| 2026 | LAK | A Novel Approach to Evaluating the Effectiveness of Large Language Models for Multimodal Analysis of Embodied Learning in Classrooms. | Joyce Horn Fonteles, Nithin Sivakumaran, Clayton Cohn, Austin Coursey, Shoubin Yu, Elias Stengel-Eskin, Ashwin T. S., Mohit Bansal, Gautam Biswas |
| 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 |
| 2026 | SAC | Retaining Emotions, Removing Identity: Valence-Arousal Guided De-Identification for Educational Applications. | Ashwin T. S., Nihar Sanda, Austin Coursey, Vaibhav Gupta, Gautam Biswas |
| 2024 | EDM | Investigating the Relations between Students' Affective States and the Coherence in their Activities in Open-Ended Learning Environments. | Celestine E. Akpanoko, Ashwin T. S., Grayson Cordell, Gautam Biswas |
| 2024 | ICCE | Designing an AI-Enhanced Timeline for Monitoring Multimodal Interactions in Embodied Learning Environments. | Joyce Horn Fonteles, Namrata Srivastava, Eduardo Davalos, Ashwin T. S., 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 | ICMI | 3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments. | Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Gautam Biswas |
| 2024 | ICMI | Relating Students Cognitive Processes and Learner-Centered Emotions: An Advanced Deep Learning Approach. | Ashwin T. S., Gautam Biswas |
| 2023 | EDM | Fostering Interaction in Computer-Supported Collaborative Learning Environment. | Pratiksha Virendra Patil, Ashwin T. S., Ramkumar Rajendran |
| 2023 | ICCE | Keeping Teams in the Game: Predicting Dropouts in Online Problem-Based Learning Competition. | Aditya Panwar, Ashwin T. S., Ramkumar Rajendran, Kavi Arya |
| 2023 | ICCE | DLOT: An open-source application to assist human observers. | Ashwin T. S., Danish Shafi Shaikh, Ramkumar Rajendran |
| 2018 | ICALT | CVUCAMS: Computer Vision Based Unobtrusive Classroom Attendance Management System. | Sujit Kumar Gupta, Ashwin T. S., Ram Mohana Reddy Guddeti |
| 2018 | ICALT | Unobtrusive Students' Engagement Analysis in Computer Science Laboratory Using Deep Learning Techniques. | Ashwin T. S., Ram Mohana Reddy Guddeti |
| 2018 | ICALT | A Reinforcement Learning and Recurrent Neural Network Based Dynamic User Modeling System. | Abhishek Tripathi, Ashwin T. S., Ram Mohana Reddy Guddeti |