Scholar
Yinghao Zhu
Google Scholar ID: LYrsSoEAAAAJ
The University of Hong Kong
Citations & Impact
Citations
664
H-index
12
i10-index
14
Publications
20
Co-authors
7
list available
Publications
Resume (English only)
Academic Achievements
- Publications:
- - HealthFlow: A Self-Evolving AI Agent with Meta Planning for Autonomous Healthcare Research (Preprint, 2025)
- - MedAgentBoard: Benchmarking Multi-Agent Collaboration with Conventional Methods for Diverse Medical Tasks (NeurIPS 2025 Datasets and Benchmarks Track)
- - MedAgentAudit: Diagnosing and Quantifying Collaborative Failure Modes in Medical Multi-Agent Systems (Preprint, 2025)
- - ClinicRealm: Re-evaluating Large Language Models with Conventional Machine Learning for Non-Generative Clinical Prediction Tasks (Preprint, 2024)
- - AICare: An AI-Clinician Interaction System for Transparent and Actionable Clinical Decision Support (SAIL 2025 Best Abstract Nominee)
- - ColaCare: Enhancing Electronic Health Record Modeling through Large Language Model-Driven Multi-Agent Collaboration (WWW 2025)
Research Experience
- Position: PhD Student
- Work Experience: Conducting research at The University of Hong Kong, closely collaborating with Prof. Liantao Ma at Peking University
Education
- Degree: PhD Student
- University: The University of Hong Kong
- Advisors: Prof. Lequan Yu (Primary Advisor), Prof. Liantao Ma (Collaborative Advisor)
- Time: Specific enrollment year not provided
- Field: Computing and Data Science
Background
- Research Interests: AI for Healthcare
- Fields: Medical Large Language Models, Healthcare Modeling, Healthcare Benchmarks, Toolkits & Platforms, Trustworthy AI
Miscellany
- Personal Interests: Not explicitly mentioned
