Zhuang, Shuman

4 publications

IJCAI 2025 Going Beyond Consistency: Target-Oriented Multi-View Graph Neural Network Sujia Huang, Lele Fu, Shuman Zhuang, Yide Qiu, Bo Huang, Zhen Cui, Tong Zhang

AAAI 2025 Refine Then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement Shuman Zhuang, Zhihao Wu, Zhaoliang Chen, Hong-Ning Dai, Ximeng Liu

IJCAI 2025 Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations Shuman Zhuang, Zhihao Wu, Yuhong Chen, Zihan Fang, Jiali Yin, Ximeng Liu

NeurIPS 2025 Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts Zhihao Wu, Jinyu Cai, Yunhe Zhang, Jielong Lu, Zhaoliang Chen, Shuman Zhuang, Haishuai Wang