Avatar

Zhihao Shi

PhD Student


zhihaoshi@miralab.ai

Interests

  • Scalable Graph Neural Networks/Graph Transformer
  • Large Pretrained Model

Education

  • B.S., Electronic Engineering and Information Science, 2020

    University of Science and Technology of China

About me

I am currently a master student in USTC. My advidor is Prof. Jie Wang, who leads the MIRA Lab. My research interests include scalable graph neural networks/graph Transformer and large pretrained model.

Experience

  • Intern at Alibaba DAMO Academy, 2023/07 -

Publications

Jie Wang, Zhihai Wang, Xijun Li, Yufei Kuang, Zhihao Shi, Fangzhou Zhu, Mingxuan Yuan, Jia Zeng, Yongdong Zhang, Feng Wu. Learning to Cut via Hierarchical Sequence/Set Model for Efficient Mixed-Integer Programming. TPAMI.

Zhihao Shi, Xize Liang, Jie Wang. LMC: Fast Training of GNNs via Subgraph Sampling with Provable Convergence (Spotlight). ICLR 2023.

PDF Code

Jie Wang, Zhanqiu Zhang, Zhihao Shi, Jianyu Cai, Shuiwang Ji, Feng Wu. Duality-Induced Regularizer for Semantic Matching Knowledge Graph Embeddings. TPAMI.