Luo, Siqiang

10 publications

NeurIPS 2025 HubGT: Fast Graph Transformer with Decoupled Hierarchy Labeling Ningyi Liao, Zihao Yu, Siqiang Luo, Gao Cong

NeurIPS 2025 Towards Graph Foundation Models: Training on Knowledge Graphs Enables Transferability to General Graphs Kai Wang, Siqiang Luo, Caihua Shan, Yifei Shen

ICML 2025 Unifews: You Need Fewer Operations for Efficient Graph Neural Networks Ningyi Liao, Zihao Yu, Ruixiao Zeng, Siqiang Luo

IJCAI 2024 Massively Parallel Single-Source SimRanks in O(log N) Rounds Siqiang Luo, Zulun Zhu

AAAI 2023 Deep Graph Structural Infomax Wenting Zhao, Gongping Xu, Zhen Cui, Siqiang Luo, Cheng Long, Tong Zhang

NeurIPS 2023 LD2: Scalable Heterophilous Graph Neural Network with Decoupled Embeddings Ningyi Liao, Siqiang Luo, Xiang Li, Jieming Shi

ICML 2022 Finding Global Homophily in Graph Neural Networks When Meeting Heterophily Xiang Li, Renyu Zhu, Yao Cheng, Caihua Shan, Siqiang Luo, Dongsheng Li, Weining Qian

IJCAI 2022 Spiking Graph Convolutional Networks Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo

ICML 2020 Improved Communication Cost in Distributed PageRank Computation – A Theoretical Study Siqiang Luo

AAAI 2019 Distributed PageRank Computation: An Improved Theoretical Study Siqiang Luo