Social media crowdsourcing for rapid damage assessment following a sudden-onset natural hazard event. - Lingyao Li; Michelle Bensi; Qingbin Cui; Gregory B. Baecher; You Huang (Int. J. Inf. Manag., 2021)

Key factors in MOOC pedagogy based on NLP sentiment analysis of learner reviews: What makes a hit. - Lingyao Li; John Johnson; William Aarhus; Dhawal Shah (Comput. Educ., 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)

DataChat: Prototyping a Conversational Agent for Dataset Search and Visualization. - Lizhou Fan; Sara Lafia; Lingyao Li; Fangyuan Yang; Libby Hemphill (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)

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)

War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars. - Wenyue Hua; Lizhou Fan; Lingyao Li; Kai Mei; Jianchao Ji; Yingqiang Ge; Libby Hemphill; Yongfeng Zhang (CoRR, 2023)

NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes. - Lizhou Fan; Wenyue Hua; Lingyao Li; Haoyang Ling; Yongfeng Zhang (ACL (1), 2024)

Landscape of Large Language Models in Global English News: Topics, Sentiments, and Spatiotemporal Analysis. - Lu Xian; Lingyao Li; Yiwei Xu; Ben Zefeng Zhang; Libby Hemphill (ICWSM, 2024)

Landscape of Generative AI in Global News: Topics, Sentiments, and Spatiotemporal Analysis. - Lu Xian; Lingyao Li; Yiwei Xu; Ben Zefeng Zhang; Libby Hemphill (CoRR, 2024)

NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models. - Lizhou Fan; Wenyue Hua; Xiang Li; Kaijie Zhu; Mingyu Jin; Lingyao Li; Haoyang Ling; Jinkui Chi; Jindong Wang 001; Xin Ma; Yongfeng Zhang (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)

Crowdsourcing public attitudes toward local services through the lens of Google Maps reviews: An urban density-based perspective. - Lingyao Li; Songhua Hu; Atiyya Shaw; Libby Hemphill (CoRR, 2024)

BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis. - Shuhang Lin; Wenyue Hua; Lingyao Li; Che-Jui Chang; Lizhou Fan; Jianchao Ji; Hang Hua; Mingyu Jin; Jiebo Luo 001; Yongfeng Zhang (CoRR, 2024)

A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs). - Lingyao Li; Jiayan Zhou; Zhenxiang Gao; Wenyue Hua; Lizhou Fan; Huizi Yu; Loni Hagen; Yongfeng Zhang; Themistocles L. Assimes; Libby Hemphill; Siyuan Ma (CoRR, 2024)

Prompt Design Matters for Computational Social Science Tasks but in Unpredictable Ways. - Shubham Atreja; Joshua Ashkinaze; Lingyao Li; Julia Mendelsohn; Libby Hemphill (CoRR, 2024)

Crowdsourced reviews reveal substantial disparities in public perceptions of parking. - Lingyao Li; Songhua Hu; Ly Dinh; Libby Hemphill (CoRR, 2024)

When AI Meets Finance (StockAgent): Large Language Model-based Stock Trading in Simulated Real-world Environments. - Chong Zhang 006; Xinyi Liu; Mingyu Jin; Zhongmou Zhang; Lingyao Li; Zhenting Wang; Wenyue Hua; Dong Shu; Suiyuan Zhu; Xiaobo Jin; Sujian Li; Mengnan Du; et al. (CoRR, 2024)

Academic collaboration on large language model studies increases overall but varies across disciplines. - Lingyao Li; Ly Dinh; Songhua Hu; Libby Hemphill (CoRR, 2024)

Characterizing Online Toxicity During the 2022 Mpox Outbreak: A Computational Analysis of Topical and Network Dynamics. - Lizhou Fan; Lingyao Li; Libby Hemphill (CoRR, 2024)

Recent advances in deep learning and language models for studying the microbiome. - Binghao Yan; Yunbi Nam; Lingyao Li; Rebecca A. Deek; Hongzhe Li; Siyuan Ma (CoRR, 2024)

AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow. - Huizi Yu; Jiayan Zhou; Lingyao Li; Shan Chen 004; Jack Gallifant; Anye Shi; Xiang Li; Wenyue Hua; Mingyu Jin; Guang Chen; Yang Zhou; Zhao Li; et al. (CoRR, 2024)

Game-theoretic LLM: Agent Workflow for Negotiation Games. - Wenyue Hua; Ollie Liu; Lingyao Li; Alfonso Amayuelas; Julie Chen; Lucas Jiang; Mingyu Jin; Lizhou Fan; Fei Sun; William Wang 001; Xintong Wang; Yongfeng Zhang (CoRR, 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)

"HOT" ChatGPT: The Promise of ChatGPT in Detecting and Discriminating Hateful, Offensive, and Toxic Comments on Social Media. - Lingyao Li; Lizhou Fan; Shubham Atreja; Libby Hemphill (ACM Trans. Web, 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., 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., 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., 2024)

Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities. - Wenyue Hua; Kaijie Zhu; Lingyao Li; Lizhou Fan; Mingyu Jin; Shuhang Lin; Haochen Xue; Zelong Li; Jindong Wang 001; Yongfeng Zhang (ACL (Findings), 2025)

