Ma, Mengmeng

7 publications

ICML 2025 "Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence Mengmeng Ma, Tang Li, Yunxiang Peng, Lu Lin, Volkan Beylergil, Binsheng Zhao, Oguz Akin, Xi Peng

NeurIPS 2024 Beyond Accuracy: Ensuring Correct Predictions with Correct Rationales Tang Li, Mengmeng Ma, Xi Peng

ICML 2024 Beyond the Federation: Topology-Aware Federated Learning for Generalization to Unseen Clients Mengmeng Ma, Tang Li, Xi Peng

ECCV 2024 DEAL: Disentangle and Localize Concept-Level Explanations for VLMs Tang Li, Mengmeng Ma, Xi Peng

CVPR 2023 Are Data-Driven Explanations Robust Against Out-of-Distribution Data? Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng

CVPR 2022 Are Multimodal Transformers Robust to Missing Modality? Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng

AAAI 2021 SMIL: Multimodal Learning with Severely Missing Modality Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng