| 2026 | LAK | Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning. | Jiayi Zhang, Conrad Borchers, Clayton Cohn, Namrata Srivastava, Caitlin Snyder, Siyuan Guo, Ashwin T. S., Naveeduddin Mohammed, Haley Noh, Gautam Biswas |
| 2024 | AIED | Towards a Human-in-the-Loop LLM Approach to Collaborative Discourse Analysis. | Clayton Cohn, Caitlin Snyder, Justin Montenegro, Gautam Biswas |
| 2024 | ICCE | Combining Multimodal Analyses of Students' Emotional and Cognitive States to Understand Their Learning Behaviors. | Ashwin T. S., Caitlin Snyder, Celestine E. Akpanoko, Srigowri M. P., Gautam Biswas |
| 2024 | LAK | Analyzing Students Collaborative Problem-Solving Behaviors in Synergistic STEM+C Learning. | Caitlin Snyder, Nicole M. Hutchins, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas |
| 2022 | AIED | Assessing Students' Knowledge Co-construction Behaviors in a Collaborative Computational Modeling Environment. | Caitlin Snyder, Cai-Ting Wen, Gautam Biswas |
| 2020 | AIED | Understanding Collaborative Question Posing During Computational Modeling in Science. | Caitlin Snyder, Nicole M. Hutchins, Gautam Biswas, Mona Emara, Bernard Yett, Shitanshu Mishra |
| 2020 | AIED | Evaluating Student Learning in a Synchronous, Collaborative Programming Environment Through Log-Based Analysis of Projects. | Bernard Yett, Nicole Hutchins, Caitlin Snyder, Ningyu Zhang, Shitanshu Mishra, Gautam Biswas |
| 2020 | ICCE | Using Log and Discourse Analysis to Improve Understanding of Collaborative Programming. | Bernard Yett, Caitlin Snyder, Ningyu Zhang, Nicole Hutchins, Shitanshu Mishra, Gautam Biswas |
| 2020 | SIGCSE | A Hands-On Cybersecurity Curriculum Using a Robotics Platform. | Bernard Yett, Nicole Hutchins, Gordon Stein, Hamid Zare, Caitlin Snyder, Gautam Biswas, Mary Metelko, kos Ldeczi |
| 2019 | AIED | A Systematic Approach for Analyzing Students' Computational Modeling Processes in C2STEM. | Nicole Hutchins, Gautam Biswas, Shuchi Grover, Satabdi Basu, Caitlin Snyder |
| 2019 | AIED | Understanding Students' Model Building Strategies Through Discourse Analysis. | Caitlin Snyder, Nicole Hutchins, Gautam Biswas, Shuchi Grover |