Positional Self-attention Based Hierarchical Image Captioning. - Qianxia Ma; Jingyan Song; Tao Zhang 006 (ROBIO, 2019)

A new perspective on Gaussian sigma-point Kalman filters. - Yongfang Nie; Tao Zhang 006; Qianxia Ma (Int. J. Syst. Sci., 2019)

Multimodal Data Processing Framework for Smart City: A Positional-Attention Based Deep Learning Approach. - Qianxia Ma; Yongfang Nie; Jingyan Song; Tao Zhang 006 (IEEE Access, 2020)

Boosting Few-Shot Learning with Task-Adaptive Multi-level Mixed Supervision. - Duo Wang; Qianxia Ma; Ming Zhang 015; Tao Zhang 006 (CICAI (2), 2021)

Remaining Useful Life Estimation for Turbofan Engine with Transformer-based Deep Architecture. - Qianxia Ma; Ming Zhang 015; Yuchun Xu; Jingyan Song; Tao Zhang 006 (ICAC, 2021)

Improved local-feature-based few-shot learning with Sinkhorn metrics. - Duo Wang; Qianxia Ma; Qingyuan Zheng; Yu Cheng 001; Tao Zhang 006 (Int. J. Mach. Learn. Cybern., 2022)

Att-Sinkhorn: Multimodal Alignment with Sinkhorn-based Deep Attention Architecture. - Qianxia Ma; Ming Zhang 015; Yan Tang; Zhen Huang (ICAC, 2023)

A novel failure mode and effect analysis method with spherical fuzzy entropy and spherical fuzzy weight correlation coefficient. - Qianxia Ma; Xiaomin Zhu; Kaiyuan Bai; Runtong Zhang; Dongwei Liu (Eng. Appl. Artif. Intell., 2023)

An equidistance index intuitionistic fuzzy c-means clustering algorithm based on local density and membership degree boundary. - Qianxia Ma; Xiaomin Zhu; Xiang-Kun Zhao; Butian Zhao; Guanhua Fu; Runtong Zhang (Appl. Intell., 2024)

A novel uncertain information modeling method based on cosine similarity and cross entropy under spherical uncertain linguistic fuzzy set. - Qianxia Ma; Xiaomin Zhu; Kaiyuan Bai; Qian Pu; Runtong Zhang (J. Intell. Fuzzy Syst., 2024)

Imbalanced fault diagnosis of a conditional variational auto-encoder with transfer and adversarial structures. - Xiang-Kun Zhao; Xiaomin Zhu; Runtong Zhang; Qianxia Ma (Adv. Eng. Informatics, 2025)