| 2025 | ACL | Shadow-Activated Backdoor Attacks on Multimodal Large Language Models. | Ziyi Yin, Muchao Ye, Yuanpu Cao, Jiaqi Wang, Aofei Chang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma |
| 2025 | CVPR | VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models. | Muchao Ye, Weiyang Liu, Pan He |
| 2025 | EMNLP | Data to Defense: The Role of Curation in Aligning Large Language Models Against Safety Compromise. | Xiaoqun Liu, Jiacheng Liang, Luoxi Tang, Muchao Ye, Weicheng Ma, Zhaohan Xi |
| 2024 | AAAI | VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models. | Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma |
| 2024 | CVPR | Sharpness-Aware Optimization for Real-World Adversarial Attacks for Diverse Compute Platforms with Enhanced Transferability. | Muchao Ye, Xiang Xu, Qin Zhang, Jonathan Wu |
| 2024 | IJCAI | Recent Advances in Predictive Modeling with Electronic Health Records. | Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma |
| 2023 | KDD | PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text. | Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma |
| 2022 | AAAI | TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text. | Muchao Ye, Chenglin Miao, Ting Wang, Fenglong Ma |
| 2022 | ICDM | MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. | Suhan Cui, Junyu Luo, Muchao Ye, Jiaqi Wang, Ting Wang, Fenglong Ma |
| 2022 | KDD | LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization. | Muchao Ye, Jinghui Chen, Chenglin Miao, Ting Wang, Fenglong Ma |
| 2022 | WACV | QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. | Muchao Ye, Quanzeng You, Fenglong Ma |
| 2021 | ACL | Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. | Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma |
| 2021 | CIKM | MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. | Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma |
| 2021 | KDD | Advances in Mining Heterogeneous Healthcare Data. | Fenglong Ma, Muchao Ye, Junyu Luo, Cao Xiao, Jimeng Sun |
| 2021 | WWW | MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. | Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma |
| 2020 | CIKM | LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction. | Muchao Ye, Junyu Luo, Cao Xiao, Fenglong Ma |
| 2020 | KDD | HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. | Junyu Luo, Muchao Ye, Cao Xiao, Fenglong Ma |