Lizhou Fan

According to our database, Lizhou Fan authored at least 37 papers between 2020 and 2025.

Collaborative distances:

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

2025

Cross-Enhanced Multimodal Fusion of Eye-Tracking and Facial Features for Alzheimer's Disease Diagnosis.

Yujie Nie, Jianzhang Ni, Yonglong Ye, Yuan-Ting Zhang, Yun Kwok Wing, Xiangqing Xu, Xin Ma, Lizhou Fan

CoRR, October, 2025

DispatchMAS: Fusing taxonomy and artificial intelligence agents for emergency medical services.

Xiang Li, Huizi Yu, Wenkong Wang, Yiran Wu, Jiayan Zhou, Wenyue Hua, Xinxin Lin, Wenjia Tan, Lexuan Zhu, Bingyi Chen, Guang Chen, Ming-Li Chen, Yang Zhou, Zhao Li, Themistocles L. Assimes, Yongfeng Zhang, Qingyun Wu, Xin Ma, Lingyao Li, Lizhou Fan

CoRR, October, 2025

Medical Hallucinations in Foundation Models and Their Impact on Healthcare.

Yubin Kim, Hyewon Jeong, Shan Chen, Shuyue Stella Li, Mingyu Lu, Kumail Alhamoud, Jimin Mun, Cristina Grau, Minseok Jung, Rodrigo Gameiro, Lizhou Fan, Eugene Park, Tristan Lin, Joonsik Yoon, Wonjin Yoon, Maarten Sap, Yulia Tsvetkov, Paul Liang, Xuhai Xu, Xin Liu, Daniel McDuff, Hyeonhoon Lee, Hae Won Park, Samir Tulebaev, Cynthia Breazeal

CoRR, March, 2025

Toward Equitable Access: Leveraging Crowdsourced Reviews to Investigate Public Perceptions of Health Resource Accessibility.

Zhaoqian Xue, Guanhong Liu, Kai Wei, Chong Zhang, Qingcheng Zeng, Songhua Hu, Wenyue Hua, Lizhou Fan, Yongfeng Zhang, Lingyao Li

CoRR, February, 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

Enhancing autism spectrum disorder early detection with parent-child dyads block-play protocol and attention-enhanced hybrid deep learning framework.

Xiang Li, Lizhou Fan, Hanbo Wu, Kunping Chen, Xiaoxiao Yu, Chao Che, Zhifeng Cai, Xiuhong Niu, Aihua Cao, Xin Ma

Eng. Appl. Artif. Intell., 2025

Skip-AttSeqNet: Leveraging skip connection and attention-driven Seq2seq model to enhance eye movement event detection in Parkinson's disease.

Xin Wang, Lizhou Fan, Haiyun Li, Xiaochan Bi, Wenjing Jiang, Xin Ma

Biomed. Signal Process. Control., 2025

EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs.

Sam Lin, Wenyue Hua, Zhenting Wang, Mingyu Jin, Lizhou Fan, Yongfeng Zhang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

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, Yongfeng Zhang

Proceedings of the Findings of the Association for Computational Linguistics, 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

"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, May, 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, Xintong Wang, Yongfeng Zhang

CoRR, 2024

Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation.

Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan, Hugo J. W. L. Aerts, Jack Gallifant, Danielle S. Bitterman

CoRR, 2024

AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow.

Huizi Yu, Jiayan Zhou, Lingyao Li, Shan Chen, Jack Gallifant, Anye Shi, Xiang Li, Wenyue Hua, Mingyu Jin, Guang Chen, Yang Zhou, Zhao Li, Trisha Gupte, Ming-Li Chen, Zahra Azizi, Yongfeng Zhang, Themistocles L. Assimes, Xin Ma, Danielle S. Bitterman, Lin Lu, Lizhou Fan

CoRR, 2024

Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework.

Xiang Li, Lizhou Fan, Hanbo Wu, Kunping Chen, Xiaoxiao Yu, Chao Che, Zhifeng Cai, Xiuhong Niu, Aihua Cao, Xin Ma

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

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

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, 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

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, Xin Ma, Yongfeng Zhang

CoRR, 2024

Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.

Mingyu Jin, Qinkai Yu, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang, Yanda Meng

CoRR, 2024

Leveraging multimodal deep learning framework and a comprehensive audio-visual dataset to advance Parkinson's detection.

Cuihua Lv, Lizhou Fan, Haiyun Li, Jun Ma, Wenjing Jiang, Xin Ma

Biomed. Signal Process. Control., 2024

NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.

Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

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

DataChat: Prototyping a Conversational Agent for Dataset Search and Visualization.

Lizhou Fan, Sara Lafia, Lingyao Li, Fangyuan Yang, Libby Hemphill

CoRR, 2023

Mining Semantic Relations in Data References to Understand the Roles of Research Data in Academic Literature.

Lizhou Fan, Sara Lafia, Morgan F. Wofford, Andrea K. Thomer, Elizabeth Yakel, Libby Hemphill

Proceedings of the ACM/IEEE Joint Conference on Digital Libraries, 2023

2022

Subdivisions and crossroads: Identifying hidden community structures in a data archive's citation network.

Sara Lafia, Lizhou Fan, Andrea K. Thomer, Libby Hemphill

Quant. Sci. Stud., 2022

Using Machine Learning to Enhance Archival Processing of Social Media Archives.

Lizhou Fan, Zhanyuan Yin, Huizi Yu, Anne J. Gilliland

ACM Journal on Computing and Cultural Heritage, 2022

Algorithmic Close Reading: Using Semantic Triplets to Index and Analyze Agency in Holocaust Testimonies.

Lizhou Fan, Todd Presner

Digit. Humanit. Q., 2022

Librarian-in-the-Loop: A Natural Language Processing Paradigm for Detecting Informal Mentions of Research Data in Academic Literature.

Lizhou Fan, Sara Lafia, David A. Bleckley, Elizabeth Moss, Andrea K. Thomer, Libby Hemphill

CoRR, 2022

A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature.

Sara Lafia, Lizhou Fan, Libby Hemphill

Proceedings of the Crisis, Transition, Resilience: Re-imagining an information resilient society, 2022

2021

#StopAsianHate: Archiving and Analyzing Twitter Discourse in the Wake of the 2021 Atlanta Spa Shootings.

Lizhou Fan, Huizi Yu, Anne J. Gilliland

Proceedings of the Information: Equity, Diversity, Inclusion, Justice, and Relevance, 2021

2020

Digital Humanities Methods for Analyzing Holocaust and Genocide Testimonies.

Todd Presner, Anna Bonazzi, Lizhou Fan, Gábor Tóth, Rachel Deblinger, David Shepard

Proceedings of the 15th Annual International Conference of the Alliance of Digital Humanities Organizations, 2020

Using a Three-step Social Media Similarity (TSMS) Mapping Method to Analyze Controversial Speech Relating to COVID-19 in Twitter Collections.

Zhanyuan Yin, Lizhou Fan, Huizi Yu, Anne J. Gilliland

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

Stigmatization in social media: Documenting and analyzing hate speech for COVID -19 on Twitter.

Lizhou Fan, Huizi Yu, Zhanyuan Yin

Proceedings of the Information for a Sustainable World: Addressing Society's Grand Challenges, 2020