Keren Zhu

According to our database, Keren Zhu authored at least 38 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ISOP+: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design.

Hyunsu Chae, Keren Zhu, Bhyrav Mutnury, Douglas Wallace, Douglas Winterberg, Daniel De Araujo, Jay Reddy, Adam R. Klivans, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., January, 2024

AnalogGym: An Open and Practical Testing Suite for Analog Circuit Synthesis.

Jintao Li, Haochang Zhi, Ruiyu Lyu, Wangzhen Li, Zhaori Bi, Keren Zhu, Yanhan Zeng, Weiwei Shan, Changhao Yan, Fan Yang, Yun Li, Xuan Zeng

CoRR, 2024

Physically Aware Synthesis Revisited: Guiding Technology Mapping with Primitive Logic Gate Placement.

Hongyang Pan, Cunqing Lan, Yiting Liu, Zhiang Wang, Li Shang, Xuan Zeng, Fan Yang, Keren Zhu

CoRR, 2024

LLM-Enhanced Bayesian Optimization for Efficient Analog Layout Constraint Generation.

Guojin Chen, Keren Zhu, Seunggeun Kim, Hanqing Zhu, Yao Lai, Bei Yu, David Z. Pan

CoRR, 2024

The Dawn of AI-Native EDA: Promises and Challenges of Large Circuit Models.

Lei Chen, Yiqi Chen, Zhufei Chu, Wenji Fang, Tsung-Yi Ho, Yu Huang, Sadaf Khan, Min Li, Xingquan Li, Yun Liang, Yibo Lin, Jinwei Liu, Yi Liu, Guojie Luo, Zhengyuan Shi, Guangyu Sun, Dimitrios Tsaras, Runsheng Wang, Ziyi Wang, Xinming Wei, Zhiyao Xie, Qiang Xu, Chenhao Xue, Evangeline F. Y. Young, Bei Yu, Mingxuan Yuan, Haoyi Zhang, Zuodong Zhang, Yuxiang Zhao, Hui-Ling Zhen, Ziyang Zheng, Binwu Zhu, Keren Zhu, Sunan Zou

CoRR, 2024

Multi-Electrostatics Based Placement for Non-Integer Multiple-Height Cells.

Yu Zhang, Yuan Pu, Fangzhou Liu, Peiyu Liao, Kai-Yuan Chao, Keren Zhu, Yibo Lin, Bei Yu

Proceedings of the 2024 International Symposium on Physical Design, 2024

A Data-Driven Analog Circuit Synthesizer with Automatic Topology Selection and Sizing.

Souradip Poddar, Ahmet Faruk Budak, Linran Zhao, Chen-Hao Hsu, Supriyo Maji, Keren Zhu, Yaoyao Jia, David Z. Pan

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

Performance-driven Analog Routing via Heterogeneous 3DGNN and Potential Relaxation.

Peng Xu, Guojin Chen, Keren Zhu, Tinghuan Chen, Tsung-Yi Ho, Bei Yu

Proceedings of the 61st ACM/IEEE Design Automation Conference, 2024

Performance-Driven Analog Layout Automation: Current Status and Future Directions (Invited Paper).

Peng Xu, Jintao Li, Tsung-Yi Ho, Bei Yu, Keren Zhu

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

A Study on Exploring and Exploiting the High-dimensional Design Space for Analog Circuit Design Automation : (Invited Paper).

Ruiyu Lyu, Yuan Meng, Aidong Zhao, Zhaori Bi, Keren Zhu, Fan Yang, Changhao Yan, Dian Zhou, Xuan Zeng

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

ISOP-Yield: Yield-Aware Stack-Up Optimization for Advanced Package using Machine Learning.

Hyunsu Chae, Keren Zhu, Bhyrav Mutnury, Zixuan Jiang, Daniel De Araujo, Douglas Wallace, Douglas Winterberg, Adam R. Klivans, David Z. Pan

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

An In-Memory-Computing Charge-Domain Ternary CNN Classifier.

Xiangxing Yang, Keren Zhu, Xiyuan Tang, Meizhi Wang, Mingtao Zhan, Nanshu Lu, Jaydeep P. Kulkarni, David Z. Pan, Yongpan Liu, Nan Sun

IEEE J. Solid State Circuits, May, 2023

Tutorial and Perspectives on MAGICAL: A Silicon-Proven Open-Source Analog IC Layout System.

Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan

IEEE Trans. Circuits Syst. II Express Briefs, February, 2023

Hierarchical Analog and Mixed-Signal Circuit Placement Considering System Signal Flow.

Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2023

Joint Optimization of Sizing and Layout for AMS Designs: Challenges and Opportunities.

Ahmet Faruk Budak, Keren Zhu, Hao Chen, Souradip Poddar, Linran Zhao, Yaoyao Jia, David Z. Pan

Proceedings of the 2023 International Symposium on Physical Design, 2023

Reinforcement Learning Guided Detailed Routing for Custom Circuits.

