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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

Junbao Chen

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2 papers indexed here

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2026

Parameter-Efficient Retriever-Reader for Trustworthy Table-Text Question Answering Toward Agentic Edge Intelligence

Resource-constrained edge intelligence increasingly requires lightweight and trustworthy access to heterogeneous knowledge, where decisions often involve reasoning over structured tables and associated text. In this paper, trustworthiness is operationalized as robustness under weak supervision, imperfect evidence selec...

Jian Lyu, Jingfeng Xue, Thar Baker et al. · 0 citations
Preprint Aug 2026

Encore: Infinite Audio-Video Generation with Adaptive Signal Routing

Existing audio-video generation methods produce well-synchronized clips but are limited to short durations, while long-video generation methods extend duration through chunk-based iterative synthesis yet lack audio entirely. Generating long audio-video jointly is fundamentally harder than either task alone: each chunk...

Shao-Hua Pan, Junbao Chen, Shengyi He et al. · 0 citations

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