| Single path one-shot neural architecture search with uniform sampling Z Guo, X Zhang, H Mu, W Heng, Z Liu, Y Wei, J Sun European Conference on Computer Vision, 544-560, 2020 | 465* | 2020 |
| Bi-real net: Enhancing the performance of 1-bit cnns with improved representational capability and advanced training algorithm Z Liu, B Wu, W Luo, X Yang, W Liu, KT Cheng Proceedings of the European conference on computer vision (ECCV), 722-737, 2018 | 302 | 2018 |
| Metapruning: Meta learning for automatic neural network channel pruning Z Liu, H Mu, X Zhang, Z Guo, X Yang, KT Cheng, J Sun Proceedings of the IEEE/CVF international conference on computer vision …, 2019 | 285* | 2019 |
| Reactnet: Towards precise binary neural network with generalized activation functions Z Liu, Z Shen, M Savvides, KT Cheng European Conference on Computer Vision, 143-159, 2020 | 94 | 2020 |
| Latent weights do not exist: Rethinking binarized neural network optimization K Helwegen, J Widdicombe, L Geiger, Z Liu, KT Cheng, R Nusselder Conference on Neural Information Processing Systems (NIPS 2019), 2019 | 61 | 2019 |
| Bi-real net: Binarizing deep network towards real-network performance Z Liu, W Luo, B Wu, X Yang, W Liu, KT Cheng International Journal of Computer Vision 128 (1), 202-219, 2020 | 35 | 2020 |
| UnMix: Rethinking image mixtures for unsupervised visual representation learning Z Shen, Z Liu, Z Liu, M Savvides, T Darrell, E Xing arXiv preprint arXiv:2003.05438, 2020 | 32 | 2020 |
| Binarizing mobilenet via evolution-based searching H Phan, Z Liu, D Huynh, M Savvides, KT Cheng, Z Shen Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 21 | 2020 |
| Is Label Smoothing Truly Incompatible with Knowledge Distillation: An Empirical Study Z Shen, Z Liu, D Xu, Z Chen, KT Cheng, M Savvides International Conference on Learning Representations (ICLR), 2021, 2021 | 15 | 2021 |
| Partial is better than all: Revisiting fine-tuning strategy for few-shot learning Z Shen, Z Liu, J Qin, M Savvides, KT Cheng Proceedings of the AAAI Conference on Artificial Intelligence 35 (11), 9594-9602, 2021 | 9 | 2021 |
| Joint multi-dimension pruning via numerical gradient update Z Liu, X Zhang, Z Shen, Y Wei, KT Cheng, J Sun IEEE Transactions on Image Processing 30, 8034-8045, 2021 | 8 | 2021 |
| How Do Adam and Training Strategies Help BNNs Optimization? Z Liu, Z Shen, S Li, K Helwegen, D Huang, KT Cheng International Conference on Machine Learning (ICML 2021), 2021 | 8 | 2021 |
| " BNN-BN=?": Training Binary Neural Networks Without Batch Normalization T Chen, Z Zhang, X Ouyang, Z Liu, Z Shen, Z Wang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 6 | 2021 |
| S2-bnn: Bridging the gap between self-supervised real and 1-bit neural networks via guided distribution calibration Z Shen, Z Liu, J Qin, L Huang, KT Cheng, M Savvides Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021 | 5 | 2021 |
| Sliced recursive transformer Z Shen, Z Liu, E Xing arXiv preprint arXiv:2111.05297, 2021 | 2 | 2021 |
| Weight-Dependent Gates for Differentiable Neural Network Pruning Y Li, W Wu, Z Liu, C Zhang, X Zhang, H Yao, B Yin European Conference on Computer Vision Workshop, 23-37, 2020 | 2 | 2020 |
| Stereo Neural Vernier Caliper S Li, Z Liu, Z Shen, KT Cheng arXiv preprint arXiv:2203.11018, 2022 | | 2022 |
| Vision Transformer Slimming: Multi-Dimension Searching in Continuous Optimization Space A Chavan, Z Shen, Z Liu, Z Liu, KT Cheng, E Xing arXiv preprint arXiv:2201.00814, 2022 | | 2022 |
| Nonuniform-to-Uniform Quantization: Towards Accurate Quantization via Generalized Straight-Through Estimation Z Liu, KT Cheng, D Huang, E Xing, Z Shen arXiv preprint arXiv:2111.14826, 2021 | | 2021 |
Kwang-Ting (Tim) ChengChair Professor of ECE and CSE, HKUSTVerified email at ust.hk
