| 2025 | AAAI | 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 |
| 2025 | ACL | Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools. | Junde Wu, Jiayuan Zhu, Yuyuan Liu, Min Xu, Yueming Jin |
| 2025 | ACL | 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 |
| 2025 | EMNLP | Ask Patients with Patience: Enabling LLMs for Human-Centric Medical Dialogue with Grounded Reasoning. | Jiayuan Zhu, Jiazhen Pan, Yuyuan Liu, Fenglin Liu, Junde Wu |
| 2025 | ICCV | Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation. | Guanyi Qin, Ziyue Wang, Daiyun Shen, Haofeng Liu, Hantao Zhou, Junde Wu, Runze Hu, Yueming Jin |
| 2025 | ICCV | SPA: Efficient User-Preference Alignment against Uncertainty in Medical Image Segmentation. | Jiayuan Zhu, Junde Wu, Cheng Ouyang, Konstantinos Kamnitsas, J. Alison Noble |
| 2025 | MICCAI | ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-Term Tracking. | Haofeng Liu, Mingqi Gao, Xuxiao Luo, Ziyue Wang, Guanyi Qin, Junde Wu, Yueming Jin |
| 2025 | MICCAI | 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 |
| 2025 | MICCAI | EchoAdapter: Adapting Pretrained Image Diffusion Models for Cardiac Ultrasound Video Generation. | Junde Wu, Renee Miller, Jurica Sprem, Vicente Grau |
| 2024 | AAAI | MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer. | Junde Wu, Wei Ji, Huazhu Fu, Min Xu, Yueming Jin, Yanwu Xu |
| 2024 | CVPR | One-Prompt to Segment All Medical Images. | Junde Wu, Min Xu |
| 2022 | ECCV | An Efficient Person Clustering Algorithm for Open Checkout-free Groceries. | Junde Wu, Yu Zhang, Rao Fu, Yuanpei Liu, Jing Gao |
| 2022 | MICCAI | Dataset and Evaluation Algorithm Design for GOALS Challenge. | Huihui Fang, Fei Li, Huazhu Fu, Junde Wu, Xiulan Zhang, Yanwu Xu |
| 2022 | MICCAI | SeATrans: Learning Segmentation-Assisted Diagnosis Model via Transformer. | Junde Wu, Huihui Fang, Fangxin Shang, Dalu Yang, Zhaowei Wang, Jing Gao, Yehui Yang, Yanwu Xu |
| 2022 | MICCAI | Learning Self-calibrated Optic Disc and Cup Segmentation from Multi-rater Annotations. | Junde Wu, Huihui Fang, Zhaowei Wang, Dalu Yang, Yehui Yang, Fangxin Shang, Wenshuo Zhou, Yanwu Xu |
| 2022 | MICCAI | Opinions Vary? Diagnosis First! | Junde Wu, Huihui Fang, Dalu Yang, Zhaowei Wang, Wenshuo Zhou, Fangxin Shang, Yehui Yang, Yanwu Xu |
| 2021 | CVPR | Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling. | Wei Ji, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Qi Bi, Jingjing Li, Hanruo Liu, Li Cheng, Yefeng Zheng |
| 2020 | MICCAI | TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification. | Wenting Chen, Shuang Yu, Junde Wu, Kai Ma, Cheng Bian, Chunyan Chu, Linlin Shen, Yefeng Zheng |
| 2020 | MICCAI | Leveraging Undiagnosed Data for Glaucoma Classification with Teacher-Student Learning. | Junde Wu, Shuang Yu, Wenting Chen, Kai Ma, Rao Fu, Hanruo Liu, Xiaoguang Di, Yefeng Zheng |