Condition Unknown: Predicting Patients' Health Conditions in an Online Health Community. - Changye Li 001; Zachary Levonian; Haiwei Ma; Svetlana Yarosh (CSCW Companion, 2018)

Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health records. - Yifan Li; Changye Li 001; Gavin Bart; Rui Zhang (AMIA, 2020)

Crossing the "Cookie Theft" Corpus Chasm: Applying What BERT Learns From Outside Data to the ADReSS Challenge Dementia Detection Task. - Yue Guo 007; Changye Li 001; Carol Roan; Serguei Pakhomov; Trevor Cohen (Frontiers Comput. Sci., 2021)

GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. - Changye Li 001; David S. Knopman; Weizhe Xu; Trevor Cohen; Serguei Pakhomov (ACL (1), 2022)

The Far Side of Failure: Investigating the Impact of Speech Recognition Errors on Subsequent Dementia Classification. - Changye Li 001; Trevor Cohen; Serguei Pakhomov (CoRR, 2022)

TRESTLE: Toolkit for Reproducible Execution of Speech, Text and Language Experiments. - Changye Li 001; Trevor Cohen; Martin Michalowski; Serguei Pakhomov (CoRR, 2023)

Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. - Changye Li 001; Zhecheng Sheng; Trevor Cohen; Serguei Pakhomov (ACL (Findings), 2024)

Reexamining Racial Disparities in Automatic Speech Recognition Performance: The Role of Confounding by Provenance. - Changye Li 001; Trevor Cohen; Serguei Pakhomov (CoRR, 2024)

Useful blunders: Can automated speech recognition errors improve downstream dementia classification? - Changye Li 001; Weizhe Xu; Trevor Cohen; Serguei Pakhomov (J. Biomed. Informatics, 2024)

Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking. - Zhecheng Sheng; Xiruo Ding; Brian Hur; Changye Li 001; Trevor Cohen; Serguei V. S. Pakhomov (ACL (1), 2025)

Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder. - Changye Li 001; Weizhe Xu; Serguei Pakhomov; Ellen Bradley; Dror Ben-Zeev; Trevor Cohen (CoRR, 2025)

"Is There Anything Else?": Examining Administrator Influence on Linguistic Features from the Cookie Theft Picture Description Cognitive Test. - Changye Li 001; Zhecheng Sheng; Trevor Cohen; Serguei Pakhomov (CoRR, 2025)

Reading Between the Lines: Combining Pause Dynamics and Semantic Coherence for Automated Assessment of Thought Disorder. - Feng Chen; Weizhe Xu; Changye Li 001; Serguei Pakhomov; Alex Cohen; Simran Bhola; Sandy Yin; Sunny X. Tang; Michael Mackinley; Lena Palaniyappan; Dror Ben-Zeev; Trevor Cohen (CoRR, 2025)