Yi, Siyu

6 publications

AAAI 2025 Cluster-Guided Contrastive Class-Imbalanced Graph Classification Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Jianhao Shen, Ziyue Qiao, Ming Zhang

NeurIPS 2025 Dual Prototype-Enhanced Contrastive Framework for Class-Imbalanced Graph Domain Adaptation Xin Ma, Yifan Wang, Siyu Yi, Wei Ju, Junyu Luo, Yusheng Zhao, Xiao Luo, Jiancheng Lv

IJCAI 2025 PALA: Class-Imbalanced Graph Domain Adaptation via Prototype-Anchored Learning and Alignment Xin Ma, Yifan Wang, Siyu Yi, Wei Ju, Bei Wu, Ziyue Qiao, Chenwei Tang, Jiancheng Lv

IJCAI 2024 A Survey of Data-Efficient Graph Learning Wei Ju, Siyu Yi, Yifan Wang, Qingqing Long, Junyu Luo, Zhiping Xiao, Ming Zhang

ICML 2024 Hypergraph-Enhanced Dual Semi-Supervised Graph Classification Wei Ju, Zhengyang Mao, Siyu Yi, Yifang Qin, Yiyang Gu, Zhiping Xiao, Yifan Wang, Xiao Luo, Ming Zhang

TMLR 2023 Zero-Shot Node Classification with Graph Contrastive Embedding Network Wei Ju, Yifang Qin, Siyu Yi, Zhengyang Mao, Kangjie Zheng, Luchen Liu, Xiao Luo, Ming Zhang