4 papers
Queen-Bee Agents: A BeeSpec-Centered Architecture for Governed Enterprise MCP Orchestration
Dutao Zhang, Liaotian
Enterprise agent systems increasingly need to connect large language models to private tools, internal knowledge, and Model Context Protocol (MCP) interfaces. In this setting, raw…
An Agent-Oriented Pluggable Experience-RAG Skill for Experience-Driven Retrieval Strategy Orchestration
Dutao Zhang, Tian Liao
Retrieval-augmented generation systems often assume that one fixed retrieval pipeline is sufficient across heterogeneous tasks, yet factoid question answering, multi-hop reasoning,…
Opinion dynamics and mutual influence with LLM agents through dialog simulation
Yulong He, Dutao Zhang, Sergey Kovalchuk +2
A fundamental challenge in opinion dynamics research is the scarcity of real-world longitudinal opinion data, which complicates the validation of theoretical models. To address thi…
Style2Code: A Style-Controllable Code Generation Framework with Dual-Modal Contrastive Representation Learning
Dutao Zhang, Nicolas Rafael Arroyo Arias, YuLong He +1
Controllable code generation, the ability to synthesize code that follows a specified style while maintaining functionality, remains a challenging task. We propose a two-stage trai…