3 papers
cs.CL2026
Beyond the Black Box: A Survey on the Theory and Mechanism of Large Language Models
Zeyu Gan, Ruifeng Ren, Wei Yao +9
The rapid emergence of Large Language Models (LLMs) has precipitated a profound paradigm shift in Artificial Intelligence, delivering monumental engineering successes that increasi…
cs.LG2025
PRIME: Physics-Related Intelligent Mixture of Experts for Transistor Characteristics Prediction
Zhenxing Dou, Yijiao Wang, Tao Zou +4
In recent years, machine learning has been extensively applied to data prediction during process ramp-up, with a particular focus on transistor characteristics for circuit design a…
math.ST2023
Optimal subsampling for large scale Elastic-net regression
Hang Yu, Zhenxing Dou, Zhiwei Chen +1
Datasets with sheer volume have been generated from fields including computer vision, medical imageology, and astronomy whose large-scale and high-dimensional properties hamper the…