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Keren Zhu
ORCID
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 32
Top Topics
Invited Paper
Reinforcement Learning
Analog Circuits
Neural Network
Top Venues
ICCAD
CoRR
ASP-DAC
ISPD
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Publications
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Hyunsu Chae
,
Keren Zhu
,
Bhyrav Mutnury
,
Douglas Wallace
,
Douglas Winterberg
,
Daniel De Araujo
,
Jay Reddy
,
Adam R. Klivans
,
David Z. Pan
ISOP+: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
43 (1) (2024)
Hao Chen
,
Kai-Chieh Hsu
,
Walker J. Turner
,
Po-Hsuan Wei
,
Keren Zhu
,
David Z. Pan
,
Haoxing Ren
Reinforcement Learning Guided Detailed Routing for Custom Circuits.
ISPD
(2023)
Xiangxing Yang
,
Keren Zhu
,
Xiyuan Tang
,
Meizhi Wang
,
Mingtao Zhan
,
Nanshu Lu
,
Jaydeep P. Kulkarni
,
David Z. Pan
,
Yongpan Liu
,
Nan Sun
An In-Memory-Computing Charge-Domain Ternary CNN Classifier.
IEEE J. Solid State Circuits
58 (5) (2023)
Ahmet Faruk Budak
,
Keren Zhu
,
David Z. Pan
Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks.
ICCAD
(2023)
Ahmet Faruk Budak
,
Keren Zhu
,
Hao Chen
,
Souradip Poddar
,
Linran Zhao
,
Yaoyao Jia
,
David Z. Pan
Joint Optimization of Sizing and Layout for AMS Designs: Challenges and Opportunities.
ISPD
(2023)
Hyunsu Chae
,
Bhyrav Mutnury
,
Keren Zhu
,
Douglas Wallace
,
Douglas Winterberg
,
Daniel De Araujo
,
Jay Reddy
,
Adam R. Klivans
,
David Z. Pan
ISOP: Machine Learning-Assisted Inverse Stack-Up Optimization for Advanced Package Design.
DATE
(2023)
Keren Zhu
,
Hao Chen
,
Mingjie Liu
,
David Z. Pan
Hierarchical Analog and Mixed-Signal Circuit Placement Considering System Signal Flow.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
42 (8) (2023)
Keren Zhu
,
Hao Chen
,
Mingjie Liu
,
David Z. Pan
Tutorial and Perspectives on MAGICAL: A Silicon-Proven Open-Source Analog IC Layout System.
IEEE Trans. Circuits Syst. II Express Briefs
70 (2) (2023)
Ahmet Faruk Budak
,
Keren Zhu
,
David Z. Pan
Practical Layout-Aware Analog/Mixed-Signal Design Automation with Bayesian Neural Networks.
CoRR
(2023)
Keren Zhu
,
Hao Chen
,
Mingjie Liu
,
Xiyuan Tang
,
Wei Shi
,
Nan Sun
,
David Z. Pan
Generative-Adversarial-Network-Guided Well-Aware Placement for Analog Circuits.
ASP-DAC
(2022)
Keren Zhu
,
Hao Chen
,
Walker J. Turner
,
George F. Kokai
,
Po-Hsuan Wei
,
David Z. Pan
,
Haoxing Ren
TAG: Learning Circuit Spatial Embedding from Layouts.
ICCAD
(2022)
Hanqing Zhu
,
Keren Zhu
,
Jiaqi Gu
,
Harrison Jin
,
Ray T. Chen
,
Jean Anne Incorvia
,
David Z. Pan
Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.
ICCAD
(2022)
Ahmet F. Budak
,
Zixuan Jiang
,
Keren Zhu
,
Azalia Mirhoseini
,
Anna Goldie
,
David Z. Pan
Reinforcement Learning for Electronic Design Automation: Case Studies and Perspectives: (Invited Paper).
ASP-DAC
(2022)
Hanqing Zhu
,
Keren Zhu
,
Jiaqi Gu
,
Harrison Jin
,
Ray T. Chen
,
Jean Anne Incorvia
,
David Z. Pan
Fuse and Mix: MACAM-Enabled Analog Activation for Energy-Efficient Neural Acceleration.
CoRR
(2022)
Keren Zhu
,
Hao Chen
,
Mingjie Liu
,
David Z. Pan
Automating Analog Constraint Extraction: From Heuristics to Learning: (Invited Paper).
ASP-DAC
(2022)
Keren Zhu
,
Hao Chen
,
Walker J. Turner
,
George F. Kokai
,
Po-Hsuan Wei
,
David Z. Pan
,
Haoxing Ren
TAG: Learning Circuit Spatial Embedding From Layouts.
