Jiayuan Zhu

According to our database, Jiayuan Zhu authored at least 20 papers between 2004 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Beyond Benchmarks: Dynamic, Automatic And Systematic Red-Teaming Agents For Trustworthy Medical Language Models.

Jiazhen Pan, Bailiang Jian, Paul Hager, Yundi Zhang, Che Liu, Friederike Jungmann, Hongwei Bran Li, Chenyu You, Junde Wu, Jiayuan Zhu, Fenglin Liu, Yuyuan Liu, Niklas Bubeck, Christian Wachinger, Chen Chen, Zhenyu Gong, Cheng Ouyang, Georgios Kaissis, Benedikt Wiestler, Daniel Rueckert

CoRR, August, 2025

Particle Builder - Learn about the Standard Model while playing against an AI.

Mohammad Attar, Andrew Carse, Yeming Chen, Thomas Green, Jeong-Yeon Ha, Yanbai Jin, Amy McWilliams, Theirry Panggabean, Zhengyu Peng, Lujin Sun, Jing Ru, Jiacheng She, Jialin Wang, Zilun Wei, Jiayuan Zhu, Lachlan McGinness

CoRR, June, 2025

MedVLM-R1: Incentivizing Medical Reasoning Capability of Vision-Language Models (VLMs) via Reinforcement Learning.

Jiazhen Pan, Che Liu, Junde Wu, Fenglin Liu, Jiayuan Zhu, Hongwei Bran Li, Chen Chen, Cheng Ouyang, Daniel Rueckert

CoRR, February, 2025

Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning.

Jiayuan Zhu, Junde Wu

CoRR, February, 2025

Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research.

Junde Wu, Jiayuan Zhu, Yuyuan Liu

CoRR, February, 2025

Cardiovascular disease detection based on deep learning and multi-modal data fusion.

Jiayuan Zhu, Hui Liu, Xiaowei Liu, Chao Chen, Minglei Shu

Biomed. Signal Process. Control., 2025

Medical Graph RAG: Evidence-based Medical Large Language Model via Graph Retrieval-Augmented Generation.

Junde Wu, Jiayuan Zhu, Yunli Qi, Jingkun Chen, Min Xu, Filippo Menolascina, Yueming Jin, Vicente Grau

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools.

Junde Wu, Jiayuan Zhu, Yuyuan Liu, Min Xu, Yueming Jin

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation.

Jiayuan Zhu, Junde Wu, Cheng Ouyang, Konstantinos Kamnitsas, Julia Alison Noble

CoRR, 2024

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation.

Junde Wu, Jiayuan Zhu, Yunli Qi

CoRR, 2024

MedUHIP: Towards Human-In-the-Loop Medical Segmentation.

Jiayuan Zhu, Junde Wu

CoRR, 2024

Medical SAM 2: Segment medical images as video via Segment Anything Model 2.

Jiayuan Zhu, Yunli Qi, Junde Wu

CoRR, 2024

MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging.

Jiaying Zhou, Mingzhou Jiang, Junde Wu, Jiayuan Zhu, Ziyue Wang, Yueming Jin

CoRR, 2024

Not just Birds and Cars: Generic, Scalable and Explainable Models for Professional Visual Recognition.

Junde Wu, Jiayuan Zhu, Min Xu, Yueming Jin

CoRR, 2024

Passive Respiration Detection via mmWave Communication Signal under Interference.

Kehan Wu, Renqi Chen, Haiyu Wang, Chenqing Ji, Jiayuan Zhu, Guang Wu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

2023

Cardiovascular Disease Detection Based on Multi-Modal Data Fusion and Multi-Branch Residual Network.

Jiayuan Zhu, Hui Liu, Xiaowei Liu

Proceedings of the International Conference on Frontiers of Artificial Intelligence and Machine Learning, 2023

2022

Subcutaneous Low-Density Foreign Bodies Detection via Grating-Based Multimodal X-ray Imaging.

Meifang Yin, Mingzhou Yuan, Kai Deng, Jing Li, Guangya Zhang, Jiayuan Zhu, Weiping Xie, Jun Wu

J. Digit. Imaging, 2022

Multi-task Learning-Driven Volume and Slice Level Contrastive Learning for 3D Medical Image Classification.

Jiayuan Zhu, Shujun Wang, Jinzheng He, Carola-Bibiane Schönlieb, Lequan Yu

Proceedings of the Computational Mathematics Modeling in Cancer Analysis, 2022

UGformer for Robust Left Atrium and Scar Segmentation Across Scanners.

Tianyi Liu, Size Hou, Jiayuan Zhu, Zilong Zhao, Haochuan Jiang

Proceedings of the Left Atrial and Scar Quantification and Segmentation - First Challenge, 2022

2004

Frequency-Based Environment Matting.

Jiayuan Zhu, Yee-Hong Yang

Proceedings of the 12th Pacific Conference on Computer Graphics and Applications, 2004