Muchao Ye

Assistant Professor, University of Iowa

Joined

November 2021

Names

Muchao Ye (Preferred)

Emails

****@psu.edu (Confirmed)

,

****@psu.edu (Confirmed)

,

****@gmail.com (Confirmed)

,

****@uiowa.edu (Confirmed)

Personal Links

Semantic Scholar

Career & Education History

Assistant Professor

University of Iowa (uiowa.edu)

2024 – Present

PhD student

Pennsylvania State University (psu.edu)

2020 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2020 – Present

Expertise

Vision Language Models

2024 – Present

Adversarial Machine Learning

2020 – Present

Sequential Modeling

2018 – Present

Machine Learning

2018 – Present

Publications

Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
- 31 Mar 2022
- OpenReview Archive Direct Upload
- Readers: Everyone
LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization
Muchao Ye, Jinghui Chen, Chenglin Miao, Ting Wang, Fenglong Ma
- 2022 (modified: 09 Nov 2022)
- KDD 2022
- Readers: Everyone
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text
Muchao Ye, Chenglin Miao, Ting Wang, Fenglong Ma
- 2022 (modified: 09 Nov 2022)
- AAAI 2022
- Readers: Everyone
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog
Muchao Ye, Quanzeng You, Fenglong Ma
- 2022 (modified: 09 Nov 2022)
- WACV 2022
- Readers: Everyone
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Houping Xiao, Ting Wang, Fenglong Ma
- 2022 (modified: 06 Feb 2023)
- BIBM 2022
- Readers: Everyone
MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data
Suhan Cui, Junyu Luo, Muchao Ye, Jiaqi Wang, Ting Wang, Fenglong Ma
- 2022 (modified: 06 Feb 2023)
- ICDM 2022
- Readers: Everyone
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 (modified: 09 Nov 2022)
- CIKM 2021
- Readers: Everyone
MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare
Muchao Ye, Junyu Luo, Guanjie Zheng, Cao Xiao, Ting Wang, Fenglong Ma
- 2021 (modified: 09 Nov 2022)
- CoRR 2021
- Readers: Everyone
Advances in Mining Heterogeneous Healthcare Data
Fenglong Ma, Muchao Ye, Junyu Luo, Cao Xiao, Jimeng Sun
- 2021 (modified: 09 Nov 2022)
- KDD 2021
- Readers: Everyone
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
Xingyi Yang, Muchao Ye, Quanzeng You, Fenglong Ma
- 2021 (modified: 09 Nov 2022)
- ACL/IJCNLP (1) 2021
- Readers: Everyone

View all 14 publications

Co-Authors