ADO: Automatic Data Optimization for Inputs in LLM Prompts. - Sam Lin; Wenyue Hua; Lingyao Li; Zhenting Wang; Yongfeng Zhang (ACL (Findings), 2025)

SeniorSafeAI: LLM-based Chatbot to Assist Senior Citizen Victims of Cybercrime. - Ly Dinh; Loni Hagen; Lingyao Li; Marlena Bolton; Courtney Weber; George W. Burruss (FLAIRS, 2025)

Human and AI Alignment on Stance Detection - A Case Study of the United Healthcare CEO Assassination. - Loni Hagen; Alina Hagen; Daniel Tafmizi; Christopher Reddish; Ashely Fox; Lingyao Li; Nicolau DePaula (FLAIRS, 2025)

What's in a Prompt?: A Large-Scale Experiment to Assess the Impact of Prompt Design on the Compliance and Accuracy of LLM-Generated Text Annotations. - Shubham Atreja; Joshua Ashkinaze; Lingyao Li; Julia Mendelsohn; Libby Hemphill (ICWSM, 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)

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)

Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt. - Qingcheng Zeng; Guanhong Liu; Zhaoqian Xue; Diego Ford; Rob Voigt; Loni Hagen; Lingyao Li (CoRR, 2025)

Toward Equitable Access: Leveraging Crowdsourced Reviews to Investigate Public Perceptions of Health Resource Accessibility. - Zhaoqian Xue; Guanhong Liu; Kai Wei; Chong Zhang 006; Qingcheng Zeng; Songhua Hu; Wenyue Hua; Lizhou Fan; Yongfeng Zhang; Lingyao Li (CoRR, 2025)

Instilling Doubts About Truth: Measuring the Impact of Tucker Carlson's Interview with Vladimir Putin Using Machine Learning and Natural Language Processing. - Loni Hagen; Ly Dinh; Golfo Alexopoulos; Lingyao Li; Diego Ford; Miyoung Chong (CoRR, 2025)

Patients Speak, AI Listens: LLM-based Analysis of Online Reviews Uncovers Key Drivers for Urgent Care Satisfaction. - Xiaoran Xu; Zhaoqian Xue; Chi Zhang; Jhonatan Medri; Junjie Xiong; Jiayan Zhou; Jin Jin; Yongfeng Zhang; Siyuan Ma; Lingyao Li (CoRR, 2025)

Crowdsourcing-Based Knowledge Graph Construction for Drug Side Effects Using Large Language Models with an Application on Semaglutide. - Zhijie Duan; Kai Wei; Zhaoqian Xue; Jiayan Zhou; Shu Yang; Siyuan Ma; Jin Jin; Lingyao Li (CoRR, 2025)

Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases. - Joseph Lee; Tianqi Shang; Jae Young Baik; Duy Duong-Tran; Shu Yang 009; Lingyao Li; Li Shen 001 (CoRR, 2025)

Invisible Prompts, Visible Threats: Malicious Font Injection in External Resources for Large Language Models. - Junjie Xiong; Changjia Zhu; Shuhang Lin; Chong Zhang 006; Yongfeng Zhang; Yao Liu 007; Lingyao Li (CoRR, 2025)

Know the Ropes: A Heuristic Strategy for LLM-based Multi-Agent System Design. - Zhenkun Li; Lingyao Li; Shuhang Lin; Yongfeng Zhang (CoRR, 2025)

A Longitudinal Analysis of Experiences with Semaglutide Across Twitter User Subpopulations. - Parisa Momeni; Gabriel Laverghetta; Jay Ligatti; Lingyao Li (CoRR, 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, 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 (CoRR, 2025)

Integrating LLMs and Digital Twins for Adaptive Multi-Robot Task Allocation in Construction. - Min Deng; Bo Fu; Lingyao Li; Xi Wang (CoRR, 2025)

AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models. - Dong Shu; Chong Zhang 006; Mingyu Jin; Zihao Zhou; Lingyao Li (SIGKDD Explor., 2025)

DynamiCare: A Dynamic Multi-Agent Framework for Interactive and Open-Ended Medical Decision-Making. - Tianqi Shang; Weiqing He; Charles Zheng; Lingyao Li; Li Shen; Bingxin Zhao (CoRR, 2025)

From Pixels to Places: A Systematic Benchmark for Evaluating Image Geolocalization Ability in Large Language Models. - Lingyao Li; Runlong Yu; Qikai Hu; Bowei Li; Min Deng; Yang Zhou; Xiaowei Jia (CoRR, 2025)

Guardians and Offenders: A Survey on Harmful Content Generation and Safety Mitigation of LLM. - Chi Zhang; Changjia Zhu; Junjie Xiong; Xiaoran Xu; Lingyao Li; Yao Liu 007; Zhuo Lu (CoRR, 2025)

LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning. - Naiyi Li; Zihui Ma; Runlong Yu; Lingyao Li (CoRR, 2025)

RAG for Geoscience: What We Expect, Gaps and Opportunities. - Runlong Yu; Shiyuan Luo; Rahul Ghosh; Lingyao Li; Yiqun Xie; Xiaowei Jia (CoRR, 2025)