Author

Lei-Ying Chen

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Book Open access Aug 2026

A Self-Triggered Agentic Push Recommendation System

STEPS reformulates push recommendation as a self-triggered agentic process in which the system decides not only whether to send a push, but also when to invoke itself again, thereby forming a closed loop that balances real-time effectiveness and efficiency.

Zhao-Yu Zhang, Qing-Ying Chen, Chun-Yuan Zheng et al. · Proceedings of the 20th ACM... · 0 citations

Preprint Aug 2026

DREAM Technical Report

This work presents DREAM (Developing Recommender Engine with Agentic Methods), an autonomous optimization control architecture that adds a perception-aware, orchestrable, and auditable policy layer atop existing pipelines without replacing them, supporting agentic meta-control as a viable paradigm for industrial recomm...

Bin Zhang, Bo-Wen Zheng, Chao Yi et al. · 0 citations