Junhu Fu

According to our database, Junhu Fu authored at least 11 papers between 2024 and 2026.

Collaborative distances:

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

2026

DepthPilot: From Controllability to Interpretability in Colonoscopy Video Generation.

Junhu Fu, Ke Chen, Weidong Guo, Shuyu Liang, Jie Xu, Chen Ma, Kehao Wang, Shengli Lin, Zeju Li, Yuanyuan Wang, Yi Guo, Shuo Li

CoRR, April, 2026

Unified Ultrasound Intelligence Toward an End-to-End Agentic System.

Chen Ma, Yunshu Li, Junhu Fu, Shuyu Liang, Yuanyuan Wang, Yi Guo

CoRR, April, 2026

ColoDiff: Integrating Dynamic Consistency With Content Awareness for Colonoscopy Video Generation.

Junhu Fu, Shuyu Liang, Wutong Li, Chen Ma, Peng Huang, Kehao Wang, Ke Chen, Shengli Lin, Pinghong Zhou, Zeju Li, Yuanyuan Wang, Yi Guo

CoRR, February, 2026

GPS-SAM: text-driven Grounded Polyp Segmentation SAM.

Jiawei Gao, Jie Xu, Junhu Fu, Qin Wang, Shengli Lin, Yi Guo, Yuanyuan Wang

Neurocomputing, 2026

Unified Ultrasound Intelligence Toward an End-to-End Agentic System.

Chen Ma, Yunshu Li, Junhu Fu, Shuyu Liang, Yuanyuan Wang, Yi Guo

Proceedings of the 23rd IEEE International Symposium on Biomedical Imaging, 2026

2025

IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis.

Junhu Fu, Ke Chen, Qi Dou, Yun Gao, Yiping He, Pinghong Zhou, Shengli Lin, Yuanyuan Wang, Yi Guo

IEEE Trans. Medical Imaging, February, 2025

VAP-Diffusion: Enriching Descriptions with MLLMs for Enhanced Medical Image Generation.

Peng Huang, Junhu Fu, Bowen Guo, Zeju Li, Yuanyuan Wang, Yi Guo

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

2024

Typicality- and instance-dependent label noise-combating: a novel framework for simulating and combating real-world noisy labels for endoscopic polyp classification.

Yun Gao, Junhu Fu, Yuanyuan Wang, Yi Guo

Vis. Comput. Ind. Biomed. Art, December, 2024

G-T correcting: an improved training of image segmentation under noisy labels.

Yun Gao, Junhu Fu, Yi Guo, Yuanyuan Wang

Medical Biol. Eng. Comput., December, 2024

Diff-CXR: Report-to-CXR generation through a disease-knowledge enhanced diffusion model.

Peng Huang, Bowen Guo, Shuyu Liang, Junhu Fu, Yuanyuan Wang, Yi Guo

CoRR, 2024

D2polyp-Net: A cross-modal space-guided network for real-time colorectal polyp detection and diagnosis.

Junhu Fu, Yun Gao, Pinghong Zhou, Yi Huang, Jing Jiao, Shengli Lin, Yuanyuan Wang, Yi Guo

Biomed. Signal Process. Control., 2024