Frequency-Based Environment Matting. - Jiayuan Zhu; Yee-Hong Yang (PG, 2004)

UGformer for Robust Left Atrium and Scar Segmentation Across Scanners. - Tianyi Liu; Size Hou; Jiayuan Zhu; Zilong Zhao; Haochuan Jiang (LAScarQS@MICCAI, 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 (CMMCA@MICCAI, 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)

Cardiovascular Disease Detection Based on Multi-Modal Data Fusion and Multi-Branch Residual Network. - Jiayuan Zhu; Hui Liu; Xiaowei Liu 002 (FAIML, 2023)

Passive Respiration Detection via mmWave Communication Signal under Interference. - Kehan Wu; Renqi Chen; Haiyu Wang; Chenqing Ji; Jiayuan Zhu; Guang Wu (WCNC, 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)

MGI: Multimodal Contrastive pre-training of Genomic and Medical Imaging. - Jiaying Zhou; Mingzhou Jiang; Junde Wu; Jiayuan Zhu; Ziyue Wang; Yueming Jin (CoRR, 2024)

Medical SAM 2: Segment medical images as video via Segment Anything Model 2. - Jiayuan Zhu; Yunli Qi; Junde Wu (CoRR, 2024)

MedUHIP: Towards Human-In-the-Loop Medical Segmentation. - Jiayuan Zhu; Junde Wu (CoRR, 2024)

Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation. - Junde Wu; Jiayuan Zhu; Yunli Qi (CoRR, 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)

Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools. - Junde Wu; Jiayuan Zhu; Yuyuan Liu; Min Xu; Yueming Jin (ACL (1), 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 (ACL (1), 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)

Agentic Reasoning: Reasoning LLMs with Tools for the Deep Research. - Junde Wu; Jiayuan Zhu; Yuyuan Liu (CoRR, 2025)

Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning. - Jiayuan Zhu; Junde Wu (CoRR, 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 042; Cheng Ouyang; Daniel Rueckert (CoRR, 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; et al. (CoRR, 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; et al. (CoRR, 2025)