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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Rong Ma

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Open access Aug 2026

Research on the Application of Knowledge Graph Technology in Visual Analysis of Contemporary Writers’ Creative Context

With the deepening of digital humanities research, traditional studies of writers’ creative works, which mainly rely on close reading and inductive interpretation, face limitations in structural modeling, evolutionary path visualization, and systematic integration of multidimensional semantic relationships. This paper...

Rong Ma, Minggui Hu · 0 citations
Open access 2026

Toward Trustworthy Chinese Large Language Models: A Multi-Dimensional Evaluation of Toxicity, Bias, and Robustness

: Large language models (LLMs) have emerged as a transformative foundation across natural language processing and intelligent systems, yet their security, robustness, and responsible deployment remain critical open challenges. In particular, the multi-dimensional evaluation of toxicity and bias in Chinese LLMs remains...

Rong Ma, Jin Ren, Shaobing Shen et al. · 0 citations

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