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Jiaqi Gu
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DREAMPlace: Deep Learning Toolkit-Enabled GPU Acceleration for Modern VLSI Placement
Y Lin, Z Jiang, J Gu, W Li, S Dhar, H Ren, B Khailany, DZ Pan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
2222020
Multi-scale high-resolution vision transformer for semantic segmentation
J Gu, H Kwon, D Wang, W Ye, M Li, YH Chen, L Lai, V Chandra, DZ Pan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1812022
QuantumNAS: Noise-adaptive search for robust quantum circuits
H Wang, Y Ding, J Gu, Z Li, Y Lin, DZ Pan, FT Chong, S Han
IEEE International Symposium on High-Performance Computer Architecture (HPCA), 2022
1212022
Electronic-photonic arithmetic logic unit for high-speed computing
Z Ying, C Feng, Z Zhao, S Dhar, H Dalir, J Gu, Y Cheng, R Soref, DZ Pan, ...
Nature communications 11 (1), 2154, 2020
1182020
QuantumNAT: Quantum Noise-Aware Training with Noise Injection, Quantization and Normalization
H Wang, J Gu, Y Ding, Z Li, FT Chong, DZ Pan, S Han
ACM/IEEE Design Automation Conference (DAC), 2022
58*2022
A timing engine inspired graph neural network model for pre-routing slack prediction
Z Guo, M Liu, J Gu, S Zhang, DZ Pan, Y Lin
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1207-1212, 2022
532022
Towards area-efficient optical neural networks: an FFT-based architecture
J Gu, Z Zhao, C Feng, M Liu, RT Chen, DZ Pan
2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 476-481, 2020
522020
QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning
H Wang, Z Li, J Gu, Y Ding, DZ Pan, S Han
ACM/IEEE Design Automation Conference (DAC), 2022
50*2022
Abcdplace: Accelerated batch-based concurrent detailed placement on multithreaded cpus and gpus
Y Lin, W Li, J Gu, H Ren, B Khailany, DZ Pan
IEEE transactions on computer-aided design of integrated circuits and …, 2020
482020
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
A Compact Butterfly-Style Silicon Photonic–Electronic Neural Chip for Hardware-Efficient Deep Learning
C Feng*, J Gu*, H Zhu, Z Ying, Z Zhao, DZ Pan, RT Chen
ACS Photonics (*Co-first authors), 2022
39*2022
TorchQuantum Case Study for Robust Quantum Circuits
H Wang, P Liu, J Cheng, Z Liang, J Gu, Z Li, Y Ding, W Jiang, Y Shi, ...
IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 2022
37*2022
High-resolution image reconstruction for portable ultrasound imaging devices
R Wang, Z Fang, J Gu, Y Guo, S Zhou, Y Wang, C Chang, J Yu
EURASIP Journal on Advances in Signal Processing 2019, 1-12, 2019
362019
SqueezeLight: Towards scalable optical neural networks with multi-operand ring resonators
J Gu, C Feng, Z Zhao, Z Ying, M Liu, RT Chen, DZ Pan
2021 Design, Automation & Test in Europe Conference & Exhibition (DATE), 238-243, 2021
302021
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
292023
Toward hardware-efficient optical neural networks: Beyond FFT architecture via joint learnability
J Gu, Z Zhao, C Feng, Z Ying, M Liu, RT Chen, DZ Pan
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
272020
DREAMPlace 3.0: Multi-electrostatics based robust VLSI placement with region constraints
J Gu, Z Jiang, Y Lin, DZ Pan
2020 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2020
262020
ROQ: A noise-aware quantization scheme towards robust optical neural networks with low-bit controls
J Gu, Z Zhao, C Feng, H Zhu, RT Chen, DZ Pan
2020 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2020
252020
Deep generative adversarial networks for thin-section infant MR image reconstruction
J Gu, Z Li, Y Wang, H Yang, Z Qiao, J Yu
IEEE Access 7, 68290-68304, 2019
252019
Efficient on-chip learning for optical neural networks through power-aware sparse zeroth-order optimization
J Gu, C Feng, Z Zhao, Z Ying, RT Chen, DZ Pan
Proceedings of the AAAI conference on artificial intelligence 35 (9), 7583-7591, 2021
232021
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