| Dynamic neural networks: A survey Y Han, G Huang, S Song, L Yang, H Wang, Y Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021 | 680 | 2021 |
| Not all images are worth 16x16 words: Dynamic transformers for efficient image recognition Y Wang, R Huang, S Song, Z Huang, G Huang Advances in Neural Information Processing Systems (NeurIPS) 2021, 11960-11973, 2021 | 231* | 2021 |
| Implicit semantic data augmentation for deep networks Y Wang, X Pan, S Song, H Zhang, G Huang, C Wu Advances in Neural Information Processing Systems (NeurIPS) 2019, 2019 | 208 | 2019 |
| Regularizing deep networks with semantic data augmentation Y Wang, G Huang, S Song, X Pan, Y Xia, C Wu IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI) 44 (7 …, 2021 | 166 | 2021 |
| MetaSAug: Meta Semantic Augmentation for Long-Tailed Visual Recognition S Li, K Gong, CH Liu, Y Wang, F Qiao, X Cheng IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 160 | 2021 |
| Glance and focus: a dynamic approach to reducing spatial redundancy in image classification Y Wang, K Lv, R Huang, S Song, L Yang, G Huang Advances in Neural Information Processing Systems (NeurIPS) 2020, 2432-2444, 2020 | 159 | 2020 |
| Transferable Semantic Augmentation for Domain Adaptation S Li, M Xie, K Gong, CH Liu, Y Wang, W Li IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 141 | 2021 |
| Adaptive Focus for Efficient Video Recognition Y Wang, Z Chen, H Jiang, S Song, Y Han, G Huang IEEE/CVF International Conference on Computer Vision (ICCV) 2021, 16229-16238, 2021 | 107 | 2021 |
| Revisiting Locally Supervised Learning: an Alternative to End-to-end Training Y Wang, Z Ni, S Song, L Yang, G Huang International Conference on Learning Representations (ICLR) 2021, 2021 | 89 | 2021 |
| Adaptive Rotated Convolution for Rotated Object Detection Y Pu, Y Wang, Z Xia, Y Han, Y Wang, W Gan, Z Wang, S Song, G Huang IEEE/CVF International Conference on Computer Vision (ICCV) 2023, 2023 | 69 | 2023 |
| CondenseNet V2: Sparse Feature Reactivation for Deep Networks L Yang, H Jiang, R Cai, Y Wang, S Song, G Huang, Q Tian IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021, 2021 | 65 | 2021 |
| AdaFocus V2: End-to-End Training of Spatial Dynamic Networks for Video Recognition Y Wang, Y Yue, Y Lin, H Jiang, Z Lai, V Kulikov, N Orlov, H Shi, G Huang IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2022, 2021 | 53 | 2021 |
| Logistics-aware manufacturing service collaboration optimisation towards industrial internet platform Y Wang, Y Zhang, F Tao, T Chen, Y Cheng, S Yang International Journal of Production Research (IJPR) 57 (12), 4007-4026, 2019 | 40 | 2019 |
| Glance and Focus Networks for Dynamic Visual Recognition G Huang*, Y Wang* (*equal contribution), K Lv, H Jiang, W Huang, P Qi, ... IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 | 38 | 2022 |
| Meta-semi: A meta-learning approach for semi-supervised learning Y Wang, J Guo, S Song, G Huang CAAI Artificial Intelligence Research (CAAI AIR), 2022 | 38 | 2022 |
| Making the best of both worlds: A domain-oriented transformer for unsupervised domain adaptation W Ma, J Zhang, S Li, CH Liu, Y Wang, W Li ACM Multimedia (ACM MM) 2022, 5620-5629, 2022 | 31* | 2022 |
| Fault detection and isolation for Unmanned Aerial Vehicle sensors by using extended PMI filter D Guo, Y Wang, M Zhong, Y Zhao IFAC-PapersOnLine 51 (24), 818-823, 2018 | 28 | 2018 |
| Dynamic Perceiver for Efficient Visual Recognition Y Han, D Han, Z Liu, Y Wang, X Pan, Y Pu, C Deng, J Feng, S Song, ... IEEE/CVF International Conference on Computer Vision (ICCV) 2023, 2023 | 27 | 2023 |
| EfficientTrain: Exploring Generalized Curriculum Learning for Training Visual Backbones Y Wang, Y Yue, R Lu, T Liu, Z Zhong, S Song, G Huang IEEE/CVF International Conference on Computer Vision (ICCV) 2023, 2022 | 27 | 2022 |
| Dynamic spatial focus for efficient compressed video action recognition Z Zheng, L Yang, Y Wang, M Zhang, L He, G Huang, F Li IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) 34 (2 …, 2023 | 23 | 2023 |
Gao Huang （黄高）Associate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
