A Multiscale Concept Drift Detection Method for Learning from Data Streams. - XueSong Wang 002; Qi Kang; MengChu Zhou; SiYa Yao (CASE, 2018)

A visual domain adaptation method based on enhanced subspace distribution matching. - Kai Zhang; Qi Kang; XueSong Wang 002; MengChu Zhou; Sisi Li (ICNSC, 2018)

A Distance-Based Weighted Undersampling Scheme for Support Vector Machines and its Application to Imbalanced Classification. - Qi Kang; Lei Shi; MengChu Zhou; XueSong Wang 002; Qidi Wu; Zhi Wei 001 (IEEE Trans. Neural Networks Learn. Syst., 2018)

A Generative Adversarial Distribution Matching Framework for Visual Domain Adaptation. - Kai Zhang; Qi Kang; Le Pan; XueSong Wang 002; Can Cui (ICNSC, 2019)

Drifted Twitter Spam Classification Using Multiscale Detection Test on K-L Divergence. - XueSong Wang 002; Qi Kang; Jing An 001; Mengchu Zhou (IEEE Access, 2019)

Mobility Irregularity Detection with Smart Transit Card Data. - Xuesong Wang 002; Lina Yao 001; Wei Liu 101; Can Li; Lei Bai 001; S. Travis Waller (PAKDD (1), 2020)

NP-PROV: Neural Processes with Position-Relevant-Only Variances. - Xuesong Wang 002; Lina Yao 001; Xianzhi Wang 001; Feiping Nie 001 (CoRR, 2020)

Global Convolutional Neural Processes. - Xuesong Wang 002; Lina Yao 001; Xianzhi Wang 001; Hye-Young Paik; Sen Wang 001 (ICDM, 2021)

NP-PROV: Neural Processes with Position-Relevant-Only Variances. - Xuesong Wang 002; Lina Yao 001; Xianzhi Wang 001; Feiping Nie 001; Boualem Benatallah (WISE (1), 2021)

Multiscale Drift Detection Test to Enable Fast Learning in Nonstationary Environments. - XueSong Wang 002; Qi Kang; MengChu Zhou; Le Pan; Abdullah Abusorrah (IEEE Trans. Cybern., 2021)

Contrastive Functional Connectivity Graph Learning for Population-based fMRI Classification. - Xuesong Wang 002; Lina Yao 001; Islem Rekik; Yu Zhang 009 (MICCAI (1), 2022)

Contrastive Graph Learning for Population-based fMRI Classification. - Xuesong Wang 002; Lina Yao 001; Islem Rekik; Yu Zhang 009 (CoRR, 2022)

The Neural Process Family: Survey, Applications and Perspectives. - Saurav Jha; Dong Gong; Xuesong Wang 002; Richard E. Turner; Lina Yao 001 (CoRR, 2022)

Uncertainty Estimation With Neural Processes for Meta-Continual Learning. - Xuesong Wang 002; Lina Yao 001; Xianzhi Wang 001; Hye-Young Paik; Sen Wang 001 (IEEE Trans. Neural Networks Learn. Syst., 2023)

Rényi Neural Processes. - Xuesong Wang 002; He Zhao 001; Edwin V. Bonilla (CoRR, 2024)