| 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 | 279 | 2019 |
| Mixed precision neural architecture search for energy efficient deep learning C Gong, Z Jiang, D Wang, Y Lin, Q Liu, DZ Pan 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-7, 2019 | 86 | 2019 |
| Delving into effective gradient matching for dataset condensation Z Jiang, J Gu, M Liu, DZ Pan 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS …, 2023 | 44 | 2023 |
| Logic synthesis meets machine learning: Trading exactness for generalization S Rai, WL Neto, Y Miyasaka, X Zhang, M Yu, Q Yi, M Fujita, GB Manske, ... 2021 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2021 | 40 | 2021 |
| DREAMPlace 3.0: Multi-electrostatics based robust VLSI placement with region constraints J Gu, Z Jiang, Y Lin, DZ Pan Proceedings of the 39th International Conference on Computer-Aided Design, 1-9, 2020 | 39 | 2020 |
| L2ight: Enabling on-chip learning for optical neural networks via efficient in-situ subspace optimization J Gu, H Zhu, C Feng, Z Jiang, R Chen, D Pan Advances in Neural Information Processing Systems 34, 8649-8661, 2021 | 27 | 2021 |
| 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 |
| DREAMPlaceFPGA: An open-source analytical placer for large scale heterogeneous FPGAs using deep-learning toolkit RS Rajarathnam, MB Alawieh, Z Jiang, M Iyer, DZ Pan 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 300-306, 2022 | 21 | 2022 |
| ADEPT: Automatic differentiable design of photonic tensor cores J Gu, H Zhu, C Feng, Z Jiang, M Liu, S Zhang, RT Chen, DZ Pan Proceedings of the 59th ACM/IEEE Design Automation Conference, 937-942, 2022 | 17 | 2022 |
| Lightening-transformer: A dynamically-operated optically-interconnected photonic transformer accelerator H Zhu, J Gu, H Wang, Z Jiang, Z Zhang, R Tang, C Feng, S Han, RT Chen, ... 2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024 | 15 | 2024 |
| Delving into macro placement with reinforcement learning Z Jiang, E Songhori, S Wang, A Goldie, A Mirhoseini, J Jiang, YJ Lee, ... 2021 ACM/IEEE 3rd Workshop on Machine Learning for CAD (MLCAD), 1-3, 2021 | 12 | 2021 |
| Pre-RMSNorm and Pre-CRMSNorm transformers: equivalent and efficient Pre-LN transformers Z Jiang, J Gu, H Zhu, D Pan Advances in Neural Information Processing Systems 36, 2024 | 9 | 2024 |
| M3ICRO: Machine learning-enabled compact photonic tensor core based on programmable multi-operand multimode interference J Gu, H Zhu, C Feng, Z Jiang, RT Chen, DZ Pan APL Machine Learning 2 (1), 2024 | 8 | 2024 |
| DREAMPlaceFPGA-PL: An open-source GPU-accelerated packer-legalizer for heterogeneous FPGAs RS Rajarathnam, Z Jiang, MA Iyer, DZ Pan Proceedings of the 2023 International Symposium on Physical Design, 175-184, 2023 | 8 | 2023 |
| Dota: A dynamically-operated photonic tensor core for energy-efficient transformer accelerator H Zhu, J Gu, H Wang, Z Jiang, Z Zhang, R Tang, C Feng, S Han, RT Chen, ... Optica Open, 2023 | 6 | 2023 |
| Elight: toward efficient and aging-resilient photonic in-memory neurocomputing H Zhu, J Gu, C Feng, M Liu, Z Jiang, RT Chen, DZ Pan IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2022 | 6 | 2022 |
| NormSoftmax: Normalizing the Input of Softmax to Accelerate and Stabilize Training Z Jiang, J Gu, DZ Pan 2023 IEEE International Conference on Omni-layer Intelligent Systems (COINS …, 2023 | 5 | 2023 |
| Towards memory-efficient neural networks via multi-level in situ generation J Gu, H Zhu, C Feng, M Liu, Z Jiang, RT Chen, DZ Pan Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 5 | 2021 |
| ELight: Enabling efficient photonic in-memory neurocomputing with life enhancement H Zhu, J Gu, C Feng, M Liu, Z Jiang, RT Chen, DZ Pan 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 332-338, 2022 | 4 | 2022 |
| A Tale of EDA's Long Tail: Long-Tailed Distribution Learning for Electronic Design Automation Z Jiang, M Liu, Z Guo, S Zhang, Y Lin, D Pan Proceedings of the 2022 ACM/IEEE Workshop on Machine Learning for CAD, 135-141, 2022 | 3 | 2022 |
