| A sufficient condition for convergences of adam and rmsprop F Zou*, L Shen*, Z Jie, W Zhang, W Liu Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019 | 215 | 2019 |
| Fedml: A research library and benchmark for federated machine learning C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ... arXiv preprint arXiv:2007.13518, 2020 | 181* | 2020 |
| Weighted AdaGrad with unified momentum F Zou*, L Shen*, Z Jie, J Sun, W Liu arXiv preprint arXiv:1808.03408, 2018 | 60* | 2018 |
| Communication-Efficient Distributed Stochastic AUC Maximization with Deep Neural Networks Z Guo, M Liu, Z Yuan, L Shen, W Liu, T Yang Proceedings of the 37th International Conference on Machine Learning (ICML), 2020 | 16 | 2020 |
| AlphaGAN: Fully Differentiable Architecture Search for Generative Adversarial Networks Y Tian, L Shen, L Shen, G Su, Z Li, W Liu IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 | 15 | 2021 |
| Sparse Training via Boosting Pruning Plasticity with Neuroregeneration S Liu, T Chen, X Chen, Z Atashgahi, L Yin, H Kou, L Shen, M Pechenizkiy, ... The Thirty-Fifth Annual Conference on Neural Information Processing Systems …, 2021 | 15 | 2021 |
| A Class of Variable Metric Over-relaxed Hybrid Proximal Extra-gradient Algorithm L Shen SCUT, 2017 | 12* | 2017 |
| Discrete Trust-aware Matrix Factorization for Fast Recommendation G Guo, E Yang, L Shen, X Yang, X He Proceedings of the Twenty-Eighth International Joint Conference on …, 2019 | 11 | 2019 |
| Enhanced Balanced Min Cut X Chen, W Hong, F Nie, JZ Huang, L Shen International Journal of Computer Vision 128 (7), 2020 | 10 | 2020 |
| A Decomposition Algorithm for the Sparse Generalized Eigenvalue Problem G Yuan, L Shen, WS Zheng IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 | 10 | 2019 |
| A Block Decomposition Algorithm for Sparse Optimization G Yuan, L Shen, WS Zheng Proceedings of the 26th ACM SIGKDD International Conference on Knowledge …, 2020 | 9* | 2020 |
| DAG-GAN: Causal structure learning with generative adversarial nets Y Gao, L Shen, ST Xia IEEE International Conference on Acoustics, Speech and Signal Processing …, 2021 | 7 | 2021 |
| Stochastic Client Selection for Federated Learning with Volatile Clients T Huang, W Lin, L Shen, K Li, AY Zomaya IEEE Internet of Things Journal, 2022 | 6 | 2022 |
| Quantized Adam with Error Feedback C Chen, L Shen, H Huang, W Liu ACM Transactions on Intelligent Systems and Technology 12 (5), 1–26, 2021 | 6 | 2021 |
| Lightweight image super-resolution with hierarchical and differentiable neural architecture search H Huang, L Shen, C He, W Dong, H Huang, G Shi arXiv preprint arXiv:2105.03939, 2021 | 6 | 2021 |
| Attacking adversarial attacks as a defense B Wu, H Pan, L Shen, J Gu, S Zhao, Z Li, D Cai, X He, W Liu arXiv preprint arXiv:2106.04938, 2021 | 5 | 2021 |
| Real-time universal style transfer on high-resolution images via zero-channel pruning J An, T Li, H Huang, L Shen, X Wang, Y Tang, J Ma, W Liu, J Luo arXiv preprint arXiv:2006.09029, 2020 | 5 | 2020 |
| GSOS: Gauss-Seidel operator splitting algorithm for multi-term nonsmooth convex composite optimization L Shen, W Liu, G Yuan, S Ma Proceedings of the 34th International Conference on Machine Learning (ICML), 2017 | 5 | 2017 |
| Fedcv: a federated learning framework for diverse computer vision tasks C He, AD Shah, Z Tang, DFAN Sivashunmugam, K Bhogaraju, M Shimpi, ... arXiv preprint arXiv:2111.11066, 2021 | 4 | 2021 |
| Adaptive proximal average approximation for composite convex minimization L Shen, W Liu, J Huang, YG Jiang, S Ma Thirty-First AAAI Conference on Artificial Intelligence (AAAI), 2017 | 4 | 2017 |
Wei LiuTencentVerified email at ee.columbia.edu
