Yaguang Li

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

Yaguang Li, Cyrus Shahabi · SIGSPATIAL Special · 2018 · 115 citations

Engineering, Machine Learning, Short-term Traffic Forecasting +17

A customized graph neural network model for guiding analog IC placement

Yaguang Li, Yishuang Lin, Meghna Madhusudan et al. · 2020 · 57 citations

Artificial Intelligence, Engineering, Machine Learning +18

Exploring a Machine Learning Approach to Performance Driven Analog IC Placement

Yaguang Li, Yishuang Lin, Meghna Madhusudan et al. · 2020 · 31 citations

Performance Gap, Physical Design (Electronics), Engineering +13

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 · 23 citations

Engineering, Machine Learning, Vlsi Design +17

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

Yaguang Li, Yishuang Lin, Meghna Madhusudan et al. · 2021 · 20 citations

Artificial Intelligence, Model Optimization, Engineering +13