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Zhu, Yinghao

  1. LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation
    2024/03/08 by Weibin Liao, Liao, Weibin, Yinghao Zhu +9 · 6 citations
    Computer Science · Medicine · #AI in cancer detection #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  2. SuperGS: Super-Resolution 3D Gaussian Splatting Enhanced by Variational Residual Features and Uncertainty-Augmented Learning
    2024/10/03 by Shiyun Xie, Xie, Shiyun, Zhiru Wang +7 · 6 citations
    Physics and Astronomy · Computer Science · Engineering · #Advanced Optical Sensing Technologies #Optical measurement and interference techniques #Image Processing Techniques and Applications
  3. AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation
    2024/03/20 by Jingkun An, An, Jingkun, Yinghao Zhu +13 · 4 citations
    Computer Science · #Semantic Web and Ontologies #Topic Modeling #Machine Learning and Data Classification
  4. MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks
    2025/05/18 by Yinghao Zhu, Zhichao He, Zhu, Yinghao +15 · 9 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Topic Modeling
  5. Direct Visualization of an Incommensurate Unidirectional Charge Density Wave in La4Ni3O10
    2025/01/31 by Mingzhe Li, Jiashuo Gong, Li, Mingzhe +23 · 6 citations
    Engineering · Physics and Astronomy · #Acoustic Wave Resonator Technologies #Atomic and Subatomic Physics Research #FOS: Physical sciences #Geophysics and Sensor Technology #Strongly Correlated Electrons (cond-mat.str-el) #Superconductivity (cond-mat.supr-con)
  6. REALM: RAG-Driven Enhancement of Multimodal Electronic Health Records Analysis via Large Language Models
    2024/02/10 by Zhu, Yinghao, Ren, Changyu, Xie, Shiyun +8 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  7. Revealing nanoscale structural phase separation in La3Ni2O7-δ single crystal via scanning near-field optical microscopy
    2024/10/09 by Zhou, Xiaoxiang, He, Weihong, Ni, Kaipeng +16 · 3 citations
    #FOS: Physical sciences #Superconductivity (cond-mat.supr-con)
  8. Prompting Large Language Models for Zero-Shot Clinical Prediction with Structured Longitudinal Electronic Health Record Data
    2024/01/25 by Yinghao Zhu, Zhu, Yinghao, Zixiang Wang +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Topic Modeling
  9. Medical MLLM is Vulnerable: Cross-Modality Jailbreak and Mismatched Attacks on Medical Multimodal Large Language Models
    2024/05/26 by Xijie Huang, Xinyuan Wang, Huang, Xijie +13 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Multimedia (cs.MM) #Topic Modeling
  10. Scaf-GRPO: Scaffolded Group Relative Policy Optimization for Enhancing LLM Reasoning
    2025/10/22 by X. Peter Zhang, Zhang, Xichen, Sitong Wu +11 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  11. ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks
    2024/07/26 by Yinghao Zhu, Junyi Gao, Zhu, Yinghao +19 · 2 citations
    Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Topic Modeling #Machine Learning in Healthcare
  12. A Comprehensive Benchmark for COVID-19 Predictive Modeling Using Electronic Health Records in Intensive Care
    2022/09/16 by Junyi Gao, Yinghao Zhu, Gao, Junyi +9 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  13. Learnable Prompt as Pseudo-Imputation: Rethinking the Necessity of Traditional EHR Data Imputation in Downstream Clinical Prediction
    2024/01/30 by Weibin Liao, Liao, Weibin, Yinghao Zhu +11 · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
  14. EfficientEdit: Accelerating Code Editing via Edit-Oriented Speculative Decoding
    2025/06/03 by Wang, Peiding, Zhang, Li, Liu, Fang +7 · 3 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  15. Towards Large-scale Generative Ranking
    2025/05/07 by Yanhua Huang, Yuqi Chen, Huang, Yanhua +37 · 4 citations
    Computer Science · #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  16. How far are AI-powered programming assistants from meeting developers' needs?
    2024/04/18 by Xin Tan, Xiao Long, Tan, Xin +9 · 1 citation
    Computer Science · Medicine · #AI in Service Interactions #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Software Engineering (cs.SE)
  17. HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research
    2025/08/04 by Yinghao Zhu, Zhu, Yinghao, Yue Qi +18 · 4 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics
  18. An Empirical Study on Failures in Automated Issue Solving
    2025/09/17 by Simiao Liu, Fang Liu, Liu, Simiao +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques