| 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 | 86 | 2019 |
| 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 | 83 | 2019 |
| 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 | 79 | 2020 |
| 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 | 60 | 2020 |
| 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 | 59 | 2020 |
| 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 | 49 | 2020 |
| 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 | 37 | 2021 |
| 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 | 35 | 2020 |
| 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 | 34 | 2020 |
| 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 | 30 | 2020 |
| 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 | 29 | 2021 |
| 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 | 28 | 2020 |
| 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 58 (5), 1450-1461, 2023 | 27 | 2023 |
| 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 | 22 | 2022 |
| The dawn of ai-native eda: Promises and challenges of large circuit models L Chen, Y Chen, Z Chu, W Fang, TY Ho, Y Huang, S Khan, M Li, X Li, ... arXiv preprint arXiv:2403.07257, 2024 | 20 | 2024 |
| 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 | 20 | 2021 |
| 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 | 18 | 2022 |
| 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 | 13 | 2022 |
| 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 | 13 | 2022 |
| Reinforcement learning guided detailed routing for custom circuits H Chen, KC Hsu, WJ Turner, PH Wei, K Zhu, DZ Pan, H Ren Proceedings of the 2023 International Symposium on Physical Design, 26-34, 2023 | 12 | 2023 |
David Z. PanProfessor, Silicon Labs Endowed Chair, ECE Dept., University of Texas at Austin確認したメール アドレス: ece.utexas.edu