| SMIL: Multimodal Learning with Severely Missing Modality M Ma, J Ren, L Zhao, S Tulyakov, C Wu, X Peng AAAI Conference on Artificial Intelligence (AAAI), 2021 | 275 | 2021 |
| Are Multimodal Transformers Robust to Missing Modality? M Ma, J Ren, L Zhao, D Testuggine, X Peng IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022 | 185 | 2022 |
| Are Data-driven Explanations Robust Against Out-of-distribution Data? T Li, F Qiao, M Ma, X Peng IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023 | 14 | 2023 |
| Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients M Ma, T Li, X Peng International Conference on Machine Learning (ICML), 2024 | 7 | 2024 |
| DEAL: Disentangle and Localize Concept-level Explanations for VLMs T Li, M Ma, X Peng European Conference on Computer Vision (ECCV), 2024 | 6 | 2024 |
| Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales T Li, M Ma, X Peng Annual Conference on Neural Information Processing Systems (NeurIPS), 2024 | 1 | 2024 |
