About me

I am a third-year PhD student at the Department of Electronic and Computer Engineering, The Hong Kong University of Science and Technology (HKUST), supervised by Prof. Kwang-Ting (Tim) Cheng. I received my bachelor’s degree in 2019 and my master’s degree in 2022 from Huazhong University of Science and Technology, under the supervision of Prof. Xin Yang. Currently, my research interests include medical image analysis and computer vision.

Publications

Utility of a CAD Model for Estimation of Vascular Involvement and RO Resection in Pancreatic Ducta Adenocarcinoma.
Tainyu Zhao, Yu Wen, Yajie Chen, Zihang Huang, Xixi Jiang, Keke Si, Heshui Wu, Xin Yang, Xin Li.
International Journal of Surgery (IJS), 2025.

SR-SAM: Subspace Regularization for Domain Generalization of Segment Anything Model.
Xixi Jiang, Chen Yang, Liang Zhang, Kwang-Ting Cheng, Xin Yang.
International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2025.

TemSAM: Temporal-aware Segment Anything Model for Cerebrovascular Segmentation in Digital Subtraction Angiography Sequences.
Liang zhang, Xixi Jiang, Xiaohuan Ding, Zihang Huang, Tianyu Zhao, Xin Yang.
International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2025.

ISAC: Redefining the Vascular Segmentation Paradigm through Mask Completion for Cross-Domain Generalization.
Tianyu Zhao, Zihang Huang, Xixi Jiang, Liang Zhang, Xiaohuan Ding, Xin Yang.
International Conference on Medical Image Computing and Computer Assisted Interventions (MICCAI), 2025.

Cross-Set Data Augmentation for Semi-Supervised Medical Image Segmentation.
Qianhao Wu, Xixi Jiang, Dong Zhang, Yifei Feng, Jinhui Tang.
Image and Vision Computing, 2025.

Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation.
Xixi Jiang, Dong Zhang, Xiang Li, Kangyi Liu, Kwang-Ting Cheng, Xin Yang.
Medical Image Analysis, 2024.

Multi-phase and multi-level selective feature fusion for automated pancreas segmentation from CT images.
Xixi Jiang, Qingqing Luo, Zhiwei Wang, Tao Mei, Yu Wen, Xin Li, Kwang-Ting Cheng, Xin Yang.
IEEE Transactions on Medical Imaging, 2020.
paper

Multi-task siamese network for retinal artery/vein separation via deep convolution along vessel.
Zhiwei Wang, Xixi Jiang, Jingen Liu, Kwang-Ting Cheng, Xin Yang.
International Conference on Medical Image Computing and Computer Assisted Intervention,2020.
paper

Teaching Assistant

• ELEC1010 Electronic and Information Technology. Fall 2023, Spring 2024.