Mengmeng Ma

13 papers A* 6Journal 6Unranked 1
YearRankTypeTitle / Venue / Authors
2025 A* conf
"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence.
ICML
Mengmeng Ma, Tang Li, Yunxiang Peng, Lu Lin, Volkan Beylergil, Binsheng Zhao, Oguz Akin, Xi Peng
2024 A* conf
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales.
NeurIPS
Tang Li, Mengmeng Ma, Xi Peng
2024 J jnl
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales.
CoRR
Tang Li, Mengmeng Ma, Xi Peng
2024 A* conf
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients.
ICML
Mengmeng Ma, Tang Li, Xi Peng
2024 J jnl
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients.
CoRR
Mengmeng Ma, Tang Li, Xi Peng
2024 — conf
DEAL: Disentangle and Localize Concept-Level Explanations for VLMs.
ECCV (39)
Tang Li, Mengmeng Ma, Xi Peng
2024 J jnl
DEAL: Disentangle and Localize Concept-level Explanations for VLMs.
CoRR
Tang Li, Mengmeng Ma, Xi Peng
2023 A* conf
Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
CVPR
Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng
2023 J jnl
Are Data-driven Explanations Robust against Out-of-distribution Data?
CoRR
Tang Li, Fengchun Qiao, Mengmeng Ma, Xi Peng
2022 A* conf
Are Multimodal Transformers Robust to Missing Modality?
CVPR
Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng
2022 J jnl
Are Multimodal Transformers Robust to Missing Modality?
CoRR
Mengmeng Ma, Jian Ren, Long Zhao, Davide Testuggine, Xi Peng
2021 A* conf
SMIL: Multimodal Learning with Severely Missing Modality.
AAAI
Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng
2021 J jnl
SMIL: Multimodal Learning with Severely Missing Modality.
CoRR
Mengmeng Ma, Jian Ren, Long Zhao, Sergey Tulyakov, Cathy Wu, Xi Peng