Author

Chong-Zhi Wu

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Open access Sep 2026

Rational Design of Porphyrin-Based Nano-Prodrug for Overcoming ROS Resistance and Synergistic Photodynamic Cancer Therapy.

Porphyrin-based photosensitizers (PSs) are among the most widely explored agents for photodynamic therapy (PDT), yet their clinical translation is severely limited by poor biocompatibility, aggregation-induced quenching, insufficient tumor selectivity, and the intrinsic reactive oxygen species (ROS) resistance of cance...

Yi-Hui Ai, Chong-Zhi Wu, Zhi-Yao Li et al. · Small · 0 citations

#machine learning Preprint Aug 2026

A-MADiff: Attention-Guided Multi-Agent DRL with Diffusion Policies for Memory-Aware Task Orchestration in Mobile AIGC Networks

A cooperative multi-agent orchestration framework, in which each edge node is equipped with a scheduling agent to route tasks to local ASPs or neighboring edge nodes, and an attention-guided centralized critic to estimate per-agent values from cross-agent states under GPU memory heterogeneity is proposed.

Chong-Zhi Wu, Zheng-Tao Li, Jia-Wen Kang et al. · 0 citations