| 2026 | AIED | Physiological and Semantic Patterns in Medical Teams Using an Intelligent Tutoring System. | Xiaoshan Huang, Conrad Borchers, Jiayi Zhang, Susanne P. Lajoie |
| 2026 | WWW | LLM Use for Mental Health: Crowdsourcing Users' Sentiment-based Perspectives and Values from Social Discussions. | Lingyao Li, Xiaoshan Huang, Renkai Ma, Ben Zefeng Zhang, Haolun Wu, Fan Yang, Chen Chen |
| 2025 | AIED | SSRLBot: Designing and Developing a Large Language Model-Based Agent Using Socially Shared Regulated Learning. | Xiaoshan Huang, Jie Gao, Haolun Wu |
| 2025 | AIED | What Makes Teamwork Work? A Multimodal Case Study on Emotions and Diagnostic Expertise in an Intelligent Tutoring System. | Xiaoshan Huang, Haolun Wu, Xue (Steve) Liu, Susanne P. Lajoie |
| 2025 | CSCW | Linking Facial Recognition of Emotions and Socially Shared Regulation in Medical Simulation. | Xiaoshan Huang, Tianlong Zhong, Haolun Wu, Yeyu Wang, Ethan Churchill, Xue Liu, David Williamson Shaffer |
| 2024 | CHI | Examining the Role of Peer Acknowledgements on Social Annotations: Unraveling the Psychological Underpinnings. | Xiaoshan Huang, Haolun Wu, Xue Liu, Susanne P. Lajoie |
| 2024 | LAK | Prompt-based and Fine-tuned GPT Models for Context-Dependent and -Independent Deductive Coding in Social Annotation. | Chenyu Hou, Gaoxia Zhu, Juan Zheng, Lishan Zhang, Xiaoshan Huang, Tianlong Zhong, Shan Li, Hanxiang Du, Chin Lee Ker |
| 2023 | ITS | The Relative Importance of Cognitive and Behavioral Engagement to Task Performance in Self-regulated Learning with an Intelligent Tutoring System. | Xiaoshan Huang, Shan Li, Susanne P. Lajoie |
| 2007 | Interspeech | An optimal speech enhancement under speech uncertainty probability and masking property of auditory system. | Xiaoshan Huang, Xiaoqun Zhao |