Zihui Ma

22 papers A* 2Journal 20
YearRankTypeTitle / Venue / Authors
2026 J jnl
Bridging the Urban Divide: Adaptive Cross-City Learning for Disaster Sentiment Understanding.
CoRR
Zihui Ma, Yiheng Chen, Runlong Yu, Afra Izzati Kamili, Fangqi Chen, Zhaoxi Zhang, Juan Li, Yuki Miura
2026 A* conf
LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning.
AAAI
Naiyi Li, Zihui Ma, Runlong Yu, Lingyao Li
2026 J jnl
Mobility Inequity and Risk Response After Hurricane Helene: Evidence from Real-Time Travel and Social Sentiment Data.
CoRR
Qian He, Zihui Ma, Songhua Hu, Behnam Tahmasbi
2026 J jnl
Politicized Attention Shifts Amplify Polarization in the Information Ecosystem during California Wildfires.
CoRR
Yiheng Chen, Alina Hagen, Fan Yang, Ratna B. Dougherty, Zihui Ma, Lingyao Li, Runlong Yu
2025 J jnl
A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation.
CoRR
Zihui Ma, Lingyao Li, Juan Li, Wenyue Hua, Jingxiao Liu, Qingyuan Feng, Yuki Miura
2025 J jnl
Analyzing public response to wildfires: A socio-spatial study using SIR models and NLP techniques.
Comput. Environ. Urban Syst.
Zihui Ma, Guangxiao Hu, Ting-Syuan Lin, Lingyao Li, Songhua Hu, Loni Hagen, Gregory B. Baecher
2025 J jnl
Empowering LLM Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response.
CoRR
Yiheng Chen, Lingyao Li, Zihui Ma, Qikai Hu, Yilun Zhu, Min Deng, Runlong Yu
2025 A* conf
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment.
EMNLP
Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng
2025 J jnl
LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment.
CoRR
Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng
2025 J jnl
LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning.
CoRR
Naiyi Li, Zihui Ma, Runlong Yu, Lingyao Li
2025 J jnl
Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design.
Comput. Environ. Urban Syst.
Lingyao Li, Songhua Hu, Yinpei Dai, Min Deng, Parisa Momeni, Gabriel Laverghetta, Lizhou Fan, Zihui Ma, Xi Wang, Siyuan Ma, Jay Ligatti, Libby Hemphill
2024 J jnl
A Bibliometric Review of Large Language Models Research from 2017 to 2023.
ACM Trans. Intell. Syst. Technol.
Lizhou Fan, Lingyao Li, Zihui Ma, Sanggyu Lee, Huizi Yu, Libby Hemphill
2024 J jnl
Assessing Response Disparities in California Wildland-Urban-Interface (WUI) Cities Using the Compartmental Model.
CoRR
Zihui Ma, Guangxiao Hu, Ting-Syuan Lin, Lingyao Li, Songhua Hu, Loni Hagen, Gregory B. Baecher
2024 J jnl
ChatGPT in education: a discourse analysis of worries and concerns on social media.
Educ. Inf. Technol.
Lingyao Li, Zihui Ma, Lizhou Fan, Sanggyu Lee, Huizi Yu, Libby Hemphill
2024 J jnl
Large Language Models in Biomedical and Health Informatics: A Bibliometric Review.
CoRR
Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma
2024 J jnl
Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis.
J. Heal. Informatics Res.
Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma
2024 J jnl
Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design.
CoRR
Lingyao Li, Songhua Hu, Yinpei Dai, Min Deng, Parisa Momeni, Gabriel Laverghetta, Lizhou Fan, Zihui Ma, Xi Wang, Siyuan Ma, Jay Ligatti, Libby Hemphill
2023 J jnl
A Bibliometric Review of Large Language Models Research from 2017 to 2023.
CoRR
Lizhou Fan, Lingyao Li, Zihui Ma, Sanggyu Lee, Huizi Yu, Libby Hemphill
2023 J jnl
ChatGPT in education: A discourse analysis of worries and concerns on social media.
CoRR
Lingyao Li, Zihui Ma, Lizhou Fan, Sanggyu Lee, Huizi Yu, Libby Hemphill
2023 J jnl
Investigating disaster response through social media data and the Susceptible-Infected-Recovered (SIR) model: A case study of 2020 Western U.S. wildfire season.
CoRR
Zihui Ma, Lingyao Li, Libby Hemphill, Gregory B. Baecher
2023 J jnl
Thriving in a Pandemic: Lessons Learned from a Resilient University Program Seen Through the CoI Lens.
CoRR
Zihui Ma, Lingyao Li, John C. E. Johnson
2022 J jnl
Dynamic assessment of the COVID-19 vaccine acceptance leveraging social media data.
J. Biomed. Informatics
Lingyao Li, Jiayan Zhou, Zihui Ma, Michelle Terese Bensi, Molly A. Hall, Gregory B. Baecher