Zihui Ma

According to our database, Zihui Ma authored at least 18 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

When Earth Foundation Models Meet Diffusion: An Application to Land Surface Temperature Super-Resolution.

Yiheng Chen, Zihui Ma, Peishi Jiang, Yilong Dai, Qikai Hu, Xinyue Ye, Lingyao Li, Rita Sousa, Runlong Yu

CoRR, April, 2026

Politicized Attention Shifts Amplify Polarization in the Information Ecosystem during California Wildfires.

Yiheng Chen, Alina Hagen, Fan Yang, Ratna B. Dougherty, Zihui Ma, Lingyao Li, Runlong Yu

CoRR, March, 2026

Bridging the Urban Divide: Adaptive Cross-City Learning for Disaster Sentiment Understanding.

Zihui Ma, Yiheng Chen, Runlong Yu, Afra Izzati Kamili, Fangqi Chen, Zhaoxi Zhang, Juan Li, Yuki Miura

CoRR, February, 2026

Mobility Inequity and Risk Response After Hurricane Helene: Evidence from Real-Time Travel and Social Sentiment Data.

Qian He, Zihui Ma, Songhua Hu, Behnam Tahmasbi

CoRR, January, 2026

LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning.

Naiyi Li, Zihui Ma, Runlong Yu, Lingyao Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Empowering LLM Agents with Geospatial Awareness: Toward Grounded Reasoning for Wildfire Response.

Yiheng Chen, Lingyao Li, Zihui Ma, Qikai Hu, Yilun Zhu, Min Deng, Runlong Yu

CoRR, October, 2025

A Multimodal, Multilingual, and Multidimensional Pipeline for Fine-grained Crowdsourcing Earthquake Damage Evaluation.

Zihui Ma, Lingyao Li, Juan Li, Wenyue Hua, Jingxiao Liu, Qingyuan Feng, Yuki Miura

CoRR, June, 2025

Analyzing public response to wildfires: A socio-spatial study using SIR models and NLP techniques.

Zihui Ma, Guangxiao Hu, Ting-Syuan Lin, Lingyao Li, Songhua Hu, Loni Hagen, Gregory B. Baecher

Comput. Environ. Urban Syst., 2025

Toward satisfactory public accessibility: A crowdsourcing approach through online reviews to inclusive urban design.

Lingyao Li, Songhua Hu, Yinpei Dai, Min Deng, Parisa Momeni, Gabriel Laverghetta, Lizhou Fan, Zihui Ma, Xi Wang, Siyuan Ma, Jay Ligatti, Libby Hemphill

Comput. Environ. Urban Syst., 2025

LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment.

Lingyao Li, Dawei Li, Zhenhui Ou, Xiaoran Xu, Jingxiao Liu, Zihui Ma, Runlong Yu, Min Deng

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

2024

Large Language Models in Biomedical and Health Informatics: A Review with Bibliometric Analysis.

Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma

J. Heal. Informatics Res., December, 2024

A Bibliometric Review of Large Language Models Research from 2017 to 2023.

Lizhou Fan, Lingyao Li, Zihui Ma, Sanggyu Lee, Huizi Yu, Libby Hemphill

ACM Trans. Intell. Syst. Technol., October, 2024

ChatGPT in education: a discourse analysis of worries and concerns on social media.

Lingyao Li, Zihui Ma, Lizhou Fan, Sanggyu Lee, Huizi Yu, Libby Hemphill

Educ. Inf. Technol., June, 2024

Assessing Response Disparities in California Wildland-Urban-Interface (WUI) Cities Using the Compartmental Model.

Zihui Ma, Guangxiao Hu, Ting-Syuan Lin, Lingyao Li, Songhua Hu, Loni Hagen, Gregory B. Baecher

CoRR, 2024

Large Language Models in Biomedical and Health Informatics: A Bibliometric Review.

Huizi Yu, Lizhou Fan, Lingyao Li, Jiayan Zhou, Zihui Ma, Lu Xian, Wenyue Hua, Sijia He, Mingyu Jin, Yongfeng Zhang, Ashvin Gandhi, Xin Ma

CoRR, 2024

2023

Thriving in a Pandemic: Lessons Learned from a Resilient University Program Seen Through the CoI Lens.

Zihui Ma, Lingyao Li, John C. E. Johnson

CoRR, 2023

Investigating disaster response through social media data and the Susceptible-Infected-Recovered (SIR) model: A case study of 2020 Western U.S. wildfire season.

Zihui Ma, Lingyao Li, Libby Hemphill, Gregory B. Baecher

CoRR, 2023

2022

Dynamic assessment of the COVID-19 vaccine acceptance leveraging social media data.

Lingyao Li, Jiayan Zhou, Zihui Ma, Michelle Terese Bensi, Molly A. Hall, Gregory B. Baecher

J. Biomed. Informatics, 2022