From the 1 of 4 linked papers with an AI index.
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
The paper introduces a query-oriented image semantic coding framework that uses a pretrained large AI model to extract user‑relevant features and a semantic‑aware hybrid beamformin…
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…