4 papers
Generalized Query-Oriented Image Semantic Coding Empowered by Large AI Models and Semantic-Aware Hybrid Beamforming
Sin-Yu Huang, Vincent W. S. Wong
Semantic communication is an emerging paradigm that can preserve the meaning of data during transmission. However, human users are often interested in specific semantic content bas…
Toward Agentic AI: Task-Oriented Communication for Hierarchical Planning of Long-Horizon Tasks
Sin-Yu Huang, Lele Wang, Vincent W. S. Wong
Agentic artificial intelligence (AI) is an AI paradigm that can perceive the environment, reason over observations, and execute actions to achieve specific goals. Task-oriented com…
Generalized User-Oriented Image Semantic Coding Empowered by Large Vision-Language Model
Sin-Yu Huang, Vincent W. S. Wong
Semantic communication has shown outstanding performance in preserving the overall source information in wireless transmission. For semantically rich content such as images, human…
Leveraging MoE-based Large Language Model for Zero-Shot Multi-Task Semantic Communication
Sin-Yu Huang, Renjie Liao, Vincent W. S. Wong
Multi-task semantic communication (SC) can reduce the computational resources in wireless systems since retraining is not required when switching between tasks. However, existing a…