Work

The following page showcases papers, journals, books, previous works, and other media features based on works that I have done in the past.

Last Updated: October, 2021

The class imbalance problem
Megahed, Fadel M., Ying-Ju Chen, Aly Megahed, Yuya Ong, Naomi Altman, and Martin Krzywinski.
Nature Methods (2021).
Predicting Loss Risks for B2B Tendering Processes
Eelaaf Zahid, Yuya Jeremy Ong, Aly Megahed, Taiga Nakamura. (2021) ArXiv [2109.06815]
Adaptive Histogram-Based Gradient Boosted Trees for Federated Learning
Yuya Jeremy Ong, Yi Zhou, Nathalie Baracaldo, Heiko Ludwig. (2020) ArXiv [2012.06670].
IBM Federated Learning: an Enterprise Framework White Paper V0.1
Heiko Ludwig, Nathalie Baracaldo, Gegi Thomas, Yi Zhou, Ali Anwar, Shashank Rajamoni, Yuya Ong, Jayaram Radhakrishnan, Ashish Verma, Mathieu Sinn, Mark Purcell, Ambrish Rawat, Tran Minh, Naoise Holohan, Supriyo Chakraborty, Shalisha Whitherspoon, Dean Steuer, Laura Wynter, Hifaz Hassan, Sean Laguna, Mikhail Yurochkin, Mayank Agarwal, Ebube Chuba, Annie Abay. (2020). ArXiv [2007.10987]
Temporal Tensor Transformation Network for Multivariate Time Series Prediction
Yuya Jeremy Ong, Mu Qiao, Divyesh Jadav. (2020). Arxiv [2001.01051].
ARBEE: Towards Automated Recognition of Bodily Expression of Emotion In the Wild (Contributor)
Luo, Yu & Ye, Jianbo & Reginald B. Adams, Jr & Li, Jia & Newman, Michelle & Z. Wang, James. (2018). ArXiv [1808.09568].
Context-Aware Data Loss Prevention for Cloud Storage Services
Yuya Jeremy Ong, Mu Qiao, Ramani Routray, Roger Raphael
Proceedings of the IEEE International Conference on Cloud Computing (CLOUD), pp. 399-406, 2017.

Efficiency Characterization of the Kepler Exoplanet Discovery Pipeline Using Machine Learning [Slide] [Paper]
Performance Analysis of MySQL and Neo4J on StackOverflow User Interaction Graphs [Paper]
Birth Rate Forecasting Using Deep Learning Models [Slide] [Paper]
EVE: Emotion Vector Encoding - Towards Learning Feature Representations for Emotion Embeddings [Paper] [Slide]
Browser-Based Distributed Computing [Slide] [Paper]
OER Commons Search Engine [Slide] [Paper]
Body Emotion Study Data Collection and Visualization Tool [Paper]
Towards a Reverse Turing Test Framework for Chatbots [Paper]
CDiscount Large-Scale Deep Learning Image Classification [Slide] [Paper]
Clickbait Detection Using Machine Learning [Paper]
Decentralized Topic Modeling and Proxy Routing Based Obfuscation Methods for Web Search Privacy [Paper]
Amazon Product Rating Predictions at Scale [Slide] [Paper]

Performing multivariate time series prediction with three-dimensional transformations
Mu Qiao, Yuya J Ong, Divyesh Jadav
Publication: US20210012191A1 (Patent Pending)
Context Aware Sensitive Information Detection
Mu Qiao, Yuya J Ong, Ramani Routray, Roger C Raphael
Publication: US20180365560A1 (Granted 4/20/21)