One central research focus is designing human-centered AI tools to protect information integrity. By collaborating with diverse stakeholders, such as journalists, fact-checkers, and the public, I help combat mis/disinformation and foster informed public discourse:
- Design principles for human-centered NLP fact-checking (Liu et al. 2024, Das et al. 2023)
- AI-assisted multidimensional claim prioritization (Liu et al. 2025)
- Mitigate confirmation bias via LLM-generated multi-persona debate (Shi et al. 2024)
My recent research interest expands to AI-accelerated scientific discovery, investigating how using LLMs and agents might influence different research activities:
- LLM impacts on scientific knowledge production (Xu et al. 2025)
My earlier work mainly focuses on service design for older adults:
- Community service for older adults' tech literacy and nursing (Li et al. 2023, Liu et al. 2022, Liu et al. 2022)
- Conversational agents for older adults' health (An et al. 2025)
- Service design metrics (Chehade et al. 2023)