A wearable sensor system for neonatal seizure monitoring. - Hongyu Chen 002; Xiao Gu 003; Zhenning Mei; Ke Xu 006; Kai Yan; Chunmei Lu; Laishuan Wang; Feng Shu 001; Qixin Xu; Sidarto Bambang Oetomo; Wei Chen 015 (BSN, 2017)

Markerless gait analysis based on a single RGB camera. - Xiao Gu 003; Fani Deligianni; Benny Lo; Wei Chen 015; Guang-Zhong Yang (BSN, 2018)

A Modified Common Spatial Pattern Algorithm Customized for Feature Dimensionality Reduction in fNIRS-Based BCIs. - Xinyu Jiang; Xiao Gu 003; Zhenning Mei; Haoran Ren; Wei Chen 015 (EMBC, 2018)

Automatic Atrial Fibrillation Detection Based on Heart Rate Variability and Spectral Features. - Zhenning Mei; Xiao Gu 003; Hongyu Chen 002; Wei Chen 015 (IEEE Access, 2018)

Independent Decision Path Fusion for Bimodal Asynchronous Brain-Computer Interface to Discriminate Multiclass Mental States. - Xinyu Jiang; Xiao Gu 003; Ke Xu 006; Haoran Ren; Wei Chen 015 (IEEE Access, 2019)

3-D Canonical Pose Estimation and Abnormal Gait Recognition With a Single RGB-D Camera. - Yao Guo 002; Fani Deligianni; Xiao Gu 003; Guang-Zhong Yang (IEEE Robotics Autom. Lett., 2019)

EMG-based Abnormal Gait Detection and Recognition. - Yao Guo 002; Raffaele Gravina; Xiao Gu 003; Giancarlo Fortino; Guang-Zhong Yang (ICHMS, 2020)

Unsupervised Domain Adaptation for Position-Independent IMU Based Gait Analysis. - Fangzhi Mu; Xiao Gu 003; Yao Guo 002; Benny Lo (IEEE SENSORS, 2020)

Coupled Real-Synthetic Domain Adaptation for Real-World Deep Depth Enhancement. - Xiao Gu 003; Yao Guo 002; Fani Deligianni; Guang-Zhong Yang (IEEE Trans. Image Process., 2020)

Semi-Supervised Contrastive Learning for Generalizable Motor Imagery EEG Classification. - Jinpei Han; Xiao Gu 003; Benny Lo (BSN, 2021)

Indoor Future Person Localization from an Egocentric Wearable Camera. - Jianing Qiu; Frank Po Wen Lo; Xiao Gu 003; Yingnan Sun; Shuo Jiang; Benny Lo (IROS, 2021)

TransAction: ICL-SJTU Submission to EPIC-Kitchens Action Anticipation Challenge 2021. - Xiao Gu 003; Jianing Qiu; Yao Guo 002; Benny Lo; Guang-Zhong Yang (CoRR, 2021)

Occlusion-Invariant Rotation-Equivariant Semi-Supervised Depth Based Cross-View Gait Pose Estimation. - Xiao Gu 003; Jianxin Yang; Hanxiao Zhang; Jianing Qiu; Frank Po Wen Lo; Yao Guo 002; Guang-Zhong Yang; Benny Lo (CoRR, 2021)

MCDCD: Multi-Source Unsupervised Domain Adaptation for Abnormal Human Gait Detection. - Yao Guo 002; Xiao Gu 003; Guang-Zhong Yang (IEEE J. Biomed. Health Informatics, 2021)

Cross-Subject and Cross-Modal Transfer for Generalized Abnormal Gait Pattern Recognition. - Xiao Gu 003; Yao Guo 002; Fani Deligianni; Benny Lo; Guang-Zhong Yang (IEEE Trans. Neural Networks Learn. Syst., 2021)

Revisiting Self-Supervised Contrastive Learning for Facial Expression Recognition. - Yuxuan Shu; Xiao Gu 003; Guang-Zhong Yang; Benny P. L. Lo (BMVC, 2022)

