Robust Cardiac MRI Segmentation with Data-Centric Models to Improve Performance via Intensive Pre-training and Augmentation. - Shizhan Gong; Weitao Lu; Jize Xie; Xiaofan Zhang 002; Shaoting Zhang 001; Qi Dou 001 (STACOM@MICCAI, 2022)

Online Influence Maximization under Decreasing Cascade Model. - Fang Kong 002; Jize Xie; Baoxiang Wang 001; Tao Yao; Shuai Li 010 (AAMAS, 2023)

Online Clustering of Bandits with Misspecified User Models. - Zhiyong Wang; Jize Xie; Xutong Liu 002; Shuai Li 010; John C. S. Lui (NeurIPS, 2023)

Online Corrupted User Detection and Regret Minimization. - Zhiyong Wang; Jize Xie; Tong Yu 001; Shuai Li 010; John C. S. Lui (NeurIPS, 2023)

bvnGPS: a generalizable diagnostic model for acute bacterial and viral infection using integrative host transcriptomics and pretrained neural networks. - Qizhi Li; Xubin Zheng; Jize Xie; Ran Wang; Mengyao Li; Man Hon Wong 001; Kwong-Sak Leung; Shuai Li 010; Qingshan Geng; Lixin Cheng (Bioinform., 2023)

Variance-Dependent Regret Bounds for Non-stationary Linear Bandits. - Zhiyong Wang; Jize Xie; Yi Chen; John C. S. Lui; Dongruo Zhou (CoRR, 2024)

Conversational Recommendation With Online Learning and Clustering on Misspecified Users. - Xiangxiang Dai; Zhiyong Wang; Jize Xie; Xutong Liu 002; John C. S. Lui (IEEE Trans. Knowl. Data Eng., 2024)

Online Learning and Detecting Corrupted Users for Conversational Recommendation Systems. - Xiangxiang Dai; Zhiyong Wang; Jize Xie; Tong Yu 001; John C. S. Lui (IEEE Trans. Knowl. Data Eng., 2024)

Variance-Dependent Regret Bounds for Nonstationary Linear Bandits. - Zhiyong Wang; Jize Xie; Yi Chen; John C. S. Lui; Dongruo Zhou (AISTATS, 2025)

Pan-infection Foundation Framework Enables Multiple Pathogen Prediction. - Lingrui Zhang; Haonan Wu; Nana Jin; Chenqing Zheng; Jize Xie; Qitai Cai; Jun Wang; Qin Cao; Xubin Zheng; Jiankun Wang 001; Lixin Cheng (CoRR, 2025)

Online Clustering of Dueling Bandits. - Zhiyong Wang; Jiahang Sun; Mingze Kong; Jize Xie; Qinghua Hu; John C. S. Lui; Zhongxiang Dai (CoRR, 2025)

Cascading Bandits Robust to Adversarial Corruptions. - Jize Xie; Cheng Chen; Zhiyong Wang; Shuai Li (CoRR, 2025)