Online Deep Learning from Doubly-Streaming Data. - Heng Lian 001; John Scovil Atwood; Bojian Hou; Jian Wu 006; Yi He 007 (ACM Multimedia, 2022)

Urban Functional Zone Delineation Aided by Vision Foundation Models. - Heng Lian 001; Yi He 007 (ICDM (Workshops), 2024)

Utilitarian Online Learning from Open-World Soft Sensing. - Heng Lian 001; Yu Huang 017; Xingquan Zhu 001; Yi He 007 (ICDM, 2024)

HGDL: Heterogeneous Graph Label Distribution Learning. - Yufei Jin; Heng Lian 001; Yi He 007; Xingquan Zhu 001 (NeurIPS, 2024)

Online Learning From Evolving Feature Spaces With Deep Variational Models. - Heng Lian 001; Di Wu 056; Bo-Jian Hou; Jian Wu 006; Yi He 007 (IEEE Trans. Knowl. Data Eng., 2024)

Metric-Agnostic Continual Learning for Sustainable Group Fairness. - Heng Lian 001; Chen Zhao; Zhong Chen 003; Xingquan Zhu 001; My T. Thai; Yi He 007 (AAAI, 2025)

Online Outlier Detection in Open Feature Spaces. - Heng Lian 001; Yi He 007; Di Wu 056; Zhong Chen 003; Xingquan Zhu 001; Xindong Wu 001 (IEEE Trans. Knowl. Data Eng., 2025)