Author

Yi-Bo Meng

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Preprint Aug 2026

Balancing Safety and Autonomy: Accessibility-Oriented Interventions in Generative AI for Cognitive Impairment

Generative AI systems are increasingly used by older adults with cognitive impairment for everyday tasks such as information seeking, health management, and communication. While these systems provide flexible, language-based support, their open-ended outputs introduce risks of over-reliance, misinterpretation, and inap...

Yi-Bo Meng, Jing-Ruo Chen, Lyumanshan Ye et al. · 2 citations

#human-computer interacti... Preprint Sep 2026

Where Does the Human End? Creative Agency with Generative AI across Five Years of Chinese Digital Painting

A five-year interview study with 17 Chinese digital painters, based on annual semi-structured interviews from 2021 to 2025, frames these accounts as longitudinal agency partitioning, the situated work of deciding which stages, responsibilities, values, and claims remain human in creative human-agent interaction.

Yi-Bo Meng, Rui-Qi Chen, Shu-Heng Cao et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Using Grounded Theory for Agent Behavior Analysis at Scale

This work proposes AutoTraceGT (Automated Trace analysis through Grounded Theory), the first multi-agent pipeline that automates grounded theory on agent trajectories and suggests Grounded Theory offers a scalable analytic tool for ML researchers and agent developers studying what agents actually do.

Zhuo-Ran Lu, Yang-Yang Yu, Zhuo-Yan Li et al. · 0 citations