Zhu, Jiayuan
- Medical SAM 2: Segment medical images as video via Segment Anything Model 2
2024/08/01 by Jiayuan Zhu, Zhu, Jiayuan, Abdullah Hamdi +7 · 40 citations
Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Video Analysis and Summarization
- Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools
2025/02/07 by Junde Wu, Jia Zhu, Wu, Junde +5 · 49 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property
- MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning
2025/02/26 by Jiazhen Pan, Pan, Jiazhen, Liu, Che +14 · 49 citations
Computer Science · #Multimodal Machine Learning Applications
- Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation
2024/08/08 by Junde Wu, Wu, Junde, Jiayuan Zhu +7 · 27 citations
Computer Science · Health Professions · Biochemistry, Genetics and Molecular Biology · #Topic Modeling #Artificial Intelligence in Healthcare #Biomedical Text Mining and Ontologies
- One-Prompt to Segment All Medical Images
2023/05/17 by Wu, Junde, Zhu, Jiayuan, Jin, Yueming +1 · 5 citations
#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
- Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning
2025/02/11 by Jia Zhu, Zhu, Jiayuan, Pan, Jiazhen +3 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Git Context Controller: Manage the Context of LLM-based Agents like Git
2025/07/30 by Junde Wu, Wu, Junde, Minhao Hu +11 · 3 citations
Computer Science · #Software System Performance and Reliability #Advanced Software Engineering Methodologies #Software Engineering Research
- Addressing Benchmarking Gaps in Large Language Models for Health and Medicine with Dynamic Red-Teaming
2025/07/30 by Jiazhen Pan, Bailiang Jian, Pan, Jiazhen +42 · 1 voice · 7 citations
Computer Science · Medicine · Social Sciences · #Adversarial Robustness in Machine Learning #Artificial Intelligence in Healthcare and Education #Ethics and Social Impacts of AI
- MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging
2024/06/02 by Zhou, Jiaying, Jiang, Mingzhou, Wu, Junde +3 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedUHIP: Towards Human-In-the-Loop Medical Segmentation
2024/08/03 by Jiayuan Zhu, Zhu, Jiayuan, Junde Wu +1 · 1 citation
Computer Science · Health Professions · #Medical Image Segmentation Techniques #Machine Learning in Healthcare #Artificial Intelligence in Healthcare
- SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation
2024/11/23 by Zhu, Jiayuan, Wu, Junde, Ouyang, Cheng +2 · 1 citation
#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