Tackling Long-Tailed Category Distribution Under Domain Shifts. - Xiao Gu 003; Yao Guo 002; Zeju Li; Jianing Qiu; Qi Dou 001; Yuxuan Liu; Benny Lo; Guang-Zhong Yang (ECCV (23), 2022)

PoseSDF: Simultaneous 3D Human Shape Reconstruction and Gait Pose Estimation Using Signed Distance Functions. - Jianxin Yang; Yuxuan Liu; Xiao Gu 003; Guang-Zhong Yang; Yao Guo 002 (ICRA, 2022)

Ego+X: An Egocentric Vision System for Global 3D Human Pose Estimation and Social Interaction Characterization. - Yuxuan Liu; Jianxin Yang; Xiao Gu 003; Yao Guo 002; Guang-Zhong Yang (IROS, 2022)

Interpretable Lung Cancer Diagnosis with Nodule Attribute Guidance and Online Model Debugging. - Hanxiao Zhang; Liang Chen 023; Minghui Zhang; Xiao Gu 003; Yulei Qin; Weihao Yu 004; Feng Yao; Zhexin Wang; Yun Gu; Guang-Zhong Yang (iMIMIC@MICCAI, 2022)

Re-thinking and Re-labeling LIDC-IDRI for Robust Pulmonary Cancer Prediction. - Hanxiao Zhang; Xiao Gu 003; Minghui Zhang; Weihao Yu 004; Liang Chen 023; Zhexin Wang; Feng Yao; Yun Gu; Guang-Zhong Yang (MILLanD@MICCAI, 2022)

Faithful learning with sure data for lung nodule diagnosis. - Hanxiao Zhang; Liang Chen 023; Xiao Gu 003; Minghui Zhang; Yulei Qin; Feng Yao; Zhexin Wang; Yun Gu; Guang-Zhong Yang (CoRR, 2022)

Clustering Egocentric Images in Passive Dietary Monitoring with Self-Supervised Learning. - Jiachuan Peng; Peilun Shi; Jianing Qiu; Xinwei Ju; Frank P.-W. Lo; Xiao Gu 003; Wenyan Jia; Tom Baranowski; Matilda Steiner-Asiedu; Alex K. Anderson; Megan A. McCrory; Edward Sazonov; et al. (CoRR, 2022)

Egocentric Human Trajectory Forecasting With a Wearable Camera and Multi-Modal Fusion. - Jianing Qiu; Lipeng Chen; Xiao Gu 003; Frank P.-W. Lo; Ya-Yen Tsai; Jiankai Sun; Jiaqi Liu; Benny Lo (IEEE Robotics Autom. Lett., 2022)

Cross-Domain Self-Supervised Complete Geometric Representation Learning for Real-Scanned Point Cloud Based Pathological Gait Analysis. - Xiao Gu 003; Yao Guo 002; Guang-Zhong Yang; Benny Lo (IEEE J. Biomed. Health Informatics, 2022)

Multi-Scale Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. - Qianying Liu; Xiao Gu 003; Paul Henderson; Fani Deligianni (BMVC, 2023)

Generalizable Movement Intention Recognition with Multiple Heterogeneous EEG Datasets. - Xiao Gu 003; Jinpei Han; Guang-Zhong Yang; Benny Lo (ICRA, 2023)

EgoHMR: Egocentric Human Mesh Recovery via Hierarchical Latent Diffusion Model. - Yuxuan Liu; Jianxin Yang; Xiao Gu 003; Yao Guo 002; Guang-Zhong Yang (ICRA, 2023)

Trustworthy learning with (un)sure annotation for lung nodule diagnosis with CT. - Hanxiao Zhang; Liang Chen 023; Xiao Gu 003; Minghui Zhang; Yulei Qin; Feng Yao; Zhexin Wang; Yun Gu; Guang-Zhong Yang (Medical Image Anal., 2023)

EgoFish3D: Egocentric 3D Pose Estimation From a Fisheye Camera via Self-Supervised Learning. - Yuxuan Liu; Jianxin Yang; Xiao Gu 003; Yijun Chen; Yao Guo 002; Guang-Zhong Yang (IEEE Trans. Multim., 2023)

