Publications

Publications and manuscripts.

You can also find my papers on Google Scholar.

2026

  1. Evaluating Adaptive Personalization of Educational Readings with Simulated Learners
    Evaluating Adaptive Personalization of Educational Readings with Simulated Learners
    Ryan T. Woo*, Anmol Rao*, Aryan Keluskar, and Yinong Chen
    arXiv preprint. Accepted to the ACL SIGEDU 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
  2. Do Student Emotions Influence Learning During Virtual Field Trips? A Computer Vision Analysis of Emotion States in Desktop-based Virtual Reality
    Do Student Emotions Influence Learning During Virtual Field Trips? A Computer Vision Analysis of Emotion States in Desktop-based Virtual Reality
    Ryan T. Woo, Foysal Ahmed, Parth Bhadaniya, Ricardo Eiris, and Masoud Gheisari
    In ASCE International Conference on Computing in Civil Engineering (i3CE 2026). Accepted.
  3. OpenMRT: Outdoor Thermal Exposure and Comfort Modeling using Street View Imagery
    Ariane Middel, Pouya Shaeri, Ryan T. Woo, and E. Scott Krayenhoff
    Manuscript in preparation, 2026

2025

  1. Explainable Human-in-the-Loop Segmentation via Critic Feedback Signals
    Explainable Human-in-the-Loop Segmentation via Critic Feedback Signals
    Pouya Shaeri, Ryan T. Woo, Yasaman Mohammadpour, and Ariane Middel
    arXiv preprint. Submitted to The IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2026).
  2. Tri-Accel: Curvature-Aware Precision-Adaptive and Memory-Elastic Optimization for Efficient GPU Usage
    Mohsen Sheibanian, Pouya Shaeri, Alimohammad Beigi, Ryan T. Woo, and Aryan Keluskar
    arXiv preprint. Submitted to the ScaleOPT Workshop at NeurIPS 2025.