Publications

You can also find my articles on my Google Scholar profile.

* denotes equal contributions.

Preprints

• MuseGNN: Interpretable and Convergent Graph Neural Network Layers at Scale

  Haitian Jiang, Renjie Liu, Xiao Yan, Zhenkun Cai, Minjie Wang, David Wipf

  Under review for ICLR 2024. arXiv, [paper]

Conference Publications

• ReFresh: Reducing Memory Access from Exploiting Stable Historical Embeddings for Graph Neural Network Training

  Kezhao Huang*, Haitian Jiang*, Minjie Wang, Guangxuan Xiao, David Wipf, Xiang Song, Quan Gan, Zengfeng Huang, Jidong Zhai, Zheng Zhang

  VLDB 2024, [paper]

• Simplifying and Empowering Transformers for Large-Graph Representations

  Qitian Wu, Wentao Zhao, Chenxiao Yang, Hengrui Zhang, Fan Nie, Haitian Jiang, Yatao Bian, Junchi Yan

  NeurIPS 2023, [paper]