Jiayuan Zhu

According to our database, Jiayuan Zhu authored at least 27 papers between 2004 and 2026.

Collaborative distances:

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

2026

From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding.

Yuyuan Liu, Yiping Ji, Anjie Le, Jiayuan Zhu, Jiazhen Pan, Can Peng, Jiajun Deng, Fengbei Liu, Junde Wu

CoRR, May, 2026

BioMedArena: An Open-source Toolkit for Building and Evaluating Biomedical Deep Research Agents.

Jinge Wu, Hongjian Zhou, Ming Zeng, Jiayuan Zhu, Junde Wu, Jiazhen Pan, Sean Wu, Honghan Wu, Fenglin Liu, David A. Clifton

CoRR, May, 2026

MedOpenClaw: Auditable Medical Imaging Agents Reasoning over Uncurated Full Studies.

Weixiang Shen, Yanzhu Hu, Che Liu, Junde Wu, Jiayuan Zhu, Chengzhi Shen, Min Xu, Yueming Jin, Benedikt Wiestler, Daniel Rueckert, Jiazhen Pan

CoRR, March, 2026

Evo: Autoregressive-Diffusion Large Language Models with Evolving Balance.

Junde Wu, Minhao Hu, Jiayuan Zhu, Yuyuan Liu, Tianyi Zhang, Kang Li, Jingkun Chen, Jiazhen Pan, Min Xu, Yueming Jin

CoRR, March, 2026

2025

Pro-NeXt: An All-in-One Unified Model for General Fine-Grained Visual Recognition.

Junde Wu, Jiayuan Zhu, Min Xu, Yueming Jin

IEEE Trans. Pattern Anal. Mach. Intell., October, 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

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

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

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

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

Jiayuan Zhu, Junde Wu, Cheng Ouyang, Konstantinos Kamnitsas, J. Alison Noble

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

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

Jiayuan Zhu, Jiazhen Pan, Yuyuan Liu, Fenglin Liu, Junde Wu

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 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

AAAI Bridge Program 2025: AI for Medicine and Healthcare.

Jiayuan Zhu, Min Xu, Yueming Jin, Alex Novak, Sarim Ather, Bartlomiej W. Papiez, Xiang Li, Junde Wu

Proceedings of the AAAI Bridge Program on AI for Medicine and Healthcare, 2025

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