Muchao Ye
Publications by Year
Research Areas
Topic Modeling, Adversarial Robustness in Machine Learning, Multimodal Machine Learning Applications, Machine Learning in Healthcare, Artificial Intelligence in Healthcare
Most-Cited Works
- → HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records(2020)184 cited
- → MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths(2021)53 cited
- → TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text(2022)44 cited
- → LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction(2020)42 cited
- → Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation(2021)38 cited
- → MedRetriever(2021)20 cited
- → LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization(2022)16 cited
- FedSemi: An Adaptive Federated Semi-Supervised Learning Framework.(2020)
- → Advances in Mining Heterogeneous Healthcare Data(2021)11 cited
- → FedSiam: Towards Adaptive Federated Semi-Supervised Learning(2020)10 cited