Ashwin T. S.

26 papers A 2B 6C 4Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 A conf
A Novel Approach to Evaluating the Effectiveness of Large Language Models for Multimodal Analysis of Embodied Learning in Classrooms.
LAK
Joyce Horn Fonteles, Nithin Sivakumaran, Clayton Cohn, Austin Coursey, Shoubin Yu, Elias Stengel-Eskin, Ashwin T. S., Mohit Bansal, Gautam Biswas
2026 A conf
Using Large Language Models to Detect Socially Shared Regulation of Collaborative Learning.
LAK
Jiayi Zhang, Conrad Borchers, Clayton Cohn, Namrata Srivastava, Caitlin Snyder, Siyuan Guo, Ashwin T. S., Naveeduddin Mohammed, Haley Noh, Gautam Biswas
2025 J jnl
A multimodal approach to support teacher, researcher and AI collaboration in STEM+C learning environments.
Br. J. Educ. Technol.
Clayton Cohn, Caitlin Snyder, Joyce Horn Fonteles, Ashwin T. S., Justin Montenegro, Gautam Biswas
2025 J jnl
CoTAL: Human-in-the-Loop Prompt Engineering, Chain-of-Thought Reasoning, and Active Learning for Generalizable Formative Assessment Scoring.
CoRR
Clayton Cohn, Nicole Hutchins, Ashwin T. S., Gautam Biswas
2025 J jnl
Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG).
CoRR
Clayton Cohn, Surya Rayala, Caitlin Snyder, Joyce Horn Fonteles, Shruti Jain, Naveeduddin Mohammed, Umesh Timalsina, Sarah K. Burriss, Ashwin T. S., Namrata Srivastava, Menton M. Deweese, Angela Eeds, Gautam Biswas
2025 J jnl
Video-Based Performance Evaluation for ECR Drills in Synthetic Training Environments.
CoRR
Surya Rayala, Marcos Quiñones-Grueiro, Naveeduddin Mohammed, Ashwin T. S., Benjamin Goldberg, Randall Spain, Paige Lawton, Gautam Biswas
2024 — conf
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.
ICMI Companion
Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Gautam Biswas
2024 J jnl
3D Gaze Tracking for Studying Collaborative Interactions in Mixed-Reality Environments.
CoRR
Eduardo Davalos, Yike Zhang, Ashwin T. S., Joyce Horn Fonteles, Umesh Timalsina, Guatam Biswas
2024 J jnl
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments.
CoRR
Joyce Horn Fonteles, Eduardo Davalos, Ashwin T. S., Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam Biswas
2024 — conf
Advancing Speaker Diarization With Whisper Speech Recognition for Different Learning Environments.
TALE
Aarsh Desai, N. V. J. K. Kartik, Priyesh Gupta, Vinayak, Ashwin T. S., Manjunath K. Vanahalli, Ramkumar Rajendran
2024 C conf
Combining Multimodal Analyses of Students' Emotional and Cognitive States to Understand Their Learning Behaviors.
ICCE
Ashwin T. S., Caitlin Snyder, Celestine E. Akpanoko, Srigowri M. P., Gautam Biswas
2024 C conf
Designing an AI-Enhanced Timeline for Monitoring Multimodal Interactions in Embodied Learning Environments.
ICCE
Joyce Horn Fonteles, Namrata Srivastava, Eduardo Davalos, Ashwin T. S., Gautam Biswas
2024 B conf
Investigating the Relations between Students' Affective States and the Coherence in their Activities in Open-Ended Learning Environments.
EDM
Celestine E. Akpanoko, Ashwin T. S., Grayson Cordell, Gautam Biswas
2024 — conf
Multimodal Analysis of Learning-Centered Emotions and Cognitive Processes in Open-Ended Learning Environments.
TALE
Samarth Yadannavar, Ashwin T. S., Rumana Pathan, Manjunath K. Vanahalli, Ramkumar Rajendran
2024 B conf
Relating Students Cognitive Processes and Learner-Centered Emotions: An Advanced Deep Learning Approach.
ICMI
Ashwin T. S., Gautam Biswas
2023 C conf
DLOT: An open-source application to assist human observers.
ICCE
Ashwin T. S., Danish Shafi Shaikh, Ramkumar Rajendran
2023 B conf
Fostering Interaction in Computer-Supported Collaborative Learning Environment.
EDM
Pratiksha Virendra Patil, Ashwin T. S., Ramkumar Rajendran
2023 C conf
Keeping Teams in the Game: Predicting Dropouts in Online Problem-Based Learning Competition.
ICCE
Aditya Panwar, Ashwin T. S., Ramkumar Rajendran, Kavi Arya
2023 J jnl
Keeping Teams in the Game: Predicting Dropouts in Online Problem-Based Learning Competition.
CoRR
Aditya Panwar, Ashwin T. S., Ramkumar Rajendran, Kavi Arya
2020 J jnl
Affective database for e-learning and classroom environments using Indian students' faces, hand gestures and body postures.
Future Gener. Comput. Syst.
Ashwin T. S., Ram Mohana Reddy Guddeti
2019 J jnl
EmoWare: A Context-Aware Framework for Personalized Video Recommendation Using Affective Video Sequences.
IEEE Access
Abhishek Tripathi, Ashwin T. S., Ram Mohana Reddy Guddeti
2019 J jnl
Students' affective content analysis in smart classroom environment using deep learning techniques.
Multim. Tools Appl.
Sujit Kumar Gupta, Ashwin T. S., Ram Mohana Reddy Guddeti
2019 J jnl
UAV based cost-effective real-time abnormal event detection using edge computing.
Multim. Tools Appl.
Md Shahzad Alam, Natesha B. V., Ashwin T. S., Ram Mohana Reddy Guddeti
2018 B conf
A Reinforcement Learning and Recurrent Neural Network Based Dynamic User Modeling System.
ICALT
Abhishek Tripathi, Ashwin T. S., Ram Mohana Reddy Guddeti
2018 B conf
CVUCAMS: Computer Vision Based Unobtrusive Classroom Attendance Management System.
ICALT
Sujit Kumar Gupta, Ashwin T. S., Ram Mohana Reddy Guddeti
2018 B conf
Unobtrusive Students' Engagement Analysis in Computer Science Laboratory Using Deep Learning Techniques.
ICALT
Ashwin T. S., Ram Mohana Reddy Guddeti