Publications rtwoo@asu.edu:~/publications$ 

2026

1. 

   Evaluating Adaptive Personalization of Educational Readings with Simulated Learners

   Ryan Woo, Anmol Rao, Aryan Keluskar, and Yinong Chen

   In Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026). Presented at the ACL SIGEDU 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026).

   DOI arXiv Bib

   @inproceedings{woo2026adaptive,
     title = {Evaluating Adaptive Personalization of Educational Readings with Simulated Learners},
     author = {Woo, Ryan and Rao, Anmol and Keluskar, Aryan and Chen, Yinong},
     booktitle = {Proceedings of the 21st Workshop on Innovative Use of {NLP} for Building Educational Applications ({BEA} 2026)},
     pages = {941--950},
     month = jul,
     year = {2026},
     address = {San Diego, California, USA},
     publisher = {Association for Computational Linguistics},
     url = {https://aclanthology.org/2026.bea-1.63/},
     doi = {10.18653/v1/2026.bea-1.63},
   }

2. 

   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.

   Bib

   @inproceedings{woo2026studentemotions,
     title = {Do Student Emotions Influence Learning During Virtual Field Trips? A Computer Vision Analysis of Emotion States in Desktop-based Virtual Reality},
     author = {Woo, Ryan T. and Ahmed, Foysal and Bhadaniya, Parth and Eiris, Ricardo and Gheisari, Masoud},
     booktitle = {ASCE International Conference on Computing in Civil Engineering (i3CE 2026)},
     year = {2026},
   }

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

   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).

   arXiv Bib

   @article{shaeri2025explainable,
     title = {Explainable Human-in-the-Loop Segmentation via Critic Feedback Signals},
     author = {Shaeri, Pouya and Woo, Ryan T. and Mohammadpour, Yasaman and Middel, Ariane},
     journal = {arXiv preprint},
     year = {2025},
   }

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.

   arXiv Bib

   @article{sheibanian2025triaccel,
     title = {Tri-Accel: Curvature-Aware Precision-Adaptive and Memory-Elastic Optimization for Efficient GPU Usage},
     author = {Sheibanian, Mohsen and Shaeri, Pouya and Beigi, Alimohammad and Woo, Ryan T. and Keluskar, Aryan},
     journal = {arXiv preprint},
     year = {2025},
   }