Eduardo Davalos

25 papers A 1B 1C 3Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI Misuse in Education Is a Measurement Problem: Toward a Learning Visibility Framework.
CoRR
Eduardo Davalos, Yike Zhang
2026 J jnl
From Preoperative CT to Postmastoidectomy Mesh Construction: Mastoidectomy Shape Prediction for Cochlear Implant Surgery.
CoRR
Yike Zhang, Eduardo Davalos, Dingjie Su, Ange Lou, Jack H. Noble
2025 J jnl
Beyond Instructed Tasks: Recognizing In-the-Wild Reading Behaviors in the Classroom Using Eye Tracking.
CoRR
Eduardo Davalos, Jorge Alberto Salas, Yike Zhang, Namrata Srivastava, Yashvitha Thatigotla, Abbey Gonzales, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 J jnl
Designing Gaze Analytics for ELA Instruction: A User-Centered Dashboard with Conversational AI Support.
CoRR
Eduardo Davalos, Yike Zhang, Shruti Jain, Namrata Srivastava, Trieu Truong, Nafees-ul Haque, Tristan Van, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 — conf
LLMs as Educational Analysts: Transforming Multimodal Data Traces Into Actionable Reading Assessment Reports.
AIED (2)
Eduardo Davalos, Yike Zhang, Namrata Srivastava, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 J jnl
LLMs as Educational Analysts: Transforming Multimodal Data Traces into Actionable Reading Assessment Reports.
CoRR
Eduardo Davalos, Yike Zhang, Namrata Srivastava, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Gautam Biswas, Amanda Goodwin
2025 J jnl
SSDD-GAN: Single-Step Denoising Diffusion GAN for Cochlear Implant Surgical Scene Completion.
CoRR
Yike Zhang, Eduardo Davalos, Jack H. Noble
2025 J jnl
Trainee Action Recognition through Interaction Analysis in CCATT Mixed-Reality Training.
CoRR
Divya Mereddy, Marcos Quiñones-Grueiro, T. S. Ashwin, Eduardo Davalos, Gautam Biswas, Kent Etherton, Tyler Davis, Katelyn Kay, Jill Lear, Benjamin Goldberg
2025 J jnl
Vision6D: 3D-to-2D Interactive Visualization and Annotation Tool for 6D Pose Estimation.
CoRR
Yike Zhang, Eduardo Davalos, Jack H. Noble
2025 J jnl
WEBEYETRACK: Scalable Eye-Tracking for the Browser via On-Device Few-Shot Personalization.
CoRR
Eduardo Davalos, Yike Zhang, Namrata Srivastava, Yashvitha Thatigotla, Jorge Alberto Salas, Sara McFadden, Sun-Joo Cho, Amanda Goodwin, T. S. Ashwin, 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 — conf
A First Step in Using Machine Learning Methods to Enhance Interaction Analysis for Embodied Learning Environments.
AIED (2)
Joyce Horn Fonteles, Eduardo Davalos, T. S. Ashwin, Yike Zhang, Mengxi Zhou, Efrat Ayalon, Alicia Lane, Selena Steinberg, Gabriella Anton, Joshua A. Danish, Noel Enyedy, Gautam 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 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 J jnl
FastPoseCNN: Real-Time Monocular Category-Level Pose and Size Estimation Framework.
CoRR
Eduardo Davalos, Mehran Aminian
2024 C conf
GazeViz: A Web-Based Approach for Visualizing Learner Gaze Patterns in Online Educational Environment.
ICCE
Eduardo Davalos, Namrata Srivastava, Yike Zhang, Amanda Goodwin, Gautam Biswas
2024 J jnl
Monocular Microscope to CT Registration using Pose Estimation of the Incus for Augmented Reality Cochlear Implant Surgery.
CoRR
Yike Zhang, Eduardo Davalos, Dingjie Su, Ange Lou, Jack H. Noble
2024 J jnl
Multimodal Methods for Analyzing Learning and Training Environments: A Systematic Literature Review.
CoRR
Clayton Cohn, Eduardo Davalos, Caleb Vatral, Joyce Horn Fonteles, Hanchen David Wang, Meiyi Ma, Gautam Biswas
2024 J jnl
Unsupervised Mastoidectomy for Cochlear CT Mesh Reconstruction Using Highly Noisy Data.
CoRR
Yike Zhang, Dingjie Su, Eduardo Davalos, Jack H. Noble
2023 B conf
ChimeraPy: A Scientific Distributed Streaming Framework for Real-time Multimodal Data Retrieval and Processing.
IEEE Big Data
Eduardo Davalos, Umesh Timalsina, Yike Zhang, Jiayi Wu, Joyce Horn Fonteles, Gautam Biswas
2023 A conf
Identifying Gaze Behavior Evolution via Temporal Fully-Weighted Scanpath Graphs.
LAK
Eduardo Davalos, Caleb Vatral, Clayton Cohn, Joyce Horn Fonteles, Gautam Biswas, Naveeduddin Mohammed, Madison Lee, Daniel T. Levin
2023 — conf
Prediction of Students' Self-confidence Using Multimodal Features in an Experiential Nurse Training Environment.
AIED (Posters/Late Breaking Results/...)
Caleb Vatral, Madison Lee, Clayton Cohn, Eduardo Davalos, Daniel T. Levin, Gautam Biswas
2022 C conf
Adaptive Scaffolding to Support Strategic Learning in an Open-Ended Learning Environment.
ICCE
Anabil Munshi, Gautam Biswas, Eduardo Davalos, Olivia Logan, Gayathri Narasimham, Marian Rushdy
2022 J jnl
Using the DiCoT framework for integrated multimodal analysis in mixed-reality training environments.
Frontiers Artif. Intell.
Caleb Vatral, Gautam Biswas, Clayton Cohn, Eduardo Davalos, Naveeduddin Mohammed