Publications

Manuscripts

• Functional Latent Space Model for Time-varying Networks: Application to THIRD
  Guojun Zhu, Ruiyue Wang, Rong Li, Sanguo Zhang, Shuangge Ma, Guanzhong Qiao, Hao Mei
  Last revised on Nov 2025.

• Model- and Similarity-Free Transfer Learning for Classification with Label Noise
  Guojun Zhu, Sanguo Zhang, Mingyang Ren
  Under review, Oct 2025.

• STSA: Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation
  Zenghao Guan, Guojun Zhu, Yucan Zhou, Wu Liu, Weiping Wang, Jiebo Luo, Xiaoyan Gu
  Under review, Oct 2025. [arXiv]

Publications

• Latent Space Modeling for Human Disease Network With Temporal Variations: Analysis of Medicare Data
  Guojun Zhu, Ruiyue Wang, Rong Li, Sanguo Zhang, Shuangge Ma, Guanzhong Qiao, Hao Mei
  Annals of Applied Statistics (AOAS), Nov 2025. [Slides]

• Conditional Generative Learning from Invariant Representations in Multi-Source: Robustness and Efficiency
  Guojun Zhu, Sanguo Zhang, Mingyang Ren
  38-th Annual Conference on Artificial Intelligence and Statistics (AISTATS), Jan 2025. [Article] [Slides]