| Dreamplace: Deep learning toolkit-enabled gpu acceleration for modern vlsi placement Y Lin, S Dhar, W Li, H Ren, B Khailany, DZ Pan Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 376 | 2019 |
| Verilogeval: Evaluating large language models for verilog code generation M Liu, N Pinckney, B Khailany, H Ren 2023 IEEE/ACM International Conference on Computer Aided Design (ICCAD), 1-8, 2023 | 312 | 2023 |
| RouteNet: Routability prediction for mixed-size designs using convolutional neural network Z Xie, YH Huang, GQ Fang, H Ren, SY Fang, Y Chen Proceedings of the International Conference on Computer-Aided Design, 1-8, 2018 | 285 | 2018 |
| Chipnemo: Domain-adapted llms for chip design M Liu, TD Ene, R Kirby, C Cheng, N Pinckney, R Liang, J Alben, H Anand, ... arXiv preprint arXiv:2311.00176, 2023 | 275 | 2023 |
| Rtlfixer: Automatically fixing rtl syntax errors with large language model YD Tsai, M Liu, H Ren Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-6, 2024 | 176 | 2024 |
| High performance graph convolutional networks with applications in testability analysis Y Ma, H Ren, B Khailany, H Sikka, L Luo, K Natarajan, B Yu Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 168 | 2019 |
| GRANNITE: Graph neural network inference for transferable power estimation Y Zhang, H Ren, B Khailany 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 160 | 2020 |
| ParaGraph: Layout parasitics and device parameter prediction using graph neural networks H Ren, GF Kokai, WJ Turner, TS Ku 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 137 | 2020 |
| PowerNet: Transferable dynamic IR drop estimation via maximum convolutional neural network Z Xie, H Ren, B Khailany, Y Sheng, S Santosh, J Hu, Y Chen 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 13-18, 2020 | 129 | 2020 |
| PRIMAL: Power inference using machine learning Y Zhou, H Ren, Y Zhang, B Keller, B Khailany, Z Zhang Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 114 | 2019 |
| Vs-quant: Per-vector scaled quantization for accurate low-precision neural network inference S Dai, R Venkatesan, M Ren, B Zimmer, W Dally, B Khailany Proceedings of Machine Learning and Systems 3, 873-884, 2021 | 110 | 2021 |
| Sensitivity guided net weighting for placement driven synthesis TY Wang, JL Tsai, CCP Chen Proceedings of the 2004 international symposium on Physical design, 124-131, 2004 | 106 | 2004 |
| RQL: Global placement via relaxed quadratic spreading and linearization N Viswanathan, GJ Nam, CJ Alpert, P Villarrubia, H Ren, C Chu Proceedings of the 44th annual Design Automation Conference, 453-458, 2007 | 102 | 2007 |
| Accelerating chip design with machine learning B Khailany Proceedings of the 2020 ACM/IEEE Workshop on Machine Learning for CAD, 33-33, 2020 | 100 | 2020 |
| Techniques for fast physical synthesis CJ Alpert, SK Karandikar, Z Li, GJ Nam, ST Quay, H Ren, CN Sze, ... Proceedings of the IEEE 95 (3), 573-599, 2007 | 88 | 2007 |
| Diffusion-based placement migration H Ren, DZ Pan, CJ Alpert, P Villarrubia Proceedings of the 42nd annual Design Automation Conference, 515-520, 2005 | 84 | 2005 |
| Relative ordering circuit synthesis M Cho, R Puri, H Ren, X Tang, H Xiang, MM Ziegler US Patent 8,756,541, 2014 | 83 | 2014 |
| Verilogcoder: Autonomous verilog coding agents with graph-based planning and abstract syntax tree (ast)-based waveform tracing tool CT Ho, H Ren, B Khailany Proceedings of the AAAI Conference on Artificial Intelligence 39 (1), 300-307, 2025 | 80 | 2025 |
| AutoDMP: Automated dreamplace-based macro placement A Agnesina, P Rajvanshi, T Yang, G Pradipta, A Jiao, B Keller, B Khailany, ... Proceedings of the 2023 International Symposium on Physical Design, 149-157, 2023 | 75 | 2023 |
| Routability-driven macro placement with embedded cnn-based prediction model YH Huang, Z Xie, GQ Fang, TC Yu, H Ren, SY Fang, Y Chen, J Hu 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE), 180-185, 2019 | 73 | 2019 |
