Lizhou Fan

48 papers Journal 38Unranked 10
YearRankTypeTitle / Venue / Authors
2026 J jnl
Evaluating an evidence-guided reinforcement learning framework in aligning light-parameter large language models with decision-making cognition in psychiatric clinical reasoning.
CoRR
Xinxin Lin, Guangxin Dai, Yi Zhong, Xiang Li, Xue Xiao, Yixin Zhang, Zhengdong Wu, Yongbo Zheng, Runchuan Zhu, Ming Zhao, Huizi Yu, Shuo Wu, Jun Zhao, Lingming Hu, Yumei Wang, Ping Yin, Joey W. Y. Chan, Ngan Yin Chan, Sijing Chen, Yun Kwok Wing, Lin Lu, Xin Ma, Lizhou Fan
2025 J jnl
Cross-Enhanced Multimodal Fusion of Eye-Tracking and Facial Features for Alzheimer's Disease Diagnosis.
CoRR
Yujie Nie, Jianzhang Ni, Yonglong Ye, Yuan-Ting Zhang, Yun Kwok Wing, Xiangqing Xu, Xin Ma, Lizhou Fan
2025 — conf
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.
ACL (Findings)
Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Mingyu Jin, Shuhang Lin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang
2025 J jnl
DispatchMAS: Fusing taxonomy and artificial intelligence agents for emergency medical services.
CoRR
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
2025 — conf
EmojiPrompt: Generative Prompt Obfuscation for Privacy-Preserving Communication with Cloud-based LLMs.
NAACL (Long Papers)
Sam Lin, Wenyue Hua, Zhenting Wang, Mingyu Jin, Lizhou Fan, Yongfeng Zhang
2025 J jnl
Enhancing autism spectrum disorder early detection with parent-child dyads block-play protocol and attention-enhanced hybrid deep learning framework.
Eng. Appl. Artif. Intell.
Xiang Li, Lizhou Fan, Hanbo Wu, Kunping Chen, Xiaoxiao Yu, Chao Che, Zhifeng Cai, Xiuhong Niu, Aihua Cao, Xin Ma
2025 J jnl
Medical Hallucinations in Foundation Models and Their Impact on Healthcare.
CoRR
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
2025 J jnl
Skip-AttSeqNet: Leveraging skip connection and attention-driven Seq2seq model to enhance eye movement event detection in Parkinson's disease.
Biomed. Signal Process. Control.
Xin Wang, Lizhou Fan, Haiyun Li, Xiaochan Bi, Wenjing Jiang, Xin Ma
2025 J jnl
Toward Equitable Access: Leveraging Crowdsourced Reviews to Investigate Public Perceptions of Health Resource Accessibility.
CoRR
Zhaoqian Xue, Guanhong Liu, Kai Wei, Chong Zhang, Qingcheng Zeng, Songhua Hu, Wenyue Hua, Lizhou Fan, Yongfeng Zhang, 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
2025 J jnl
When helpfulness backfires: LLMs and the risk of false medical information due to sycophantic behavior.
npj Digit. Medicine
Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan, Hugo J. W. L. Aerts, Jack Gallifant, Danielle S. Bitterman
2024 J jnl
"HOT" ChatGPT: The Promise of ChatGPT in Detecting and Discriminating Hateful, Offensive, and Toxic Comments on Social Media.
ACM Trans. Web
Lingyao Li, Lizhou Fan, Shubham Atreja, 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
A scoping review of using Large Language Models (LLMs) to investigate Electronic Health Records (EHRs).
CoRR
Lingyao Li, Jiayan Zhou, Zhenxiang Gao, Wenyue Hua, Lizhou Fan, Huizi Yu, Loni Hagen, Yongfeng Zhang, Themistocles L. Assimes, Libby Hemphill, Siyuan Ma
2024 J jnl
AIPatient: Simulating Patients with EHRs and LLM Powered Agentic Workflow.
CoRR
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
2024 — conf
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis.
EMNLP (System Demonstrations)
Shuhang Lin, Wenyue Hua, Lingyao Li, Che-Jui Chang, Lizhou Fan, Jianchao Ji, Hang Hua, Mingyu Jin, Jiebo Luo, Yongfeng Zhang
2024 J jnl
BattleAgent: Multi-modal Dynamic Emulation on Historical Battles to Complement Historical Analysis.
CoRR
Shuhang Lin, Wenyue Hua, Lingyao Li, Che-Jui Chang, Lizhou Fan, Jianchao Ji, Hang Hua, Mingyu Jin, Jiebo Luo, Yongfeng Zhang
2024 J jnl
Characterizing Online Toxicity During the 2022 Mpox Outbreak: A Computational Analysis of Topical and Network Dynamics.
CoRR
Lizhou Fan, Lingyao Li, Libby Hemphill
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
Disentangling Logic: The Role of Context in Large Language Model Reasoning Capabilities.
CoRR
Wenyue Hua, Kaijie Zhu, Lingyao Li, Lizhou Fan, Shuhang Lin, Mingyu Jin, Haochen Xue, Zelong Li, Jindong Wang, Yongfeng Zhang
2024 J jnl
Enhancing Autism Spectrum Disorder Early Detection with the Parent-Child Dyads Block-Play Protocol and an Attention-enhanced GCN-xLSTM Hybrid Deep Learning Framework.
CoRR
Xiang Li, Lizhou Fan, Hanbo Wu, Kunping Chen, Xiaoxiao Yu, Chao Che, Zhifeng Cai, Xiuhong Niu, Aihua Cao, Xin Ma
2024 J jnl
Game-theoretic LLM: Agent Workflow for Negotiation Games.
