Muchao Ye

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 24

Top Topics

Prediction Model

Kernel Classifiers

Top Venues

Publications

Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models. AAAI (2024)
Ziyi Yin, Muchao Ye, Tianrong Zhang, Jiaqi Wang, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models. CoRR (2024)
Jiaqi Wang, Junyu Luo, Muchao Ye, Xiaochen Wang, Yuan Zhong, Aofei Chang, Guanjie Huang, Ziyi Yin, Cao Xiao, Jimeng Sun, Fenglong Ma
Recent Advances in Predictive Modeling with Electronic Health Records. CoRR (2024)
Xiaoqun Liu, Jiacheng Liang, Muchao Ye, Zhaohan Xi
Robustifying Safety-Aligned Large Language Models through Clean Data Curation. CoRR (2024)
Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
VLATTACK: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. NeurIPS (2023)
Muchao Ye, Ziyi Yin, Tianrong Zhang, Tianyu Du, Jinghui Chen, Ting Wang, Fenglong Ma
UniT: A Unified Look at Certified Robust Training against Text Adversarial Perturbation. NeurIPS (2023)
Ziyi Yin, Muchao Ye, Tianrong Zhang, Tianyu Du, Jinguo Zhu, Han Liu, Jinghui Chen, Ting Wang, Fenglong Ma
VLAttack: Multimodal Adversarial Attacks on Vision-Language Tasks via Pre-trained Models. CoRR (2023)
Muchao Ye, Jinghui Chen, Chenglin Miao, Han Liu, Ting Wang, Fenglong Ma
PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text. KDD (2023)
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Houping Xiao, Ting Wang, Fenglong Ma
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. BIBM (2022)
Muchao Ye, Jinghui Chen, Chenglin Miao, Ting Wang, Fenglong Ma
LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization. KDD (2022)
Muchao Ye, Chenglin Miao, Ting Wang, Fenglong Ma
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text. AAAI (2022)
Suhan Cui, Junyu Luo, Muchao Ye, Jiaqi Wang, Ting Wang, Fenglong Ma
MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data. ICDM (2022)
Muchao Ye, Quanzeng You, Fenglong Ma
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog. WACV (2022)
Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. CoRR (2021)
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Ting Wang, Fenglong Ma
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare. CoRR (2021)
Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma
MedRetriever: Target-Driven Interpretable Health Risk Prediction via Retrieving Unstructured Medical Text. CIKM (2021)
Muchao Ye, Suhan Cui, Yaqing Wang, Junyu Luo, Cao Xiao, Fenglong Ma
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths. WWW (2021)
Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation. ACL/IJCNLP (1) (2021)
Fenglong Ma, Muchao Ye, Junyu Luo, Cao Xiao, Jimeng Sun
Advances in Mining Heterogeneous Healthcare Data. KDD (2021)
Junyu Luo, Muchao Ye, Cao Xiao, Fenglong Ma
HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records. KDD (2020)
Junyu Luo, Zifei Zheng, Hanzhong Ye, Muchao Ye, Yaqing Wang, Quanzeng You, Cao Xiao, Fenglong Ma
A Benchmark Dataset for Understandable Medical Language Translation. CoRR (2020)
Muchao Ye, Junyu Luo, Cao Xiao, Fenglong Ma
LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction. CIKM (2020)
Zewei Long, Liwei Che, Yaqing Wang, Muchao Ye, Junyu Luo, Jinze Wu, Houping Xiao, Fenglong Ma
FedSemi: An Adaptive Federated Semi-Supervised Learning Framework. CoRR (2020)
Muchao Ye, Xiaojiang Peng, Weihao Gan, Wei Wu, Yu Qiao
AnoPCN: Video Anomaly Detection via Deep Predictive Coding Network. ACM Multimedia (2019)