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Muchao Ye

HiTANet: Hierarchical Time-Aware Attention Networks for Risk Prediction on Electronic Health Records
2020 · Junyu Luo, Muchao Ye, et al. · ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD) · 196
MedPath: Augmenting Health Risk Prediction via Medical Knowledge Paths
2021 · Muchao Ye, Suhan Cui, et al. · 59
TextHoaxer: Budgeted Hard-Label Adversarial Attacks on Text
2022 · Muchao Ye, Chenglin Miao, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 49
VERA: Explainable Video Anomaly Detection via Verbalized Learning of Vision-Language Models
2025 · Muchao Ye, Weiyang Liu, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 48
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LSAN: Modeling Long-term Dependencies and Short-term Correlations with Hierarchical Attention for Risk Prediction
2020 · Muchao Ye, Junyu Luo, et al. · Proceedings of the ... ACM International Conference on Information & Knowledge Management · 43
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
2021 · Xingyi Yang, Muchao Ye, et al. · 39
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MedRetriever
2021 · Muchao Ye, Suhan Cui, et al. · Proceedings of the ... ACM International Conference on Information & Knowledge Management · 23
LeapAttack: Hard-Label Adversarial Attack on Text via Gradient-Based Optimization
2022 · Muchao Ye, Jinghui Chen, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 20
FedSemi: An Adaptive Federated Semi-Supervised Learning Framework.
2020 · Zewei Long, Liwei Che, et al. · arXiv (Cornell University) · 14
Advances in Mining Heterogeneous Healthcare Data
2021 · Fenglong Ma, Muchao Ye, et al. · 11
VQAttack: Transferable Adversarial Attacks on Visual Question Answering via Pre-trained Models
2024 · Ziyi Yin, Muchao Ye, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 10
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PAT: Geometry-Aware Hard-Label Black-Box Adversarial Attacks on Text
2023 · Muchao Ye, Jinghui Chen, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 10
FedSiam: Towards Adaptive Federated Semi-Supervised Learning
2020 · Long, Zewei, Che, Liwei, et al. · arXiv (Cornell University) · 8
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MedAttacker: Exploring Black-Box Adversarial Attacks on Risk Prediction Models in Healthcare
2022 · Muchao Ye, Junyu Luo, et al. · IEEE International Conference on Bioinformatics and Biomedicine (BIBM) · 7
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MedSkim: Denoised Health Risk Prediction via Skimming Medical Claims Data
2022 · Suhan Cui, Junyu Luo, et al. · Proceedings · 7
QUALIFIER: Question-Guided Self-Attentive Multimodal Fusion Network for Audio Visual Scene-Aware Dialog
2022 · Muchao Ye, Quanzeng You, et al. · IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 7
A Benchmark Dataset for Understandable Medical Language Translation.
2020 · Junyu Luo, Zifei Zheng, et al. · arXiv (Cornell University) · 5
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation
2021 · Yang, Xingyi, Ye, Muchao, et al. · arXiv (Cornell University) · 3
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Benchmarking Automated Clinical Language Simplification: Dataset, Algorithm, and Evaluation
2020 · Luo, Junyu, Zheng, Zifei, et al. · arXiv (Cornell University) · 2
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Sharpness-Aware Optimization for Real-World Adversarial Attacks for Diverse Compute Platforms with Enhanced Transferability
2024 · Muchao Ye, Xiang Xu, et al. · IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 1
Understanding and Mitigating Inference-Time Overreliance Using Agentic Memory
2026 · Tang, Luoxi, Meng, Yuqiao, et al. · arXiv (Cornell University)
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Polar: LLM-Powered Synthesis of Real-World Cyber Evidence for Prioritization and Mitigation
2026 · Tang, Luoxi, Meng, Yuqiao, et al. · arXiv (Cornell University)
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Direct, Parallel, or Sequential? A Comparative Study of Training-Free Multi-Subject Image-to-Video Generation
2026 · Qi, Yanliang, Chen, Kexi, et al. · arXiv (Cornell University)
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LATERN: Test-Time Context-Aware Explainable Video Anomaly Detection
2026 · Piehl, Mitchell, Ye, Muchao · arXiv (Cornell University)
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EquiMem: Calibrating Shared Memory in Multi-Agent Debate via Game-Theoretic Equilibrium
2026 · Meng, Yuqiao, Tang, Luoxi, et al. · arXiv (Cornell University)
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Works count: 32
Citation count: 559
H-index: 10
I10-index: 12
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