Publications

(^* Corresponding Author; ^# Co-first Author; ^† Authors listed in alphabetical order)

Manuscripts

• A Functional Latent Space Model for Time-varying Networks with Applications to Clinical Outcomes Data
  Guojun Zhu, Ruiyue Wang, Rong Li, Sanguo Zhang, Ben-Chang Shia, Shuangge Ma, Hao Mei
  Under review (Major revision and revised by Biometrics), Apr 2026.

• Pattern-Calibrated Multimodal Prediction under Blockwise Missingness
  Junhan Yu, Kejian Zhang, Guojun Zhu^† , Doudou Zhou
  June 2026.

• Model-agnostic information transfer and fusion for classification with label noise
  Guojun Zhu, Sanguo Zhang, Mingyang Ren
  Under review, Apr 2026. [arXiv]

• Distributed Hub Detection in Heterogeneous Graphical Models
  Rongzhuo Nie, Sanguo Zhang, Lili Zhao, Guojun Zhu^*
  Under review, Mar 2026.

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), March 2026. [Slides]

• Enhancing Federated Class-Incremental Learning via Spatial-Temporal Statistics Aggregation
  Zenghao Guan, Guojun Zhu, Yucan Zhou, Wu Liu, Weiping Wang, Jiebo Luo, Xiaoyan Gu
  International World Wide Web Conference (WWW), Jan 2026. [arXiv]

• 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]