| AutoDNNchip: An automated dnn chip predictor and builder for both FPGAs and ASICs P Xu, X Zhang, C Hao, Y Zhao, Y Zhang, Y Wang, C Li, Z Guan, D Chen, ... Proceedings of the 2020 ACM/SIGDA International Symposium on Field …, 2020 | 49 | 2020 |
| E2-train: Training state-of-the-art cnns with over 80% energy savings Y Wang, Z Jiang, X Chen, P Xu, Y Zhao, Y Lin, Z Wang Advances in Neural Information Processing Systems 32, 2019 | 49 | 2019 |
| Memory trojan attack on neural network accelerators Y Zhao, X Hu, S Li, J Ye, L Deng, Y Ji, J Xu, D Wu, Y Xie 2019 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2019 | 32 | 2019 |
| Hw-nas-bench: Hardware-aware neural architecture search benchmark C Li, Z Yu, Y Fu, Y Zhang, Y Zhao, H You, Q Yu, Y Wang, Y Lin arXiv preprint arXiv:2103.10584, 2021 | 31 | 2021 |
| Timely: Pushing data movements and interfaces in pim accelerators towards local and in time domain W Li, P Xu, Y Zhao, H Li, Y Xie, Y Lin 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 27 | 2020 |
| Smartexchange: Trading higher-cost memory storage/access for lower-cost computation Y Zhao, X Chen, Y Wang, C Li, H You, Y Fu, Y Xie, Z Wang, Y Lin 2020 ACM/IEEE 47th Annual International Symposium on Computer Architecture …, 2020 | 27 | 2020 |
| DNN-chip predictor: An analytical performance predictor for DNN accelerators with various dataflows and hardware architectures Y Zhao, C Li, Y Wang, P Xu, Y Zhang, Y Lin ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 21 | 2020 |
| Fractrain: Fractionally squeezing bit savings both temporally and spatially for efficient dnn training Y Fu, H You, Y Zhao, Y Wang, C Li, K Gopalakrishnan, Z Wang, Y Lin Advances in Neural Information Processing Systems 33, 12127-12139, 2020 | 18 | 2020 |
| Energynet: Energy-efficient dynamic inference Y Wang, T Nguyen, Y Zhao, Z Wang, Y Lin, R Baraniuk | 14 | 2018 |
| Practical attacks on deep neural networks by memory trojaning X Hu, Y Zhao, L Deng, L Liang, P Zuo, J Ye, Y Lin, Y Xie IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2020 | 13 | 2020 |
| A new MRAM-based process in-memory accelerator for efficient neural network training with floating point precision H Wang, Y Zhao, C Li, Y Wang, Y Lin 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 9 | 2020 |
| Packet Pump: Overcoming Network Bottleneck in On-Chip Interconnects for GPGPUs* X Cheng, Y Zhao, H Zhao, Y Xie 2018 55th ACM/ESDA/IEEE Design Automation Conference (DAC), 1-6, 2018 | 6 | 2018 |
| An all-digital gigahertz class-S transmitter in a 65-nm CMOS Y Zhao, Y Shen, P Xue, Z Ma, Z Peng, B Chen, Z Hong IEEE Transactions on Very Large Scale Integration (VLSI) Systems 24 (4 …, 2015 | 5 | 2015 |
| 2-in-1 Accelerator: Enabling Random Precision Switch for Winning Both Adversarial Robustness and Efficiency Y Fu, Y Zhao, Q Yu, C Li, Y Lin MICRO-54: 54th Annual IEEE/ACM International Symposium on Microarchitecture …, 2021 | 2 | 2021 |
| E2-Train: Energy-Efficient Deep Network Training with Data-, Model-, and Algorithm-Level Saving. Y Wang, Z Jiang, X Chen, P Xu, Y Zhao, Y Lin, Z Wang CoRR, vol. abs/1910.13349, 2019 | 2 | 2019 |
| PRISM: Energy-Efficient Polymorphic Operation Based on Spin-Orbit Torque Memory for Reconfigurable Computing L Chang, Z Wang, Y Zhao, Y Zhang, W Zhao, J Zhou 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2020 | 1 | 2020 |
| E2-Train: Training State-of-the-art CNNs with Over 80% Less Energy Z Jiang, Y Wang, X Chen, P Xu, Y Zhao, Y Lin, Z Wang | | 2019 |
| Live Demonstration: Bringing Powerful Deep Learning into Daily-Life Devices (Mobiles and FPGAs) Via Deep k-Means P Xu, Y Wang, Y Zhao, Y Lin 2019 IEEE International Symposium on Circuits and Systems (ISCAS), 1-1, 2019 | | 2019 |
| An all-digital quadrature RF transmitter with 8-bit ΣΔ modulation P Xue, Y Shen, Y Zhao, Z Hong 2015 IEEE 11th International Conference on ASIC (ASICON), 1-4, 2015 | | 2015 |
| Design of a time-interleaved band-pass ΣΔ modulator for Class-S power amplifier Y Zhao, BY Liu, Z Hong 2013 IEEE 10th International Conference on ASIC, 1-4, 2013 | | 2013 |
