Revolutionizing Communication with MLLMs

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

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