Surya Rayala

According to our database, Surya Rayala authored at least 6 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

A Theory-Guided LLM Pedagogical Agent for STEM+C Scaffolding Without Over-Reliance.

Clayton Cohn, Surya Rayala, Siyuan Guo, Hanchen David Wang, Naveeduddin Mohammed, Umesh Timalsina, Shruti Jain, Ryan Li, Angela Eeds, Menton M. Deweese, Pamela Osborn Popp, Rebekah Stanton, Shakeera Walker, Ashwin T. S., Meiyi Ma, Gautam Biswas

CoRR, May, 2026

AI-Assisted Competency Assessment from Egocentric Video in Simulation-Based Nursing Education.

Hanchen David Wang, Yilin Liu, Madison J. Lee, Surya Rayala, Gautam Biswas, Daniel T. Levin, Meiyi Ma

CoRR, May, 2026

Evidence-Decision-Feedback: Theory-Driven Adaptive Scaffolding for LLM Agents.

Clayton Cohn, Siyuan Guo, Surya Rayala, Hanchen David Wang, Naveeduddin Mohammed, Umesh Timalsina, Shruti Jain, Angela Eeds, Menton M. Deweese, Pamela Osborn Popp, Rebekah Stanton, Shakeera Walker, Meiyi Ma, Gautam Biswas

CoRR, February, 2026

A Theory of Adaptive Scaffolding for LLM-Based Pedagogical Agents.

Clayton Cohn, Surya Rayala, Namrata Srivastava, Joyce Horn Fonteles, Shruti Jain, Xinying Luo, Divya Mereddy, Naveeduddin Mohammed, Gautam Biswas

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Video-Based Performance Evaluation for ECR Drills in Synthetic Training Environments.

Surya Rayala, Marcos Quiñones-Grueiro, Naveeduddin Mohammed, Ashwin T. S., Benjamin Goldberg, Randall Spain, Paige Lawton, Gautam Biswas

CoRR, December, 2025

Personalizing Student-Agent Interactions Using Log-Contextualized Retrieval Augmented Generation (RAG).

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

CoRR, May, 2025