{"id":"2608.21626","title":"Rethinking Communication Metrics: How Should We Measure Meaning?","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2609.20150","title":"Task-Oriented Semantic Feature Transmission for Multi-Task Satellite Remote Sensing over Low-SNR Channels","created":"2026-09-17","cited_by_count":0,"area":null},{"id":"2610.03822","title":"Beyond Token Accuracy: Prioritizing What Matters for Visual Reconstruction","created":"2026-10-02","cited_by_count":0,"area":null},{"id":"2610.15623","title":"Adaptive Role Assignment and Controlled Feature Reconstruction for Federated Image Semantic Communication","created":"2026-10-11","cited_by_count":0,"area":null}],"next_cursor":null}