
Revolutionizing Communication with MLLMs
A Multi-modal, Multi-task, Multi-user Semantic Communication Framework
This research introduces a groundbreaking semantic communication system that leverages Multi-modal Large Language Models to enable more intelligent and efficient data transmission across networks.
- Develops a specialized MLLM architecture optimized for semantic communication
- Implements a novel system supporting multiple modalities, tasks, and users simultaneously
- Achieves significant improvements in transmission efficiency through semantic extraction
- Incorporates innovative security features through semantic separation mechanisms
This engineering advancement represents a fundamental shift in how we approach network communications, moving beyond traditional bit-based transmission to semantic-centered approaches that could dramatically improve bandwidth utilization while enabling richer multi-modal interactions.
M4SC: An MLLM-based Multi-modal, Multi-task and Multi-user Semantic Communication System