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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

Zhuo-Yang Li

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Conference Sep 2026

A dynamic multiobjective optimization framework for hybrid evaluation systems: a Bayesian inverse and adaptive weighting approach

Hybrid scoring systems integrating professional technical assessment and public preference often face critical challenges in balancing competitive fairness and public engagement. This paper proposes a multi-stage mathematical framework to optimize such dual-scoring ecosystems. First, unobserved public preference behavi...

Zhuo-Yang Li · 0 citations
Book Open access Aug 2026

Beyond Isolated Bidding: Campaign-Channel Coordination for Global Optimal Returns in Online Advertising

The key insight of C3Bid is to leverage channel-wise estimation bias as an explicit coupling mechanism, where campaign-level and channel-level bids are combined through bias-aware weighting to produce the final bid.

Yingjie Chen, Zhuo-Yang Li, Tian-Li Han et al. · 0 citations

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