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Shuman Zhuang
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- 2026
[j1]Shuman Zhuang
, Zhihao Wu
, Jicong Fan, Zhaoliang Chen, Jiali Yin, Wei Huang
, Ximeng Liu:
Dissecting vulnerability in information fusion process of Graph Convolutional Networks. Inf. Fusion 126: 103536 (2026)
[c7]Shuman Zhuang, Zhihao Wu, Wei Huang, Luojun Lin, Jiali Yin, Lele Fu, Hong-Ning Dai
:
Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning. AAAI 2026: 29241-29250- 2025
[c6]Shuman Zhuang, Zhihao Wu, Zhaoliang Chen, Hong-Ning Dai
, Ximeng Liu:
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement. AAAI 2025: 13473-13482
[c5]Sujia Huang, Lele Fu, Shuman Zhuang, Yide Qiu, Bo Huang, Zhen Cui, Tong Zhang:
Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network. IJCAI 2025: 5426-5434
[c4]Shuman Zhuang, Zhihao Wu, Yuhong Chen, Zihan Fang, Jiali Yin, Ximeng Liu:
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations. IJCAI 2025: 7291-7299
[c3]Zhihao Wu, Jinyu Cai, Yunhe Zhang, Jielong Lu, Zhaoliang Chen, Shuman Zhuang, Haishuai Wang:
Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts. NeurIPS 2025- 2024
[c2]Jiajia Zhang, Shuman Zhuang, Yulin Wu:
Improving Real-Time Service Quality Through Parallel Monte Carlo Tree Search. IWQoS 2024: 1-2
[c1]Shuman Zhuang
, Sujia Huang
, Wei Huang, Yuhong Chen
, Zhihao Wu
, Ximeng Liu
:
Enhancing Multi-view Graph Neural Network with Cross-view Confluent Message Passing. ACM Multimedia 2024: 10065-10074
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