| Towards gradient-based bilevel optimization with non-convex followers and beyond R Liu, Y Liu, S Zeng, J Zhang Advances in Neural Information Processing Systems 34, 8662-8675, 2021 | 54 | 2021 |
| Averaged method of multipliers for bi-level optimization without lower-level strong convexity R Liu, Y Liu, W Yao, S Zeng, J Zhang International Conference on Machine Learning, 21839-21866, 2023 | 35 | 2023 |
| Triple-level model inferred collaborative network architecture for video deraining P Mu, Z Liu, Y Liu, R Liu, X Fan IEEE Transactions on Image Processing 31, 239-250, 2021 | 15 | 2021 |
| Boml: A modularized bilevel optimization library in python for meta learning Y Liu, R Liu 2021 IEEE International Conference on Multimedia & Expo Workshops (ICMEW), 1-2, 2021 | 8 | 2021 |
| PEARL: Preprocessing Enhanced Adversarial Robust Learning of Image Deraining for Semantic Segmentation X Jiao, Y Liu, J Gao, X Chu, X Fan, R Liu Proceedings of the 31st ACM International Conference on Multimedia, 8185-8194, 2023 | | 2023 |
