Ma, Ziyi

4 publications

NeurIPS 2025 A Closer Look at Graph Transformers: Cross-Aggregation and Beyond Jiaming Zhuo, Ziyi Ma, Yintong Lu, Yuwei Liu, Kun Fu, Di Jin, Chuan Wang, Wenning Wu, Zhen Wang, Xiaochun Cao, Liang Yang

ICLR 2025 DUALFormer: Dual Graph Transformer Jiaming Zhuo, Yuwei Liu, Yintong Lu, Ziyi Ma, Kun Fu, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang

AAAI 2025 Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology Liang Yang, Zhenna Li, Jiaming Zhuo, Jing Liu, Ziyi Ma, Chuan Wang, Zhen Wang, Xiaochun Cao

IJCAI 2025 Universal Graph Self-Contrastive Learning Liang Yang, Yukun Cai, Hui Ning, Jiaming Zhuo, Di Jin, Ziyi Ma, Yuanfang Guo, Chuan Wang, Zhen Wang