Are Time Series Foundation Models Ready for Vital Sign Forecasting in Healthcare? - Xiao Gu 003; Yu Liu; Zaineb Mohsin; Jonathan Bedford; Anshul Thakur; Peter J. Watkinson; Lei A. Clifton; Tingting Zhu 001; David A. Clifton (ML4H@NeurIPS, 2024)

Egocentric Image Captioning for Privacy-Preserved Passive Dietary Intake Monitoring. - Jianing Qiu; Frank P.-W. Lo; Xiao Gu 003; Modou L. Jobarteh; Wenyan Jia; Tom Baranowski; Matilda Steiner-Asiedu; Alex K. Anderson; Megan A. McCrory; Edward Sazonov; Mingui Sun; Gary S. Frost; et al. (IEEE Trans. Cybern., 2024)

Noise-Factorized Disentangled Representation Learning for Generalizable Motor Imagery EEG Classification. - Jinpei Han; Xiao Gu 003; Guang-Zhong Yang; Benny Lo (IEEE J. Biomed. Health Informatics, 2024)

A Survey of Wearable Lower Extremity Neurorehabilitation Exoskeleton: Sensing, Gait Dynamics, and Human-Robot Collaboration. - Jie Li 009; Xiao Gu 003; Sen Qiu; Xu Zhou 002; Angelo Cangelosi; Chu Kiong Loo; Xiaofeng Liu 006 (IEEE Trans. Syst. Man Cybern. Syst., 2024)

Information Transfer Across Clinical Tasks via Adaptive Parameter Optimisation. - Anshul Thakur; Elena Gal; Soheila Molaei; Xiao Gu 003; Patrick Schwab; Danielle Belgrave; Kim Branson 001; David A. Clifton (AISTATS, 2025)

Is Temporal Prompting All We Need For Limited Labeled Action Recognition? - Shreyank N. Gowda; Boyan Gao; Xiao Gu 003; Xiao-Bo Jin (CVPR Workshops, 2025)

Learning Semi-Supervised Medical Image Segmentation from Spatial Registration. - Qianying Liu; Paul Henderson; Xiao Gu 003; Hang Dai; Fani Deligianni (WACV, 2025)

RiskAgent: Autonomous Medical AI Copilot for Generalist Risk Prediction. - Fenglin Liu; Jinge Wu; Hongjian Zhou; Xiao Gu 003; Soheila Molaei; Anshul Thakur; Lei A. Clifton; Honghan Wu; David A. Clifton (CoRR, 2025)

PoseSDF++: Point Cloud-Based 3-D Human Pose Estimation via Implicit Neural Representation. - Jianxin Yang; Yuxuan Liu; Jinkai Li; Xiao Gu 003; Guang-Zhong Yang; Yao Guo 002 (IEEE Trans. Ind. Informatics, 2025)

Unsupervised Domain Adaptation With Synchronized Self-Training for Cross- Domain Motor Imagery Recognition. - Peiyin Chen; Xiaofeng Liu 006; Chao Ma 015; He Wang; Xiong Yang 001; Celso Grebogi; Xiao Gu 003; Zhongke Gao (IEEE J. Biomed. Health Informatics, 2025)

Sensing Cardiac Health Across Scenarios and Devices: A Multi-Modal Foundation Model Pretrained on Heterogeneous Data from 1.7 Million Individuals. - Xiao Gu 003; Wei Tang; Jinpei Han; Veer Sangha; Fenglin Liu; Shreyank N. Gowda; Antônio H. Ribeiro; Patrick Schwab; Kim Branson 001; Lei A. Clifton; Antonio Luiz P. Ribeiro; Zhangdaihong Liu; et al. (CoRR, 2025)

Certainty-Guided Cross Contrastive Learning for Semi-Supervised Medical Image Segmentation. - Qianying Liu; Xiao Gu 003; Paul Henderson; Hang Dai; Fani Deligianni (IEEE Trans. Biomed. Eng., 2025)