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Keren Zhu
Keren Zhu
RAP@ CUHK CSE
Verified email at cse.cuhk.edu.hk - Homepage
Title
Cited by
Cited by
Year
GeniusRoute: A new analog routing paradigm using generative neural network guidance
K Zhu, M Liu, Y Lin, B Xu, S Li, X Tang, N Sun, DZ Pan
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
692019
MAGICAL: Toward fully automated analog IC layout leveraging human and machine intelligence
B Xu, K Zhu, M Liu, Y Lin, S Li, X Tang, N Sun, DZ Pan
2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-8, 2019
672019
Exploring logic optimizations with reinforcement learning and graph convolutional network
K Zhu, M Liu, H Chen, Z Zhao, DZ Pan
Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 145-150, 2020
652020
MAGICAL: An open-source fully automated analog IC layout system from netlist to GDSII
H Chen, M Liu, B Xu, K Zhu, X Tang, S Li, Y Lin, N Sun, DZ Pan
IEEE Design & Test 38 (2), 19-26, 2020
442020
Towards decrypting the art of analog layout: Placement quality prediction via transfer learning
M Liu, K Zhu, J Gu, L Shen, X Tang, N Sun, DZ Pan
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 496-501, 2020
442020
S3DET: Detecting System Symmetry Constraints for Analog Circuits with Graph Similarity
M Liu, W Li, K Zhu, B Xu, Y Lin, L Shen, X Tang, N Sun, DZ Pan
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 193-198, 2020
432020
Toward silicon-proven detailed routing for analog and mixed-signal circuits
H Chen, K Zhu, M Liu, X Tang, N Sun, DZ Pan
Proceedings of the 39th International Conference on Computer-Aided Design, 1-8, 2020
302020
Universal symmetry constraint extraction for analog and mixed-signal circuits with graph neural networks
H Chen, K Zhu, M Liu, X Tang, N Sun, DZ Pan
2021 58th ACM/IEEE Design Automation Conference (DAC), 1243-1248, 2021
282021
Effective analog/mixed-signal circuit placement considering system signal flow
K Zhu, H Chen, M Liu, X Tang, N Sun, DZ Pan
Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020
262020
Closing the design loop: Bayesian optimization assisted hierarchical analog layout synthesis
M Liu, K Zhu, X Tang, B Xu, W Shi, N Sun, DZ Pan
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
262020
MAGICAL 1.0: An Open-Source Fully-Automated AMS Layout Synthesis Framework Verified With a 40-nm 1GS/s Δ∑ ADC
H Chen, M Liu, X Tang, K Zhu, A Mukherjee, N Sun, DZ Pan
2021 IEEE Custom Integrated Circuits Conference (CICC), 1-2, 2021
242021
Challenges and opportunities toward fully automated analog layout design
H Chen, M Liu, X Tang, K Zhu, N Sun, DZ Pan
Journal of Semiconductors 41 (11), 111407, 2020
242020
An in-memory-computing charge-domain ternary CNN classifier
X Yang, K Zhu, X Tang, M Wang, M Zhan, N Lu, JP Kulkarni, DZ Pan, ...
IEEE Journal of Solid-State Circuits, 2023
192023
Automating analog constraint extraction: From heuristics to learning
K Zhu, H Chen, M Liu, DZ Pan
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 108-113, 2022
152022
Reinforcement learning for electronic design automation: Case studies and perspectives
AF Budak, Z Jiang, K Zhu, A Mirhoseini, A Goldie, DZ Pan
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 500-505, 2022
122022
OpenSAR: An open source automated end-to-end SAR ADC compiler
M Liu, X Tang, K Zhu, H Chen, N Sun, DZ Pan
2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021
122021
Tutorial and perspectives on MAGICAL: A silicon-proven open-source analog IC layout system
K Zhu, H Chen, M Liu, DZ Pan
IEEE Transactions on Circuits and Systems II: Express Briefs 70 (2), 715-720, 2022
92022
Generative-adversarial-network-guided well-aware placement for analog circuits
K Zhu, H Chen, M Liu, X Tang, W Shi, N Sun, DZ Pan
2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 519-525, 2022
92022
Tag: Learning circuit spatial embedding from layouts
K Zhu, H Chen, WJ Turner, GF Kokai, PH Wei, DZ Pan, H Ren
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
82022
Fuse and mix: MACAM-enabled analog activation for energy-efficient neural acceleration
H Zhu, K Zhu, J Gu, H Jin, RT Chen, JA Incorvia, DZ Pan
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
72022
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