Author

Shuai Ma

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#artificial intelligence Preprint Jul 2026

Same Stories, Different Journeys: Exploring Persona-Grounded Conversational Agents for Supporting Career Exploration with Peers'Posts

This paper developed JobMate, a prototype featuring agents that have personas built upon peers' posts and follow the self-determination theory to converse with users, and discusses design implications for combining authentic peer experiences with generative AI in career exploration.

Peng-Ping Tan, Bao-Quan Zhao, Shuai Ma et al. · 0 citations

#human-computer interacti... Preprint Sep 2026

Alignment and Divergence between Humans and AI in Interpersonal Privacy Decisions

Interestingly, greater familiarity within the owner-co-owner dyad was associated with both higher disclosure acceptability and lower co-owner misalignment, whereas the exploratory four-item empathy measure was not.

Han-Xiang Zeng, Shu-Ning Zhang, Xin-Yuan Zhou et al. · 1 citation

#human-computer interacti... Preprint Aug 2026

Graphionale: How Graph Visualizations of LLM Rationales Affect Human Decision Making

Graphionale is developed as a testbed for empirically studying argument-map-style rationale visualization, and its findings contribute empirical design knowledge about when and how graphical rationales support human decision making, and inform the next-generation reasoning-aware AI interfaces.

Xin-Ru Wang, Zhexue Ma, Ming Yin et al. · 0 citations