Kaixiong Zhou

GPPT: Graph Pre-training and Prompt Tuning to Generalize Graph Neural Networks

Mingchen Sun, Kaixiong Zhou, Xin He et al. · Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining · 2022 · 129 citations

Pre-training, Network Science, Machine Learning +15

Auto-GNN: Neural architecture search of graph neural networks

Kaixiong Zhou, Xiao Huang, Qingquan Song et al. · Frontiers in Big Data · 2022 · 101 citations · Full text

Artificial Intelligence, Geometric Learning, Graph Neural Networks +14

Policy-GNN: Aggregation Optimization for Graph Neural Networks

Kwei-Herng Lai, Daochen Zha, Kaixiong Zhou et al. · 2020 · 85 citations · Full text

Graph Neural Networks, Network Science, Graph Theory +13

Experience Replay Optimization

Daochen Zha, Kwei-Herng Lai, Kaixiong Zhou et al. · 2019 · 82 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +17

Towards Deeper Graph Neural Networks with Differentiable Group Normalization

Kaixiong Zhou, Xiao Huang, Yuening Li et al. · arXiv (Cornell University) · 2020 · 81 citations · Full text

Geometric Learning, Graph Neural Networks, Network Science +13