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Author

Bo-Jian Sun

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Open access Oct 2026

Delegation Is Not Assistance: Agentic AI and Assessment Governance in Higher Education - A Comparative Documentary Analysis of 12 Universities

The study proposes the Delegation-Evidence-Access (DEA) framework, which moves governance from tool permission towards responsibility allocation, and derives four assessment contexts and a task-, course-, and programme-level implementation model.

Kai-Yan Wong, Bo-Jian Sun · 0 citations
#artificial intelligence Preprint Oct 2026

AlignPoison: Conditional Targeted Poisoning of Generative Recommenders via Decoding-Aligned Prefixes

Generative recommendation models based on autoregressive decoding have been adopted as alternatives to classical ranking-based systems. While their modeling flexibility has been widely studied, their resilience to data poisoning remains largely unexplored. In this work, we ask: how susceptible are generative recommende...

Zhuo-Xuan Zhang, Jinhao Duan, Xin-Yu Zhao et al. · 0 citations

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