CoRR
(2022)
Hao Chen
,
Walker J. Turner
,
Sanquan Song
,
Keren Zhu
,
George F. Kokai
,
Brian Zimmer
,
C. Thomas Gray
,
Brucek Khailany
,
David Z. Pan
,
Haoxing Ren
AutoCRAFT: Layout Automation for Custom Circuits in Advanced FinFET Technologies.
ISPD
(2022)
Zixuan Jiang
,
Jiaqi Gu
,
Mingjie Liu
,
Keren Zhu
,
David Z. Pan
Optimizer Fusion: Efficient Training with Better Locality and Parallelism.
CoRR
(2021)
Hao Chen
,
Mingjie Liu
,
Xiyuan Tang
,
Keren Zhu
,
Abhishek Mukherjee
,
Nan Sun
,
David Z. Pan
MAGICAL 1.0: An Open-Source Fully-Automated AMS Layout Synthesis Framework Verified With a 40-nm 1GS/s Δ∑ ADC.
CICC
(2021)
Hao Chen
,
Mingjie Liu
,
Biying Xu
,
Keren Zhu
,
Xiyuan Tang
,
Shaolan Li
,
Yibo Lin
,
Nan Sun
,
David Z. Pan
MAGICAL: An Open- Source Fully Automated Analog IC Layout System from Netlist to GDSII.
IEEE Des. Test
38 (2) (2021)
Xiangxing Yang
,
Keren Zhu
,
Xiyuan Tang
,
Meizhi Wang
,
Mingtao Zhan
,
Nanshu Lu
,
Jaydeep P. Kulkarni
,
David Z. Pan
,
Yongpan Liu
,
Nan Sun
An In-Memory-Computing Charge-Domain Ternary CNN Classifier.
CICC
(2021)
Mingjie Liu
,
Xiyuan Tang
,
Keren Zhu
,
Hao Chen
,
Nan Sun
,
David Z. Pan
OpenSAR: An Open Source Automated End-to-end SAR ADC Compiler.
ICCAD
(2021)
Hao Chen
,
Keren Zhu
,
Mingjie Liu
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
Universal Symmetry Constraint Extraction for Analog and Mixed-Signal Circuits with Graph Neural Networks.
DAC
(2021)
Mingjie Liu
,
Keren Zhu
,
Jiaqi Gu
,
Linxiao Shen
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
Towards Decrypting the Art of Analog Layout: Placement Quality Prediction via Transfer Learning.
DATE
(2020)
Keren Zhu
,
Mingjie Liu
,
Hao Chen
,
Zheng Zhao
,
David Z. Pan
Exploring Logic Optimizations with Reinforcement Learning and Graph Convolutional Network.
MLCAD
(2020)
Zixuan Jiang
,
Keren Zhu
,
Mingjie Liu
,
Jiaqi Gu
,
David Z. Pan
An Efficient Training Framework for Reversible Neural Architectures.
ECCV (27)
(2020)
Hao Chen
,
Keren Zhu
,
Mingjie Liu
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
Toward Silicon-Proven Detailed Routing for Analog and Mixed-Signal Circuits.
ICCAD
(2020)
Mingjie Liu
,
Keren Zhu
,
Xiyuan Tang
,
Biying Xu
,
Wei Shi
,
Nan Sun
,
David Z. Pan
Closing the Design Loop: Bayesian Optimization Assisted Hierarchical Analog Layout Synthesis.
DAC
(2020)
Keren Zhu
,
Hao Chen
,
Mingjie Liu
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
Effective Analog/Mixed-Signal Circuit Placement Considering System Signal Flow.
ICCAD
(2020)
Mingjie Liu
,
Wuxi Li
,
Keren Zhu
,
Biying Xu
,
Yibo Lin
,
Linxiao Shen
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
DET: Detecting System Symmetry Constraints for Analog Circuits with Graph Similarity.
ASP-DAC
(2020)
Keren Zhu
,
Mingjie Liu
,
Yibo Lin
,
Biying Xu
,
Shaolan Li
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
GeniusRoute: A New Analog Routing Paradigm Using Generative Neural Network Guidance.
ICCAD
(2019)
Biying Xu
,
Keren Zhu
,
Mingjie Liu
,
Yibo Lin
,
Shaolan Li
,
Xiyuan Tang
,
Nan Sun
,
David Z. Pan
MAGICAL: Toward Fully Automated Analog IC Layout Leveraging Human and Machine Intelligence: Invited Paper.
ICCAD
(2019)