Yannian Gu

According to our database, Yannian Gu authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

Top-$k$k Feature Selection in Sparse Learning via Accelerated Coordinate Descent Method.

Han Zhang, Yannian Gu, Feiping Nie, Xuelong Li

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

CURE: A Multimodal Benchmark for Clinical Understanding and Retrieval Evaluation.

Yannian Gu, Zhongzhen Huang, Linjie Mu, Xizhuo Zhang, Shaoting Zhang, Xiaofan Zhang

CoRR, March, 2026

CT-Flow: Orchestrating CT Interpretation Workflow with Model Context Protocol Servers.

Yannian Gu, Xizhuo Zhang, Linjie Mu, Yongrui Yu, Zhongzhen Huang, Shaoting Zhang, Xiaofan Zhang

CoRR, March, 2026

EHRWorld: A Patient-Centric Medical World Model for Long-Horizon Clinical Trajectories.

Linjie Mu, Zhongzhen Huang, Yannian Gu, Shengqian Qin, Shaoting Zhang, Xiaofan Zhang

CoRR, February, 2026

2025

MedCEG: Reinforcing Verifiable Medical Reasoning with Critical Evidence Graph.

Linjie Mu, Yannian Gu, Zhongzhen Huang, Yakun Zhu, Shaoting Zhang, Xiaofan Zhang

CoRR, December, 2025

CP-Env: Evaluating Large Language Models on Clinical Pathways in a Controllable Hospital Environment.

Yakun Zhu, Zhongzhen Huang, Qianhan Feng, Linjie Mu, Yannian Gu, Shaoting Zhang, Qi Dou, Xiaofan Zhang

CoRR, December, 2025

A Data-Efficient Pan-Tumor Foundation Model for Oncology CT Interpretation.

Wenhui Lei, Hanyu Chen, Zitian Zhang, Luyang Luo, Qiong Xiao, Yannian Gu, Peng Gao, Yankai Jiang, Ci Wang, Guangtao Wu, Tongjia Xu, Yingjie Zhang, Xiaofan Zhang, Pranav Rajpurkar, Shaoting Zhang, Zhenning Wang

CoRR, February, 2025

Interactive Segmentation and Report Generation for CT Images.

Yannian Gu, Wenhui Lei, Hanyu Chen, Shaoting Zhang, Xiaofan Zhang

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

2024

Side-constrained graph fusion for semi-supervised multi-view clustering.

Han Zhang, Maoguo Gong, Yannian Gu, Feiping Nie, Xuelong Li

Neurocomputing, February, 2024

MedDiff-FM: A Diffusion-based Foundation Model for Versatile Medical Image Applications.

Yongrui Yu, Yannian Gu, Shaoting Zhang, Xiaofan Zhang

CoRR, 2024