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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

Fu-Kun Chen

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Open access Oct 2026

Multimodal Counterfactual Fusion with Causality-Guided Contrastive Learning for Noise-Robust Recommendation

Multimodal Recommender Systems (MRSs) leverage heterogeneous data to alleviate data sparsity, yet they remain vulnerable to spurious correlations and modality noise that obscure the rationale behind recommendations. To address this, we propose the Multimodal Counterfactual Fusion with the Causality-Guided Contrastive L...

Shu-Yun Fang, Jun-Ling Wang, Xin-Xin Shao et al. · 0 citations
Open access Aug 2026

SynaSpace: Behavior-Driven Configuration Optimization of Test Generators for Logic Synthesis Testing

SynaSpace is a behavior-driven configuration optimization framework for fault detection in logic synthesis tools that focuses on synthesis behavior coverage to guide configuration search, by constructing behavioral representations through joint analysis of synthesis logs and gate-level netlists.

Pei-Yu Zou, Xiao-Chen Li, Yijia Meng et al. · 0 citations

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