Rethinking Radiology Report Generation via Causal Reasoning and Counterfactual Augmentation. - Xiao Song 003; Jiafan Liu; Yun Li; Wenbin Lei; Ruxin Wang 001 (CoRR, 2023)

Rethinking Radiology Report Generation via Causal Inspired Counterfactual Augmentation. - Xiao Song 003; Jiafan Liu; Yan Liu; Yun Li; Wenbin Lei; Ruxin Wang 001 (BCB, 2024)

CDMap: Complementarity and Disparity-aware Map Inference Quality Enhancement. - Wenyu Wu; Jiali Mao; Jiafan Liu; Yixiao Tong; Lisheng Zhao; Shaosheng Cao; Jilin Hu; Aoying Zhou; Lin Zhou (ICDE, 2025)

Feature transformation and statistical calibration for cross-domain few-shot classification. - Jiafan Liu; Jin Deng; Jinrong Cui; Wei Luo 006 (Eng. Appl. Artif. Intell., 2025)