Learning to prune deep neural networks via layer-wise optimal brain surgeon X Dong, S Chen, S Pan Advances in neural information processing systems 30, 2017 | 556 | 2017 |
Metaquant: Learning to quantize by learning to penetrate non-differentiable quantization S Chen, W Wang, SJ Pan Advances in Neural Information Processing Systems 32, 2019 | 51 | 2019 |
Deep neural network quantization via layer-wise optimization using limited training data S Chen, W Wang, SJ Pan Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 3329-3336, 2019 | 50 | 2019 |
Storage efficient and dynamic flexible runtime channel pruning via deep reinforcement learning J Chen, S Chen, SJ Pan Advances in neural information processing systems 33, 14747-14758, 2020 | 27 | 2020 |
Cooperative Pruning in Cross-Domain Deep Neural Network Compression. S Chen, W Wang, SJ Pan IJCAI, 2102-2108, 2019 | 20 | 2019 |
Statistical analysis of energy-aware real-time automotive systems in EAST-ADL/Stateflow EY Kang, J Chen, L Ke, S Chen 2016 IEEE 11th Conference on Industrial Electronics and Applications (ICIEA …, 2016 | 12 | 2016 |