Constraining Multi-scale Pairwise Features between Encoder and Decoder Using Contrastive Learning for Unpaired Image-to-Image Translation. - Xiuding Cai; Yaoyao Zhu; Dong Miao; Linjie Fu; Yu Yao (CoRR, 2022)

Towards Safe Propofol Dosing during General Anesthesia Using Deep Offline Reinforcement Learning. - Xiuding Cai; Jiao Chen 004; Yaoyao Zhu; Beiming Wang; Yu Yao (CoRR, 2023)

SP-DiffDose: A Conditional Diffusion Model for Radiation Dose Prediction Based on Multi-Scale Fusion of Anatomical Structures, Guided by SwinTransformer and Projector. - Linjie Fu; Xia Li; Xiuding Cai; Yingkai Wang; Xueyao Wang; Yu Yao; Yali Shen (CoRR, 2023)

Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation. - Xiuding Cai; Yaoyao Zhu; Dong Miao; Linjie Fu; Yu Yao (AAAI, 2024)

MD-Dose: A diffusion model based on the Mamba for radiation dose prediction. - Linjie Fu; Xia Li; Xiuding Cai; Xueyao Wang; Yali Shen; Yu Yao (BIBM, 2024)

Energy-guided diffusion model for CBCT-to-CT synthesis. - Linjie Fu; Xia Li; Xiuding Cai; Dong Miao; Yu Yao; Yali Shen (Comput. Medical Imaging Graph., 2024)

Bayesian Random Semantic Data Augmentation for Medical Image Classification. - Yaoyao Zhu; Xiuding Cai; Xueyao Wang; Yu Yao (CoRR, 2024)

MD-Dose: A Diffusion Model based on the Mamba for Radiotherapy Dose Prediction. - Linjie Fu; Xia Li; Xiuding Cai; Yingkai Wang; Xueyao Wang; Yali Shen; Yu Yao (CoRR, 2024)

MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting. - Xiuding Cai; Yaoyao Zhu; Xueyao Wang; Yu Yao (CoRR, 2024)

Enlarging Feature Support Overlap for Domain Generalization. - Yaoyao Zhu; Xiuding Cai; Dong Miao; Yu Yao; Zhongliang Fu (CoRR, 2024)

Towards Real-World Applications of Personalized Anesthesia Using Policy Constraint Q Learning for Propofol Infusion Control. - Xiuding Cai; Jiao Chen 004; Yaoyao Zhu; Beiming Wang; Yu Yao (IEEE J. Biomed. Health Informatics, 2024)

Semantic Data Augmentation Enhanced Invariant Risk Minimization for Medical Image Domain Generalization. - Yaoyao Zhu; Xiuding Cai; Yingkai Wang; Yu Yao; Xu Luo; Zhongliang Fu (IJCNN, 2025)

CMT-FFNet: A CMT-based feature-fusion network for predicting TACE treatment response in hepatocellular carcinoma. - Sen Wang; Ying Zhao; Xiuding Cai; Nan Wang; Qinhe Zhang; Siyi Qi; Ziyao Yu; Ailian Liu; Yu Yao (Comput. Medical Imaging Graph., 2025)

DG-MSGAT: A Biologically-informed Differential Gene Multi-Scale Graph Attention Network for predicting neoadjuvant therapy response in rectal cancer. - Xu Luo; Pei Shu; Ning Liu; Dong Miao; Xiuding Cai; Yu Yao; Xin Wang (Comput. Methods Programs Biomed., 2025)

Learning Semantic Directions for Feature Augmentation in Domain-Generalized Medical Segmentation. - Yingkai Wang; Yaoyao Zhu; Xiuding Cai; Yuhao Xiao; Haotian Wu; Yu Yao (CoRR, 2025)

Self identity mapping. - Xiuding Cai; Yaoyao Zhu; Linjie Fu; Dong Miao; Yu Yao (Neural Networks, 2026)