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Weiwen Jiang
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Hardware/software co-exploration of neural architectures
W Jiang, L Yang, EHM Sha, Q Zhuge, S Gu, S Dasgupta, Y Shi, J Hu
(Best Paper Award) IEEE Transactions on Computer-Aided Design of Integrated …, 2020
1552020
Accuracy vs. efficiency: Achieving both through fpga-implementation aware neural architecture search
W Jiang, X Zhang, EHM Sha, L Yang, Q Zhuge, Y Shi, J Hu
(Best Paper Nomination) Proceedings of the 56th Annual Design Automation …, 2019
1542019
Co-exploration of neural architectures and heterogeneous asic accelerator designs targeting multiple tasks
L Yang, Z Yan, M Li, H Kwon, L Lai, T Krishna, V Chandra, W Jiang, Y Shi
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
1222020
On neural architecture search for resource-constrained hardware platforms
Q Lu, W Jiang, X Xu, Y Shi, J Hu
arXiv preprint arXiv:1911.00105, 2019
872019
Achieving super-linear speedup across multi-fpga for real-time dnn inference
W Jiang, EHM Sha, X Zhang, L Yang, Q Zhuge, Y Shi, J Hu
(Best Paper Nomination @ CODES+ISSS'19) ACM Transactions on Embedded …, 2019
842019
Device-circuit-architecture co-exploration for computing-in-memory neural accelerators
W Jiang, Q Lou, Z Yan, L Yang, J Hu, XS Hu, Y Shi
IEEE Transactions on Computers 70 (4), 595-605, 2020
822020
Accelerating transformer-based deep learning models on fpgas using column balanced block pruning
H Peng, S Huang, T Geng, A Li, W Jiang, H Liu, S Wang, C Ding
2021 22nd International Symposium on Quality Electronic Design (ISQED), 142-148, 2021
732021
Standing on the shoulders of giants: Hardware and neural architecture co-search with hot start
W Jiang, L Yang, S Dasgupta, J Hu, Y Shi
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020
712020
A new design of in-memory file system based on file virtual address framework
EHM Sha, X Chen, Q Zhuge, L Shi, W Jiang
(Editor’s pick of the year 2016) IEEE Transactions on Computers 65 (10 …, 2016
662016
A Co-Design Framework of Neural Networks and Quantum Circuits Towards Quantum Advantage
W Jiang, J Xiong, Y Shi
Nature Communications 12 (1), 1-13, 2021
642021
Ms-nas: Multi-scale neural architecture search for medical image segmentation
X Yan, W Jiang, Y Shi, C Zhuo
Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020
552020
Variational quantum pulse learning
Z Liang, H Wang, J Cheng, Y Ding, H Ren, Z Gao, Z Hu, DS Boning, ...
2022 IEEE International Conference on Quantum Computing and Engineering (QCE …, 2022
422022
Co-exploring neural architecture and network-on-chip design for real-time artificial intelligence
L Yang, W Jiang, W Liu, HM Edwin, Y Shi, J Hu
(Best Paper Nomination) 2020 25th Asia and South Pacific Design Automation …, 2020
412020
When neural architecture search meets hardware implementation: from hardware awareness to co-design
X Zhang, W Jiang, Y Shi, J Hu
2019 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 25-30, 2019
392019
Thermal-aware task mapping on dynamically reconfigurable network-on-chip based multiprocessor system-on-chip
W Liu, L Yang, W Jiang, L Feng, N Guan, W Zhang, N Dutt
IEEE Transactions on Computers 67 (12), 1818-1834, 2018
392018
A length adaptive algorithm-hardware co-design of transformer on fpga through sparse attention and dynamic pipelining
H Peng, S Huang, S Chen, B Li, T Geng, A Li, W Jiang, W Wen, J Bi, H Liu, ...
Proceedings of the 59th ACM/IEEE Design Automation Conference, 1135-1140, 2022
372022
Application mapping and scheduling for network-on-chip-based multiprocessor system-on-chip with fine-grain communication optimization
L Yang, W Liu, W Jiang, M Li, J Yi, EHM Sha
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (10 …, 2016
372016
Heterogeneous fpga-based cost-optimal design for timing-constrained cnns
W Jiang, EHM Sha, Q Zhuge, L Yang, X Chen, J Hu
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
362018
FoToNoC: A folded torus-like network-on-chip based many-core systems-on-chip in the dark silicon era
L Yang, W Liu, W Jiang, M Li, P Chen, EHM Sha
IEEE Transactions on Parallel and Distributed Systems 28 (7), 1905-1918, 2016
332016
Efficient data placement for improving data access performance on domain-wall memory
X Chen, EHM Sha, Q Zhuge, CJ Xue, W Jiang, Y Wang
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (10 …, 2016
312016
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