Publication

Adaptive Shared Embedding for Multi-User Semantic Communications: Achieving Embedding Multiplexing Gain via DRL-Based Scheduling

Affinity-Aware Embedding Division Multiple Access for Multi-User Semantic Communications

Semantic Multiplexing Gain in Wireless Systems via Expanded Embeddings: A BERT Case Study

Scaling Shared-Embedding Multiple Access to Foundation-Model Vocabularies

Semantic Multiple Access via Structured Shared-Private Embeddings in Mobile Networks

Confidence-Aware Cooperative Inference with Joint Resource Optimization in Multi-Device MEC Surveillance Networks

Achieving Embedding Multiplexing Gain via Shared Embedding in Vision Transformer Based Multiple User Image Transmission

Mask-as-Key Secure Multiple Access for Semantic Communications: Physical-Layer Encryption and Jamming Robustness

Relevance-Aware Semantic Multiple Access via Meta-Learned User-Wise Cross-Attention

AI-Native Multi-User Semantic Waveforms via Meta-Learned Attention for Channel Dynamics

Signed User-Wise Attention and Meta-Learning for 6G AI-RAN Multi-User Semantic Communications

Semantic Embedding Multiplexing Gain via Matched Signatures and Signed User-Wise Attention

Progressive-Spread Multiple Access for Load-Adaptive Semantic Communications

Contrastive Embedding Multiplexing for Multi-User Semantic Communication Systems

Context-Aware Embedding Masking Based on Reinforcement Learning for Semantic Multiplexing

Transformer-Based Shared Embedding for Multiple Access in Semantic Communications

Attention-Driven Interference Alignment for Multi-User Semantic Communications

Attention-Driven Semantic Transmission Scheme for AI-Native Wireless Communications

Cooperative Inference for Real-Time 3D Human Pose Estimation in Multi-Device Edge Networks

Optimal Confidence Thresholds for Cooperative Inference in Intelligent Surveillance Systems