Publications

For the complete list, please visit my Google Scholar profile.

2026

InsightAR: A Tool for Multi-modal Summarization and Interactive Analysis of AR-based Egocentric Task Videos. Guande Wu, Dishita Turakhia, Eden Wu, Sonia Castelo, João Rulff, Erin McGowan, Jianben He, Yawei Wang, Jing Qian, Claudio Silva. To appear in ACM International Conference on Advanced Visual Interfaces (AVI 2026). ACM. (To appear)

CLAd-VR: Cognitive Load-Based Adaptive Training for Machining Tasks in Virtual Reality. Bhavya Matam, Adamay Mann, Kachina Studer, Christian Gabbianelli, Sonia Castelo, John Liu, Claudio Silva, Dishita Turakhia. 2025 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct).
Design and Implementation of the Transparent, Interpretable, and Multimodal (TIM) AR Personal Assistant. Erin McGowan, Joao Rulff, Sonia Castelo, Guande Wu, Shaoyu Chen, Roque Lopez, Bea Steers, Iran R Roman, Fábio F Dias, Jing Qian, Parikshit Solunke, Michael Middleton, Ryan McKendrick, Cláudio T Silva. IEEE Computer Graphics and Applications.
Satori: Towards Proactive AR Assistant with Belief-Desire-Intention User Modeling. Chenyi Li, Guande Wu, Gromit Yeuk-Yin Chan, Dishita G Turakhia, Sonia Castelo, Dong Li, Leslie Welch, Claudio Silva, Jing Qian. Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems.
AdaptiveCoPilot: Design and Testing of a NeuroAdaptive LLM Cockpit Guidance System in both Novice and Expert Pilots. Shaoyue Wen, Michael Middleton, Songming Ping, Nayan N Chawla, Guande Wu, Bradley S Feest, Chihab Nadri, Yunmei Liu, David Kaber, Maryam Zahabi, Ryan P McMahan, Sonia Castelo, Ryan Mckendrick, Jing Qian, Claudio Silva. 2025 IEEE VR.

HuBar: A Visual Analytics Tool to Explore Human Behavior Based on fNIRS in AR Guidance Systems. Sonia Castelo, Joao Rulff, Parikshit Solunke, Erin McGowan, Guande Wu, Iran Roman, Roque Lopez, Bea Steers, Qi Sun, Juan Bello, Bradley Feest, Michael Middleton, Ryan McKendrick, Claudio Silva. IEEE Transactions on Visualization and Computer Graphics. (2024)
ARTiST: Automated Text Simplification for Task Guidance in Augmented Reality. Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, João Rulff, Claudio Silva. CHI 2024.

AlphaD3M: An Open-Source AutoML Library for Multiple ML Tasks. Roque Lopez, Raoni Lourenço, Rémi Rampin, Sonia Castelo, Aécio S.R. Santos, Jorge Henrique Piazentin Ono, Claudio Silva, Juliana Freire. International Conference on Automated Machine Learning (2023).
Argus: Visualization of AI-Assisted Task Guidance in AR. Sonia Castelo, Joao Rulff, Erin McGowan, Bea Steers, Guande Wu, Shaoyu Chen, Iran Roman, Roque Lopez, Ethan Brewer, Chen Zhao, Jing Qian, Kyunghyun Cho, He He, Qi Sun, Huy Vo, Juan Bello, Michael Krone, Claudio Silva. IEEE TVCG (2023).
Automated Text Simplification for Task Guidance in Augmented Reality. Guande Wu, Jing Qian, Sonia Castelo, Shaoyu Chen, Joao Rulff, Claudio Silva. ISMAR-Adjunct 2023.

NYUCIN at the NTCIR-16 Dataset Search 2 Task. Levy Silva, Luciano Barbosa, Sonia Castelo, Haoxiang Zhang, Aécio Santos, Juliana Freire. NTCIR-16 (2022).
A Visual Mining Approach to Improved Multiple-Instance Learning. Sonia Castelo, Moacir Ponti, Rosane Minghim. Algorithms. 2021; 14(12):344.
From papers to practice: the openclean open-source data cleaning library. Heiko Müller, Sonia Castelo, Munaf Qazi, Juliana Freire. PVLDB’21.
Auctus: A Dataset Search Engine for Data Discovery and Augmentation. Sonia Castelo, Rémi Rampin, Aécio Santos, Aline Bessa, Fernando Chirigati, Juliana Freire. PVLDB’21.

PipelineProfiler: A Visual Analytics Tool for the Exploration of AutoML Pipelines. Jorge Piazentin Ono, Sonia Castelo, Roque Lopez, Enrico Bertini, Juliana Freire and Claudio Silva. IEEE TVCG (2020).
Towards Evaluating Exploratory Model Building Process with AutoML Systems. Sunsoo (Ray) Hong, Sonia Castelo, Vito D’Orazio, Christopher Benthune, Aécio Santos, Scott Langevin, David Jonker, Enrico Bertini, Juliana Freire. ArXiv:2009.00449 (2020).
Your notebook is not crumby enough, REPLace it. Mike Brachmann, William Spoth, Oliver Kennedy, Boris Glavic, Heiko Mueller, Sonia Castelo, Carlos Bautista and Juliana Freire. CIDR 2020.
Visus: An Interactive System for Automatic Machine Learning Model Building and Curation. Aécio Santos, Sonia Castelo, Cristian Felix, Jorge Piazentin Ono, Bowen Yu, Sungsoo Hong, Cláudio Silva, Enrico Bertini and Juliana Freire. HILDA (2019).

A Visual Mining Approach to Improved Multiple-Instance Learning. Sonia Castelo, Moacir Ponti and Rosane Minghim. ArXiv:2012.07257 (2017 preprint).
Directed Movement of a Finger Mechatronic to Improve the Visibility of Agropecten Purpuratus’s Kidney using Computer Vision. Sonia Castelo-Quispe et al. INFOS (2014).
Optimization of Brazil-Nuts Classification Process through Automation using Colour Spaces in Computer Vision. Sonia Castelo-Quispe et al. International Journal of Computer Information Systems and Industrial Management Applications, IEEE (2013).
Automation of the brazil-nuts classification process using dynamic level set. Sonia Castelo-Quispe et al. HIS, IEEE (2011).