Yaguang Li

A brief overview of machine learning methods for short-term traffic forecasting and future directions

Yaguang Li, Cyrus Shahabi · SIGSPATIAL Special · 2018 · 120 citations

Computing, Computer Science, Data Science +17

A customized graph neural network model for guiding analog IC placement

Yaguang Li, Yishuang Lin, Meghna Madhusudan et al. · 2020 · 60 citations

Computing, Computational Engineering, Electrical Engineering +17

Exploring a Machine Learning Approach to Performance Driven Analog IC Placement

Yaguang Li, Yishuang Lin, Meghna Madhusudan et al. · 2020 · 32 citations

Engineering, Computer Engineering, Computer Science +16

From Specification to Silicon: Towards Analog/Mixed-Signal Design Automation using Surrogate NN Models with Transfer Learning

Juzheng Liu, Shiyu Su, Meghna Madhusudan et al. · 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD) · 2021 · 27 citations

Engineering, Computer Engineering, Electrical Engineering +17

A Circuit Attention Network-Based Actor-Critic Learning Approach to Robust Analog Transistor Sizing

Yaguang Li, Yishuang Lin, Meghna Madhusudan et al. · 2021 · 21 citations

Computing, Computer Science, Electrical Engineering +16