IEEE

Foundation Model Enhanced Multiple Access in Heterogeneous Networks

Abstract: Next-generation multiple access techniques are crucial for providing low-latency and highly efficient data transmission services. Recently, Deep Reinforcement Learning (DRL) has emerged as a ...
IEEE

Multiple-Model Tracking of Dynamic Formations Using Group Structure Maneuver Models With Subobject Splitting and Merging

Abstract: Tracking the complex shapes of group targets, which provide essential information for situational awareness, is a critical task in group target observation. Traditional tracking methods ...
marktechpost

Meet LLMRouter: An Intelligent Routing System designed to Optimize LLM Inference by Dynamically Selecting the most Suitable Model for Each Query

LLMRouter is an open source routing library from the U Lab at the University of Illinois Urbana Champaign that treats model selection as a first class system problem. It sits between applications and ...
GitHub

A Model Context Protocol (MCP) proxy server that enables efficient management of large tool collections across multiple MCP servers by grouping them and loading tool schemas on ...

Traditional MCP setups can overwhelm LLM context when dealing with numerous tools from multiple servers. Modular MCP solves this by: Modular MCP supports environment variable interpolation in ...