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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

Peng Jiang

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Book Open access Aug 2026

Generative Auto-Bidding in Large-Scale Auctions via Diffusion Completer-Aligner

This work proposes a Causal auto-Bidding method based on a Diffusion completer-aligner framework, termed CBD, which achieves superior performance on large-scale auto-bidding benchmarks, but also delivers significant improvements on an online advertising platform, including a 2.0% increase in target cost.

Ye-Wen Li, Jingtong Gao, Peng Jiang et al. · 0 citations
Book Open access Sep 2026

Attending to the Core: Core-Task Attention for Recommendation

Core Task Attention (CTAtt), a core-task-centric method that employs a novel attention mechanism to adaptively aggregate informative representations from auxiliary tasks into the core task’s prediction tower, and achieves strong performance even when built upon a simple Shared-Bottom architecture.

Jing-Yang Chen, Chen-Ye Sun, Man Zhou et al. · 0 citations

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