| Hardware/software co-exploration of neural architectures W Jiang, L Yang, EHM Sha, Q Zhuge, S Gu, S Dasgupta, Y Shi, J Hu IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 210 | 2020 |
| 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 Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 188 | 2019 |
| 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 | 174 | 2020 |
| 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 | 115 | 2020 |
| 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 ACM Transactions on Embedded Computing Systems (TECS) 18 (5s), 1-23, 2019 | 111 | 2019 |
| 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 | 101 | 2020 |
| Co-exploring neural architecture and network-on-chip design for real-time artificial intelligence L Yang, W Jiang, W Liu, EHM Sha, Y Shi, J Hu 2020 25th Asia and South Pacific Design Automation Conference (ASP-DAC), 85-90, 2020 | 50 | 2020 |
| 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 | 49 | 2018 |
| Task mapping on SMART NoC: Contention matters, not the distance L Yang, W Liu, P Chen, N Guan, M Li Proceedings of the 54th Annual Design Automation Conference 2017, 1-6, 2017 | 45 | 2017 |
| 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 | 44 | 2018 |
| 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 | 44 | 2016 |
| Can noise on qubits be learned in quantum neural network? a case study on quantumflow Z Liang, Z Wang, J Yang, L Yang, Y Shi, W Jiang 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021 | 43 | 2021 |
| 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 | 39 | 2016 |
| On the design of quantum graph convolutional neural network in the nisq-era and beyond Z Hu, J Li, Z Pan, S Zhou, L Yang, C Ding, O Khan, T Geng, W Jiang 2022 IEEE 40th International Conference on Computer Design (ICCD), 290-297, 2022 | 36 | 2022 |
| The larger the fairer? small neural networks can achieve fairness for edge devices Y Sheng, J Yang, Y Wu, K Mao, Y Shi, J Hu, W Jiang, L Yang Proceedings of the 59th ACM/IEEE Design Automation Conference, 163-168, 2022 | 36 | 2022 |
| Federated contrastive learning for dermatological disease diagnosis via on-device learning Y Wu, D Zeng, Z Wang, Y Sheng, L Yang, AJ James, Y Shi, J Hu 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021 | 33 | 2021 |
| Chip temperature optimization for dark silicon many-core systems M Li, W Liu, L Yang, P Chen, C Chen IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 30 | 2017 |
| On-device unsupervised image segmentation J Yang, Y Sheng, Y Zhang, W Jiang, L Yang 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 28 | 2023 |
| Fl-disco: Federated generative adversarial network for graph-based molecule drug discovery: Special session paper D Manu, Y Sheng, J Yang, J Deng, T Geng, A Li, C Ding, W Jiang, L Yang 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-7, 2021 | 25 | 2021 |
| Contention-aware routing for thermal-reliable optical networks-on-chip M Li, W Liu, LHK Duong, P Chen, L Yang, C Xiao IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 22 | 2020 |