| 2026 | AAAI | Learning from Imperfect Data: Incremental Learning and Few-shot Learning. | Yaoyao Liu |
| 2026 | SIGGRAPH | FreeOrbit4D: Training-Free Arbitrary Camera Redirection for Monocular Videos via Foreground-Complete 4D Reconstruction. | Wei Cao, Hao Zhang, Fengrui Tian, Yulun Wu, Yingying Li, Shenlong Wang, Ning Yu, Yaoyao Liu |
| 2025 | CVPR | Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning. | Zichen Tian, Yaoyao Liu, Qianru Sun |
| 2024 | ECCV | iNeMo: Incremental Neural Mesh Models for Robust Class-Incremental Learning. | Tom Fischer, Yaoyao Liu, Artur Jesslen, Noor Ahmed, Prakhar Kaushik, Angtian Wang, Alan L. Yuille, Adam Kortylewski, Eddy Ilg |
| 2024 | ICLR | Generating Images with 3D Annotations Using Diffusion Models. | Wufei Ma, Qihao Liu, Jiahao Wang, Angtian Wang, Xiaoding Yuan, Yi Zhang, Zihao Xiao, Guofeng Zhang, Beijia Lu, Ruxiao Duan, Yongrui Qi, Adam Kortylewski, Yaoyao Liu, Alan L. Yuille |
| 2024 | WACV | Wakening Past Concepts without Past Data: Class-Incremental Learning from Online Placebos. | Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun |
| 2023 | AAAI | Online Hyperparameter Optimization for Class-Incremental Learning. | Yaoyao Liu, Yingying Li, Bernt Schiele, Qianru Sun |
| 2023 | CVPR | Continual Detection Transformer for Incremental Object Detection. | Yaoyao Liu, Bernt Schiele, Andrea Vedaldi, Christian Rupprecht |
| 2023 | CVPR | Class-Incremental Exemplar Compression for Class-Incremental Learning. | Zilin Luo, Yaoyao Liu, Bernt Schiele, Qianru Sun |
| 2023 | MICCAI | Continual Learning for Abdominal Multi-organ and Tumor Segmentation. | Yixiao Zhang, Xinyi Li, Huimiao Chen, Alan L. Yuille, Yaoyao Liu, Zongwei Zhou |
| 2021 | CVPR | Adaptive Aggregation Networks for Class-Incremental Learning. | Yaoyao Liu, Bernt Schiele, Qianru Sun |
| 2020 | CVPR | Mnemonics Training: Multi-Class Incremental Learning Without Forgetting. | Yaoyao Liu, Yuting Su, An-An Liu, Bernt Schiele, Qianru Sun |
| 2020 | ECCV | An Ensemble of Epoch-Wise Empirical Bayes for Few-Shot Learning. | Yaoyao Liu, Bernt Schiele, Qianru Sun |
| 2019 | CVPR | Meta-Transfer Learning for Few-Shot Learning. | Qianru Sun, Yaoyao Liu, Tat-Seng Chua, Bernt Schiele |
| 2017 | IGARSS | Small-sample classification of hyperspectral data in a graph-based semi-supervision framwork. | Chunmei Zhang, Junyan Wang, Yunbin Zhang, Yaoyao Liu |