Rongjian Liang

Preplacement Net Length and Timing Estimation by Customized Graph Neural Network

Xiaoqing Xu, Zhiyao Xie, Yiran Chen, 2022, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

Deep Learning Toolkit-Accelerated Analytical Co-optimization of CNN Hardware and Dataflow

Jiang Hu, Jianfeng Song, Rongjian Liang, 2022, 2022 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

Routing-Free Crosstalk Prediction

Yiran Chen, Jiang Hu, Gi-Joon Nam, 2020, 2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD).

Net2: A Graph Attention Network Method Customized for Pre-Placement Net Length Estimation pdf

Yiran Chen, Jiang Hu, Xiaoqing Xu, 2020, 2021 26th Asia and South Pacific Design Automation Conference (ASP-DAC).

DRC Hotspot Prediction at Sub-10nm Process Nodes Using Customized Convolutional Network

Hua Xiang, Jiang Hu, Shyam Ramji, 2020, ISPD.

Design Rule Violation Prediction at Sub-10-nm Process Nodes Using Customized Convolutional Networks

Gi-Joon Nam, Jiang Hu, L. Reddy, 2022, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems.

DiMO-Sparse: Differentiable Modeling and Optimization of Sparse CNN Dataflow and Hardware Architecture

Rongjian Liang, Yu Gong, Jianfeng Song, 2024, 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE).