Mengmeng Ma

According to our database, Mengmeng Ma authored at least 6 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales.

Tang Li, Mengmeng Ma, Xi Peng

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients.

Mengmeng Ma, Tang Li, Xi Peng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

DEAL: Disentangle and Localize Concept-Level Explanations for VLMs.

Tang Li, Mengmeng Ma, Xi Peng

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Are Data-Driven Explanations Robust Against Out-of-Distribution Data?

Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Are Multimodal Transformers Robust to Missing Modality?

Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

SMIL: Multimodal Learning with Severely Missing Modality.

Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021