Selected Publications

            
Semi-supervised Learning with Progressive Unlabeled Data Excavation for Label-efficient Surgical Workflow Recognition.
Xueying, Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng.
in Medical Image Analysis, (MedIA), 2021.

[paper][code]

Domain Adaptive Robotic Gesture Recognition with Unsupervised Kinematic-Visual Data Alignment.
Xueying, Shi, Yueming Jin, Qi Dou, Jing Qin, Pheng-Ann Heng.
in IEEE/RSJ International Conference on Intelligent Robots and Systems, (IROS), 2021.

[paper][code]

LRTD: Long-Range Temporal Dependency based Active Learning for Surgical Workflow Recognition.
Xueying, Shi, Yueming Jin, Qi Dou, Pheng-Ann Heng.
in International Conference on Information Processing in Computer-Assisted Interventions (IPCAI), 2020.

(Oral)

[paper][code]

An active learning approach for reducing annotation cost in skin lesion analysis.
Xueying, Shi, Qi Dou, Cheng Xue, Jing Qin, Hao Chen, and Pheng-Ann Heng.
in International Workshop on Machine Learning in Medical Imaging (MLMI@MICCAI), 2019.

[paper][code]