Domain Knowledge Driven Multi-modal Segmentation of Anatomical Brain Barriers to Cancer Spread. - Xiaoyang Zou; Qi Dou 001 (MICCAI (Challenges), 2020)

The Force Classification Based on EMG Signals for Intelligent Wearable Systems. - Jiaqi Xue; Xiaoyang Zou; Colin Pak Yu Chan; King Wai Chiu Lai (NEMS, 2023)

Detection of Lower-Limb Motion Using a Kneepad Sensor Based on Textile Strain Sensor. - Xiaoyang Zou; Xiaoting Li 005; Jiaqi Xue; King Wai Chiu Lai (NEMS, 2023)

ARST: auto-regressive surgical transformer for phase recognition from laparoscopic videos. - Xiaoyang Zou; Wenyong Liu; Junchen Wang; Rong Tao; Guoyan Zheng (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection. - Chinedu Innocent Nwoye; Tong Yu 009; Saurav Sharma; Aditya Murali; Deepak Alapatt; Armine Vardazaryan; Kun Yuan 004; Jonas Hajek; Wolfgang Reiter; Amine Yamlahi; Finn-Henri Smidt; Xiaoyang Zou; et al. (Medical Image Anal., 2023)

LAST: LAtent Space-Constrained Transformers for Automatic Surgical Phase Recognition and Tool Presence Detection. - Rong Tao; Xiaoyang Zou; Guoyan Zheng (IEEE Trans. Medical Imaging, 2023)

Nonlinear regression of remaining surgery duration from videos via Bayesian LSTM-based deep negative correlation learning. - Junyang Wu; Xiaoyang Zou; Rong Tao; Guoyan Zheng (Comput. Medical Imaging Graph., 2023)

GNMFO_TW: Graph Regularized Non-negative Matrix Factorization for Overlapping Community Discovery by Using Three-Way. - Xiaoyang Zou; Jinxin Cao; Hengrong Ju; Weiping Ding 001; Di Jin 001 (ICIC (12), 2024)

Label-Guided Teacher for Surgical Phase Recognition via Knowledge Distillation. - Jiale Guan; Xiaoyang Zou; Rong Tao; Guoyan Zheng (MICCAI (6), 2024)

ELSNC: A semi-supervised community detection method with integration of embedding-enhanced links and node content in attributed networks. - Jinxin Cao; Xiaoyang Zou; Weizhong Xu; Weiping Ding 001; Hengrong Ju; Lu Liu 001; Fuxiang Chen; Di Jin 001 (Appl. Soft Comput., 2024)

PitVis-2023 Challenge: Workflow Recognition in videos of Endoscopic Pituitary Surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (CoRR, 2024)

Incremental regression of localization context for automatic segmentation of ossified ligamentum flavum from CT data. - Rong Tao; Xiaoyang Zou; Xiaoru Gao; Xinhua Li; Zhiyu Wang; Xin Zhao; Guoyan Zheng; Donghua Hang (Int. J. Comput. Assist. Radiol. Surg., 2024)

Capturing action triplet correlations for accurate surgical activity recognition. - Xiaoyang Zou; Derong Yu; Guoyan Zheng (Comput. Medical Imaging Graph., 2025)

Semi-GDE: generative distribution estimation for semi-supervised medical landmark localization. - Kangqing Ye; Xiaoyang Zou; Wenyuan Sun; Guoyan Zheng (Neurocomputing, 2025)

A graph regularized overlapping community discovery framework with three-way decisions. - Xiaoyang Zou; Jinxin Cao; Hengrong Ju; Weiping Ding 001; Lu Liu 001; Fuxiang Chen; Di Jin 001 (Inf. Sci., 2025)

PitVis-2023 challenge: Workflow recognition in videos of endoscopic pituitary surgery. - Adrito Das; Danyal Z. Khan; Dimitrios Psychogyios; Yitong Zhang; John G. Hanrahan; Francisco Vasconcelos 001; You Pang; Zhen Chen 018; Jinlin Wu; Xiaoyang Zou; Guoyan Zheng; Abdul Qayyum; et al. (Medical Image Anal., 2025)

A fully automatic fiducial detection and correspondence establishing method for online C-arm calibration. - Wenyuan Sun; Xiaoyang Zou; Guoyan Zheng (Int. J. Comput. Assist. Radiol. Surg., 2025)