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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

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Chang-Ai Sun

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Open access Oct 2026

SpectraDL: A Historical Issue-Driven, Test Specification-Assisted Transfer Testing Approach for Deep Learning Frameworks via LLMs

Deep learning (DL) frameworks provide diverse fundamental algorithmic units as operators, which are critical infrastructure for constructing various intelligent software. Since mainstream frameworks widely adopt the open-source development paradigm, bugs may recur across operators and even across frameworks. Recent stu...

Shi-Fan Liu, Chang-Ai Sun, Fu-Lei Wu et al. · 0 citations

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