Unleashing the Potential of Fractional Calculus in Graph Neural Networks with FROND. - Qiyu Kang; Kai Zhao 010; Qinxu Ding; Feng Ji; Xuhao Li; Wenfei Liang 001; Yang Song 012; Wee Peng Tay (ICLR, 2024)

Distributed-Order Fractional Graph Operating Network. - Kai Zhao 010; Xuhao Li; Qiyu Kang; Feng Ji; Qinxu Ding; Yanan Zhao 003; Wenfei Liang 001; Wee Peng Tay (NeurIPS, 2024)

FedSheafHN: Personalized Federated Learning on Graph-structured Data. - Wenfei Liang 001; Yanan Zhao 003; Rui She 001; Yiming Li; Wee Peng Tay (CoRR, 2024)

Simple Graph Contrastive Learning via Fractional-order Neural Diffusion Networks. - Yanan Zhao 003; Feng Ji; Kai Zhao 010; Xuhao Li; Qiyu Kang; Wenfei Liang 001; Yahya Alkhatib; Jianxin Wang 001; Wee Peng Tay (CoRR, 2025)

Personalized Subgraph Federated Learning with Sheaf Collaboration. - Wenfei Liang 001; Yanan Zhao 003; Rui She 001; Yiming Li; Wee Peng Tay (CoRR, 2025)