Interactive Medical Image Segmentation with Self-Adaptive Confidence Calibration. - Wenhao Li 001; Qisen Xu; Chuyun Shen; Bin Hu; Fengping Zhu; Yuxin Li; Bo Jin 003; Xiangfeng Wang (CoRR, 2021)

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. - Chuyun Shen; Wenhao Li 001; Ya Zhang 002; Yanfeng Wang 001; Xiangfeng Wang (BIBM, 2023)

Temporally-Extended Prompts Optimization for SAM in Interactive Medical Image Segmentation. - Chuyun Shen; Wenhao Li 001; Ya Zhang 002; Xiangfeng Wang (CoRR, 2023)

Can language agents be alternatives to PPO? A Preliminary Empirical Study On OpenAI Gym. - Junjie Sheng; Zixiao Huang; Chuyun Shen; Wenhao Li 001; Yun Hua; Bo Jin 003; Hongyuan Zha; Xiangfeng Wang (CoRR, 2023)

Interactive medical image segmentation with self-adaptive confidence calibration. - Chuyun Shen; Wenhao Li 001; Qisen Xu; Bin Hu; Bo Jin 003; Haibin Cai; Fengping Zhu; Yuxin Li; Xiangfeng Wang (Frontiers Inf. Technol. Electron. Eng., 2023)

FPPL: An Efficient and Non-IID Robust Federated Continual Learning Framework. - Yuchen He; Chuyun Shen; Xiangfeng Wang; Bo Jin 003 (IEEE Big Data, 2024)

Optimizing Efficiency and Effectiveness in Sequential Prompt Strategy for SAM Using Reinforcement Learning. - Yifei Huang; Chuyun Shen; Wenhao Li 001; Xiangfeng Wang; Bo Jin 003; Haibin Cai (MICCAI (8), 2024)

Interactive 3D Medical Image Segmentation with SAM 2. - Chuyun Shen; Wenhao Li 001; Yuhang Shi; Xiangfeng Wang (CoRR, 2024)

Automated Lesion Segmentation in Whole-Body PET/CT in a multitracer setting. - Qiaoyi Xue; Youdan Feng; Jiayi Liu; Tianming Xu; Kaixin Shen; Chuyun Shen; Yuhang Shi (CoRR, 2024)

Enhancing Lesion Segmentation in PET/CT Imaging with Deep Learning and Advanced Data Preprocessing Techniques. - Jiayi Liu; Qiaoyi Xue; Youdan Feng; Tianming Xu; Kaixin Shen; Chuyun Shen; Yuhang Shi (CoRR, 2024)

Complementary information mutual learning for multimodality medical image segmentation. - Chuyun Shen; Wenhao Li 001; Haoqing Chen; Xiaoling Wang 004; Fengping Zhu; Yuxin Li; Xiangfeng Wang; Bo Jin 003 (Neural Networks, 2024)

Agentic Episodic Control. - Xidong Yang; Wenhao Li 001; Junjie Sheng; Chuyun Shen; Yun Hua; Xiangfeng Wang (CoRR, 2025)

TextAtari: 100K Frames Game Playing with Language Agents. - Wenhao Li 001; Wenwu Li; Chuyun Shen; Junjie Sheng; Zixiao Huang; Di Wu; Yun Hua; Wei Yin; Xiangfeng Wang; Hongyuan Zha; Bo Jin 003 (CoRR, 2025)

Deep learning-based tumor segmentation and radiogenomic model for predicting EGFR amplification and assessing intratumoural heterogeneity in glioblastoma. - Jianpeng Liu; Chuyun Shen; Shufan Jiang; Yanfei Wu; Jiaqi Tu; Yifang Bao; Haiqing Li; Na Wang; Ying Liu; Ji Xiong; Xueling Liu; Yuxin Li (J. Big Data, 2025)