| Be your own teacher: Improve the performance of convolutional neural networks via self distillation L Zhang, J Song, A Gao, J Chen, C Bao, K Ma Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 528 | 2019 |
| Architecture exploration for ambient energy harvesting nonvolatile processors K Ma, Y Zheng, S Li, K Swaminathan, X Li, Y Liu, J Sampson, Y Xie, ... 2015 IEEE 21st International Symposium on High Performance Computer …, 2015 | 256 | 2015 |
| Pconv: The missing but desirable sparsity in dnn weight pruning for real-time execution on mobile devices X Ma, FM Guo, W Niu, X Lin, J Tang, K Ma, B Ren, Y Wang Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 5117-5124, 2020 | 147 | 2020 |
| Ambient energy harvesting nonvolatile processors: From circuit to system Y Liu, Z Li, H Li, Y Wang, X Li, K Ma, S Li, MF Chang, S John, Y Xie, J Shu, ... Proceedings of the 52nd Annual Design Automation Conference, 1-6, 2015 | 145 | 2015 |
| Adversarial robustness vs. model compression, or both? S Ye, K Xu, S Liu, H Cheng, JH Lambrechts, H Zhang, A Zhou, K Ma, ... Proceedings of the IEEE/CVF International Conference on Computer Vision, 111-120, 2019 | 126 | 2019 |
| Nonvolatile memory design based on ferroelectric FETs S George, K Ma, A Aziz, X Li, A Khan, S Salahuddin, MF Chang, S Datta, ... Proceedings of the 53rd Annual Design Automation Conference, 1-6, 2016 | 112 | 2016 |
| Improve object detection with feature-based knowledge distillation: Towards accurate and efficient detectors L Zhang, K Ma International Conference on Learning Representations, 2021 | 99 | 2021 |
| Tunnel FET RF rectifier design for energy harvesting applications H Liu, X Li, R Vaddi, K Ma, S Datta, V Narayanan IEEE Journal on Emerging and Selected Topics in Circuits and Systems 4 (4 …, 2014 | 95 | 2014 |
| Enabling energy-efficient nonvolatile computing with negative capacitance FET X Li, J Sampson, A Khan, K Ma, S George, A Aziz, SK Gupta, ... IEEE Transactions on Electron Devices 64 (8), 3452-3458, 2017 | 82 | 2017 |
| Nonvolatile processor architecture exploration for energy-harvesting applications K Ma, X Li, S Li, Y Liu, JJ Sampson, Y Xie, V Narayanan IEEE Micro 35 (5), 32-40, 2015 | 72 | 2015 |
| Scan: A scalable neural networks framework towards compact and efficient models L Zhang, Z Tan, J Song, J Chen, C Bao, K Ma Advances in Neural Information Processing Systems 32, 2019 | 62 | 2019 |
| Self-distillation: Towards efficient and compact neural networks L Zhang, C Bao, K Ma IEEE Transactions on Pattern Analysis and Machine Intelligence 44 (8), 4388-4403, 2021 | 61 | 2021 |
| Advancing nonvolatile computing with nonvolatile NCFET latches and flip-flops X Li, S George, K Ma, WY Tsai, A Aziz, J Sampson, SK Gupta, MF Chang, ... IEEE Transactions on Circuits and Systems I: Regular Papers 64 (11), 2907-2919, 2017 | 57 | 2017 |
| Incidental computing on IoT nonvolatile processors K Ma, X Li, J Li, Y Liu, Y Xie, J Sampson, MT Kandemir, V Narayanan Proceedings of the 50th Annual IEEE/ACM International Symposium on …, 2017 | 54 | 2017 |
| Low power adiabatic logic based on FinFETs N Liao, XX Cui, K Liao, KS Ma, D Wu, W Wei, R Li, DS Yu Science China information sciences 57, 1-13, 2014 | 53 | 2014 |
| Non-structured DNN weight pruning—Is it beneficial in any platform? X Ma, S Lin, S Ye, Z He, L Zhang, G Yuan, SH Tan, Z Li, D Fan, X Qian, ... IEEE transactions on neural networks and learning systems 33 (9), 4930-4944, 2021 | 52 | 2021 |
| RF-powered systems using steep-slope devices X Li, H Liu, UD Heo, K Ma, S Datta, V Narayanan New Circuits and Systems Conference (NEWCAS), 73-76, 2014 | 51 | 2014 |
| Design of nonvolatile SRAM with ferroelectric FETs for energy-efficient backup and restore X Li, K Ma, S George, WS Khwa, J Sampson, S Gupta, Y Liu, MF Chang, ... IEEE Transactions on Electron Devices 64 (7), 3037-3040, 2017 | 47 | 2017 |
| Nonvolatile processor architectures: Efficient, reliable progress with unstable power K Ma, X Li, K Swaminathan, Y Zheng, S Li, Y Liu, Y Xie, JJ Sampson, ... IEEE Micro 36 (3), 72-83, 2016 | 39 | 2016 |
| Nonvolatile Processor Architectures: Efficient, Reliable Progress with Unstable Power K Ma, X Li, K Swaminathan, Y Zheng, S Li, Y Liu, J Sampson, Y Xie, ... IEEE Micro 36 (3), 72-83, 2016 | 39 | 2016 |
Xueqing LiAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
