Zemin Liu

GraphPrompt: Unifying Pre-Training and Downstream Tasks for Graph Neural Networks

Zemin Liu, Xingtong Yu, Yuan Fang et al. · 2023 · 142 citations · Full text

HINormer: Representation Learning On Heterogeneous Information Networks with Graph Transformer

Qiheng Mao, Zemin Liu, Chenghao Liu et al. · 2023 · 64 citations

Graph Neural Networks, Network Science, Graph Representation Learning +14

HGPrompt: Bridging Homogeneous and Heterogeneous Graphs for Few-Shot Prompt Learning

Xingtong Yu, Yuan Fang, Zemin Liu et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2024 · 27 citations · Full text

Artificial Intelligence, Few-shot Learning, Graph Representation Learning +19

Cooperative Explanations of Graph Neural Networks

Junfeng Fang, Xiang Wang, An Zhang et al. · 2023 · 19 citations

Artificial Intelligence, Engineering, Machine Learning +17

A Survey of Imbalanced Learning on Graphs: Problems, Techniques, and Future Directions

Zemin Liu, Li Yuan, Nan Chen et al. · IEEE Transactions on Knowledge and Data Engineering · 2025 · 13 citations