Research
Research directions and selected projects (AE+X).
My research program centers on Agentic Engineering (AE+X): building and evaluating multi-agent systems that deliver reliable outcomes in applied communication and digital media contexts.
Research portfolio (synced)
This list is synced from my internal research pool and includes published, in-press, preprints, and active projects.
Conference presentations (4)
- — 智能与计算传播学2024年年会(杭州, 2024-11-10)
- — Association for Education in Journalism and Mass Communication (AEJMC) 107th Annual Conference(Philadelphia, PA, 2024-08-08)
- — International Communication Association (ICA) 72nd Annual Conference(Paris, 2022-04-17)
- Modeling the Relationship Between Media Use and National Identity Among Macau Residents澳门居民媒体使用与国族认同间的相关关系模型— 首届粤港澳大湾区中国文化传播论坛(Guangzhou, 2021-11-06)
Published (4)
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Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: Parental mediation is meaningfully linked to children’s digital media use and health literacy, with implications for family and school interventions.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. -
Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: Newspaper framing of domestic violence varies across regions, shaping whether the issue is treated as private conflict or public responsibility.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. - 影响估差：京湘新闻人中的第三者效应和第一者因素
Accepted (1)
- Intergenerational Differences and Media Use in a Small Society: A Theoretical Exploration of the Macau Model and Its Implications for Media Ecology Research代际差异与小型社会中的媒体使用：澳门模式的理论探索及其对媒体生态研究的启示
Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: A “small-society” Macau case helps theorize how intergenerational media use patterns emerge and how local ecosystems shape them.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding.
Revise & resubmit (1)
- A Confidence–Diversity Framework for Calibrating AI Judgement in Accessible Qualitative Coding Tasks
Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: A confidence–diversity framework for calibrating AI judgement in accessible qualitative coding tasks, balancing accuracy with uncertainty awareness.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding.
Submitted (10)
- Agenda Translation on Platforms: Digital Capacity as State Communication Capacity in Local Government Health Messaging
- Catch-up under Constraint: Subnational Equalization in Reform-Era China’s Public Health Spending and Capacity, 2007–2021
- Information Freedom and COVID-19 Mortality Reporting Transparency: Cross-national Evidence
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Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: A practical way to assess (and calibrate) the reliability of LLM-based complex qualitative coding using a confidence–diversity lens.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. - Citations Are Not Evidence Chains: From Credibility Cues to Verifiable Evidence in Patient-Facing LLM Health Guidance
- Do low-carbon city pilots deliver cleaner air? Evidence of delayed gains concentrated in industrial cities
- The Paradox of Foreign Media Increasing Domestic Trust: The Mediating Role of Political and Economic Awareness in Developmental Governance Contexts
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Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: In the AI era, “orientalism” shifts from simple West–East binaries toward a subtler English-language centrism that structures visibility and authority.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding. - Identity Construction and Negotiation Among Academic Podcast Creators: Dimensions, Types, and Pathways学术播客创作者的身份建构与协商：维度、类型与路径
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Listen: audio overview
Tip: the player loads audio only when opened, to keep the page fast.Take-home: A systematic, multi-level error-correction workflow that improves the robustness of domain-specific AI/LLM outputs.Prefer listening to reading? The audio overview gives a short, two-host walkthrough of the paper’s core question, method, and key finding.
Writing (5)
- Does Broadband Rollout Mobilize Citizens? A Design-Based Reassessment Using the European Social Survey
- Global AI Narratives, Domestic Dual-Channel Agenda Relay, and Local Outcomes
- Public Health Risk Communication: Air Pollution vs Infectious Disease
- Embedded Presentation of South–South Cooperation Discourse in LLM-Generated Global South Narratives南南合作话语在大语言模型中的嵌入式呈现 / Embedded Presentation of South–South Cooperation Discourse in LLM-Generated Global South Narratives
Analysis (3)
- Broadband rollout and democratic attitudes (democratic health + immigration): evidence from the European Social Survey
- Embedded Anchoring: Why AI Cannot Replace Journalism
- Policy × Shock × Risk Communication: Low-Carbon/ETS Pilots and Pollution-Onset Messaging
Build (1)
- Agenda Lead–Lag: Central Media vs Local Government WeChat (2013–2024)