CoRR
Wenyue Hua, Ollie Liu, Lingyao Li, Alfonso Amayuelas, Julie Chen, Lucas Jiang, Mingyu Jin, Lizhou Fan, Fei Sun, William Wang, Xintong Wang, Yongfeng Zhang
2024 J jnl
Health-LLM: Personalized Retrieval-Augmented Disease Prediction System.
CoRR
Mingyu Jin, Qinkai Yu, Dong Shu, Chong Zhang, Lizhou Fan, Wenyue Hua, Suiyuan Zhu, Yanda Meng, Zhenting Wang, Mengnan Du, Yongfeng Zhang
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
Leveraging multimodal deep learning framework and a comprehensive audio-visual dataset to advance Parkinson's detection.
Biomed. Signal Process. Control.
Cuihua Lv, Lizhou Fan, Haiyun Li, Jun Ma, Wenjing Jiang, Xin Ma
2024 J jnl
NPHardEval4V: A Dynamic Reasoning Benchmark of Multimodal Large Language Models.
CoRR
Lizhou Fan, Wenyue Hua, Xiang Li, Kaijie Zhu, Mingyu Jin, Lingyao Li, Haoyang Ling, Jinkui Chi, Jindong Wang, Xin Ma, Yongfeng Zhang
2024 — conf
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.
ACL (1)
Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang
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
2024 J jnl
Wait, but Tylenol is Acetaminophen... Investigating and Improving Language Models' Ability to Resist Requests for Misinformation.
CoRR
Shan Chen, Mingye Gao, Kuleen Sasse, Thomas Hartvigsen, Brian Anthony, Lizhou Fan, Hugo J. W. L. Aerts, Jack Gallifant, Danielle S. Bitterman
2023 J jnl
"HOT" ChatGPT: The promise of ChatGPT in detecting and discriminating hateful, offensive, and toxic comments on social media.
CoRR
Lingyao Li, Lizhou Fan, Shubham Atreja, 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
DataChat: Prototyping a Conversational Agent for Dataset Search and Visualization.
CoRR
Lizhou Fan, Sara Lafia, Lingyao Li, Fangyuan Yang, Libby Hemphill
2023 — conf
Mining Semantic Relations in Data References to Understand the Roles of Research Data in Academic Literature.
JCDL
Lizhou Fan, Sara Lafia, Morgan F. Wofford, Andrea K. Thomer, Elizabeth Yakel, Libby Hemphill
2023 J jnl
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes.
CoRR
Lizhou Fan, Wenyue Hua, Lingyao Li, Haoyang Ling, Yongfeng Zhang
2023 J jnl
War and Peace (WarAgent): Large Language Model-based Multi-Agent Simulation of World Wars.
CoRR
Wenyue Hua, Lizhou Fan, Lingyao Li, Kai Mei, Jianchao Ji, Yingqiang Ge, Libby Hemphill, Yongfeng Zhang
2022 — conf
A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature.
ASIST
Sara Lafia, Lizhou Fan, Libby Hemphill
2022 J jnl
A Natural Language Processing Pipeline for Detecting Informal Data References in Academic Literature.
CoRR
Sara Lafia, Lizhou Fan, Libby Hemphill
2022 J jnl
Algorithmic Close Reading: Using Semantic Triplets to Index and Analyze Agency in Holocaust Testimonies.
Digit. Humanit. Q.
Lizhou Fan, Todd Presner
2022 J jnl
Librarian-in-the-Loop: A Natural Language Processing Paradigm for Detecting Informal Mentions of Research Data in Academic Literature.
CoRR
Lizhou Fan, Sara Lafia, David A. Bleckley, Elizabeth Moss, Andrea K. Thomer, Libby Hemphill
2022 J jnl
Subdivisions and Crossroads: Identifying Hidden Community Structures in a Data Archive's Citation Network.
CoRR
Sara Lafia, Lizhou Fan, Andrea K. Thomer, Libby Hemphill
2022 J jnl
Subdivisions and crossroads: Identifying hidden community structures in a data archive's citation network.
Quant. Sci. Stud.
Sara Lafia, Lizhou Fan, Andrea K. Thomer, Libby Hemphill
2022 J jnl
Using Machine Learning to Enhance Archival Processing of Social Media Archives.
ACM Journal on Computing and Cultural Heritage
Lizhou Fan, Zhanyuan Yin, Huizi Yu, Anne J. Gilliland
2021 — conf
#StopAsianHate: Archiving and Analyzing Twitter Discourse in the Wake of the 2021 Atlanta Spa Shootings.
ASIST
Lizhou Fan, Huizi Yu, Anne J. Gilliland
2020 — conf
Digital Humanities Methods for Analyzing Holocaust and Genocide Testimonies.
DH
Todd Presner, Anna Bonazzi, Lizhou Fan, Gábor Tóth, Rachel Deblinger, David Shepard
2020 — conf
Stigmatization in social media: Documenting and analyzing hate speech for COVID -19 on Twitter.
ASIST
Lizhou Fan, Huizi Yu, Zhanyuan Yin
2020 — conf
Using a Three-step Social Media Similarity (TSMS) Mapping Method to Analyze Controversial Speech Relating to COVID-19 in Twitter Collections.
IEEE BigData
Zhanyuan Yin, Lizhou Fan, Huizi Yu, Anne J. Gilliland