3 papers
cs.AR2026
Link Quality Aware Pathfinding for Chiplet Interconnects
Aaron Yen, Jooyeon Jeong, Puneet Gupta
As chiplet-based integration advances, designers must select among short-reach die-to-die interconnect technologies with widely varying shoreline and areal bandwidth density, energ…
cs.LG2024
A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling
Yutian Ren, Yuqi He, Xuyin Zhang +2
Machine Learning (ML) has been demonstrated to improve productivity in many manufacturing applications. To host these ML applications, several software and Industrial Internet of T…
cs.LG2024
Self-Labeling in Multivariate Causality and Quantification for Adaptive Machine Learning
Yutian Ren, Aaron Haohua Yen, G. P. Li
Adaptive machine learning (ML) aims to allow ML models to adapt to ever-changing environments with potential concept drift after model deployment. Traditionally, adaptive ML requir…