| Ftrans: energy-efficient acceleration of transformers using fpga B Li, S Pandey, H Fang, Y Lyv, J Li, J Chen, M Xie, L Wan, H Liu, C Ding Proceedings of the ACM/IEEE International Symposium on Low Power Electronics …, 2020 | 117 | 2020 |
| 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 | 37 | 2022 |
| Accelerating framework of transformer by hardware design and model compression co-optimization P Qi, EHM Sha, Q Zhuge, H Peng, S Huang, Z Kong, Y Song, B Li 2021 IEEE/ACM International Conference On Computer Aided Design (ICCAD), 1-9, 2021 | 33 | 2021 |
| Et: re-thinking self-attention for transformer models on gpus S Chen, S Huang, S Pandey, B Li, GR Gao, L Zheng, C Ding, H Liu Proceedings of the international conference for high performance computing …, 2021 | 30 | 2021 |
| Efficient transformer-based large scale language representations using hardware-friendly block structured pruning B Li, Z Kong, T Zhang, J Li, Z Li, H Liu, C Ding arXiv preprint arXiv:2009.08065, 2020 | 29 | 2020 |
| Sparse progressive distillation: Resolving overfitting under pretrain-and-finetune paradigm S Huang, D Xu, IEH Yen, Y Wang, SE Chang, B Li, S Chen, M Xie, ... arXiv preprint arXiv:2110.08190, 2021 | 27 | 2021 |
| Enabling retrain-free deep neural network pruning using surrogate lagrangian relaxation D Gurevin, S Zhou, L Pepin, B Li, M Bragin, C Ding, F Miao arXiv preprint arXiv:2012.10079, 2020 | 20 | 2020 |
| An efficient deep reinforcement learning framework for uavs S Zhou, B Li, C Ding, L Lu, C Ding 2020 21st International Symposium on Quality Electronic Design (ISQED), 323-328, 2020 | 16 | 2020 |
| Dancing along battery: Enabling transformer with run-time reconfigurability on mobile devices Y Song, W Jiang, B Li, P Qi, Q Zhuge, EHM Sha, S Dasgupta, Y Shi, ... 2021 58th ACM/IEEE Design Automation Conference (DAC), 1003-1008, 2021 | 12 | 2021 |
| Detecting gender bias in transformer-based models: A case study on bert B Li, H Peng, R Sainju, J Yang, L Yang, Y Liang, W Jiang, B Wang, H Liu, ... arXiv preprint arXiv:2110.15733, 2021 | 10 | 2021 |
| A new modeling scheme for powered parafoil unmanned aerial vehicle platforms: Theory and experiments LI Bingbing, HE Yuqing, HAN Jianda, X Jizhong Chinese Journal of Aeronautics 32 (11), 2466-2479, 2019 | 10 | 2019 |
| Energy-based controller decoupling of powered parafoil unmanned aerial vehicle B Li, L Yang, Y He, J Han 2016 IEEE international conference on cyber technology in automation …, 2016 | 10 | 2016 |
| A surrogate lagrangian relaxation-based model compression for deep neural networks D Gurevin, S Zhou, L Pepin, B Li, M Bragin, C Ding, F Miao arXiv preprint arXiv:2012.10079 2, 2020 | 3 | 2020 |
| Wind-turbine blade inspection using impact-sounding module and acoustic analysis L Yang, Y Chang, S Sotnikov, J Feng, B Li, J Xiao 2019 IEEE 9th Annual International Conference on CYBER Technology in …, 2019 | 3 | 2019 |
| Real-Time Data Acquisition and Model Identification for Powered Parafoil UAV L Bingbing, Q Juntong, L Tianyu, M Sen, S Dalei, H Jianda Intelligent Robotics and Applications: 8th International Conference, ICIRA …, 2015 | 2 | 2015 |
| Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM B Li, G Yuan, Z Wang, S Huang, H Peng, P Behnam, W Wen, H Liu, ... arXiv preprint arXiv:2401.11664, 2024 | 1 | 2024 |
| Research on control and planning of soft-wing uav for haze removal W Huang, L Yang, Y He, B Li 2018 10th International Conference on Modelling, Identification and Control …, 2018 | 1 | 2018 |
| Towards lossless head pruning through automatic peer distillation for language models B Li, Z Wang, S Huang, M Bragin, J Li, C Ding Proceedings of the Thirty-Second International Joint Conference on …, 2023 | | 2023 |
| Automatic Subnetwork Search Through Dynamic Differentiable Neuron Pruning Z Wang, B Li, X Xiao, T Zhang, MA Bragin, B Yan, C Ding, S Rajasekaran 2023 24th International Symposium on Quality Electronic Design (ISQED), 1-6, 2023 | | 2023 |
| System Identification and Control of PPUAV B Li, L Yang, Y He, J Han, J Xiao 2017 IEEE 7th Annual International Conference on CYBER Technology in …, 2017 | | 2017 |
