Applications of information channels to physics-informed neural networks for WiFi signal propagation simulation at the edge of the industrial internet of things. - Edgar Olivares; Hanwen Ye; Albert Herrero; Behzad Ashrafi Nia; Yutian Ren; Richard P. Donovan; Franco De Flaviis (Neurocomputing, 2021)

An Interactive and Adaptive Learning Cyber Physical Human System for Manufacturing With a Case Study in Worker Machine Interactions. - Yutian Ren; Guann-Pyng Li (IEEE Trans. Ind. Informatics, 2022)

Interactive Causality Enabled Adaptive Machine Learning - Yutian Ren (2023)

An ontology-based framework for worker's health reasoning enabled by machine learning. - Rodrigo Bavaresco; Yutian Ren; Jorge L. V. Barbosa; G. P. Li (Comput. Ind. Eng., 2024)

A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling. - Yutian Ren; Yuqi He; Xuyin Zhang; Aaron Yen; G. P. Li (CoRR, 2024)

Benchmarking Adaptive Intelligence and Computer Vision on Human-Robot Collaboration. - Salaar Saraj; Gregory Shklovski; Kristopher Irizarry; Jonathan Vet; Yutian Ren (CoRR, 2024)

Self-labeling in multivariate causality and quantification for adaptive machine learning. - Yutian Ren; Aaron Haohua Yen; G. P. Li (Knowl. Based Syst., 2024)

A Self-Labeling Method for Adaptive Machine Learning by Interactive Causality. - Yutian Ren; Aaron Haohua Yen; Guann-Pyng Li (IEEE Trans. Artif. Intell., 2024)