| 2026 | ACL | "Newspaper Eat" Means "Not Tasty": A Taxonomy and Benchmark for Coded Language in Real-World Chinese Online Reviews. | Ruyuan Wan, Changye Li, Ting-Hao 'Kenneth' Huang |
| 2025 | AAAI | Towards Efficient Collaboration via Graph Modeling in Reinforcement Learning. | Wenzhe Fan, Zishun Yu, Chengdong Ma, Changye Li, Yaodong Yang, Xinhua Zhang |
| 2025 | ACL | Language Models Resist Alignment: Evidence From Data Compression. | Jiaming Ji, Kaile Wang, Tianyi Alex Qiu, Boyuan Chen, Jiayi Zhou, Changye Li, Hantao Lou, Josef Dai, Yunhuai Liu, Yaodong Yang |
| 2025 | ACL | Mitigating Confounding in Speech-Based Dementia Detection through Weight Masking. | Zhecheng Sheng, Xiruo Ding, Brian Hur, Changye Li, Trevor Cohen, Serguei V. S. Pakhomov |
| 2025 | ICML | SAE-V: Interpreting Multimodal Models for Enhanced Alignment. | Hantao Lou, Changye Li, Jiaming Ji, Yaodong Yang |
| 2024 | ACL | Too Big to Fail: Larger Language Models are Disproportionately Resilient to Induction of Dementia-Related Linguistic Anomalies. | Changye Li, Zhecheng Sheng, Trevor Cohen, Serguei Pakhomov |
| 2022 | ACL | GPT-D: Inducing Dementia-related Linguistic Anomalies by Deliberate Degradation of Artificial Neural Language Models. | Changye Li, David S. Knopman, Weizhe Xu, Trevor Cohen, Serguei Pakhomov |
| 2020 | AMIA | Identifying and predicting risk factors of potential problem opioid use in chronic noncancer pain patients using electronic health records. | Yifan Li, Changye Li, Gavin Bart, Rui Zhang |
| 2018 | CSCW | Condition Unknown: Predicting Patients' Health Conditions in an Online Health Community. | Changye Li, Zachary Levonian, Haiwei Ma, Svetlana Yarosh |