Hao Chen, Kai-Chieh Hsu, Walker J. Turner, Po-Hsuan Wei, Keren Zhu, David Z. Pan, Haoxing Ren

Proceedings of the 2023 International Symposium on Physical Design, 2023

AlphaSyn: Logic Synthesis Optimization with Efficient Monte Carlo Tree Search.

Zehua Pei, Fangzhou Liu, Zhuolun He, Guojin Chen, Haisheng Zheng, Keren Zhu, Bei Yu

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks.

Ahmet Faruk Budak, Keren Zhu, David Z. Pan

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

2022

AutoCRAFT: Layout Automation for Custom Circuits in Advanced FinFET Technologies.

Hao Chen, Walker J. Turner, Sanquan Song, Keren Zhu, George F. Kokai, Brian Zimmer, C. Thomas Gray, Brucek Khailany, David Z. Pan, Haoxing Ren

Proceedings of the ISPD 2022: International Symposium on Physical Design, Virtual Event, Canada, March 27, 2022

Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.

Hanqing Zhu, Keren Zhu, Jiaqi Gu, Harrison Jin, Ray T. Chen, Jean Anne C. Incorvia, David Z. Pan

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

TAG: Learning Circuit Spatial Embedding from Layouts.

Keren Zhu, Hao Chen, Walker J. Turner, George F. Kokai, Po-Hsuan Wei, David Z. Pan, Haoxing Ren

Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design, 2022

Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper).

Ahmet Faruk Budak, Zixuan Jiang, Keren Zhu, Azalia Mirhoseini, Anna Goldie, David Z. Pan

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Generative-Adversarial-Network-Guided Well-Aware Placement for Analog Circuits.

Keren Zhu, Hao Chen, Mingjie Liu, Xiyuan Tang, Wei Shi, Nan Sun, David Z. Pan

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Automating Analog Constraint Extraction: From Heuristics to Learning: (Invited Paper).

Keren Zhu, Hao Chen, Mingjie Liu, David Z. Pan

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

2021

MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII.

Hao Chen, Mingjie Liu, Biying Xu, Keren Zhu, Xiyuan Tang, Shaolan Li, Yibo Lin, Nan Sun, David Z. Pan

IEEE Des. Test, 2021

Optimizer Fusion: Efficient Training with Better Locality and Parallelism.

Zixuan Jiang, Jiaqi Gu, Mingjie Liu, Keren Zhu, David Z. Pan

CoRR, 2021

OpenSAR: An Open Source Automated End-to-end SAR ADC Compiler.

Mingjie Liu, Xiyuan Tang, Keren Zhu, Hao Chen, Nan Sun, David Z. Pan

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2021

Universal Symmetry Constraint Extraction for Analog and Mixed-Signal Circuits with Graph Neural Networks.

Hao Chen, Keren Zhu, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the 58th ACM/IEEE Design Automation Conference, 2021

MAGICAL 1.0: An Open-Source Fully-Automated AMS Layout Synthesis Framework Verified With a 40-nm 1GS/s Δ∑ ADC.

Hao Chen, Mingjie Liu, Xiyuan Tang, Keren Zhu, Abhishek Mukherjee, Nan Sun, David Z. Pan

Proceedings of the IEEE Custom Integrated Circuits Conference, 2021

2020

Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network.

Keren Zhu, Mingjie Liu, Hao Chen, Zheng Zhao, David Z. Pan

Proceedings of the MLCAD '20: 2020 ACM/IEEE Workshop on Machine Learning for CAD, 2020

Toward Silicon-Proven Detailed Routing for Analog and Mixed-Signal Circuits.

Hao Chen, Keren Zhu, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

Effective Analog/Mixed-Signal Circuit Placement Considering System Signal Flow.

Keren Zhu, Hao Chen, Mingjie Liu, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

An Efficient Training Framework for Reversible Neural Architectures.

Zixuan Jiang, Keren Zhu, Mingjie Liu, Jiaqi Gu, David Z. Pan

Proceedings of the Computer Vision - ECCV 2020, 2020

Towards Decrypting the Art of Analog Layout: Placement Quality Prediction via Transfer Learning.

Mingjie Liu, Keren Zhu, Jiaqi Gu, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

Closing the Design Loop: Bayesian Optimization Assisted Hierarchical Analog Layout Synthesis.

Mingjie Liu, Keren Zhu, Xiyuan Tang, Biying Xu, Wei Shi, Nan Sun, David Z. Pan

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

S³DET: Detecting System Symmetry Constraints for Analog Circuits with Graph Similarity.

Mingjie Liu, Wuxi Li, Keren Zhu, Biying Xu, Yibo Lin, Linxiao Shen, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance.

Keren Zhu, Mingjie Liu, Yibo Lin, Biying Xu, Shaolan Li, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the International Conference on Computer-Aided Design, 2019

MAGICAL: Toward Fully Automated Analog IC Layout Leveraging Human and Machine Intelligence: Invited Paper.

Biying Xu, Keren Zhu, Mingjie Liu, Yibo Lin, Shaolan Li, Xiyuan Tang, Nan Sun, David Z. Pan

Proceedings of the International Conference on Computer-Aided Design, 2019