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Zixuan Jiang
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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
2102019
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
722019
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
292021
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
252023
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
222020
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
162021
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
152022
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
102021
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
92022
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
92022
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, ...
arXiv preprint arXiv:2305.19533, 2023
52023
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
42022
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
32024
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
32023
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
32022
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
32021
Optimizer fusion: Efficient training with better locality and parallelism
Z Jiang, J Gu, M Liu, K Zhu, DZ Pan
arXiv preprint arXiv:2104.00237, 2021
22021
An Efficient Training Framework for Reversible Neural Architectures
Z Jiang, K Zhu, M Liu, J Gu, DZ Pan
European Conference on Computer Vision, 275-289, 2020
22020
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
12024
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
12023
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