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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

Rui-Xin Zhang

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2 papers indexed here

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Preprint Aug 2026

Unlocking Motion in Expressions: Temporal Calibration for Referring Video Object Segmentation

Referring Video Object Segmentation (RVOS) aims to segment referred objects at the pixel level in video sequences based on natural language descriptions. Existing methods typically introduce motion information within a unified cross-modal temporal modeling framework, where language cues are used for target localization...

Yi-Wen Jiang, Zheng Zhu, Rui-Xin Zhang et al. · 0 citations
Preprint Sep 2026

NEUROTESTGEN: Neuro-Symbolic Guided Test Generation with Large Language Models

This paper introduces NEUROTESTGEN, a hybrid approach that integrates symbolic execution with LLM-driven test synthesis to generate test cases targeting on-demand code coverage and incorporates an iterative feedback loop that validates LLM-generated tests and provides corrective guidance until the target line or branch...

Rui-Xin Zhang, Jiho Shin, H. Pham et al. · 0 citations

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