Shuman Zhuang

According to our database, Shuman Zhuang authored at least 8 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Dissecting vulnerability in information fusion process of Graph Convolutional Networks.

Shuman Zhuang, Zhihao Wu, Jicong Fan, Zhaoliang Chen, Jiali Yin, Wei Huang, Ximeng Liu

Inf. Fusion, 2026

Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning.

Shuman Zhuang, Zhihao Wu, Wei Huang, Luojun Lin, Jiali Yin, Lele Fu, Hong-Ning Dai

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts.

Zhihao Wu, Jinyu Cai, Yunhe Zhang, Jielong Lu, Zhaoliang Chen, Shuman Zhuang, Haishuai Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement.

Shuman Zhuang, Zhihao Wu, Zhaoliang Chen, Hong-Ning Dai, Ximeng Liu

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Enhancing Multi-view Graph Neural Network with Cross-view Confluent Message Passing.

Shuman Zhuang, Sujia Huang, Wei Huang, Yuhong Chen, Zhihao Wu, Ximeng Liu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Improving Real-Time Service Quality Through Parallel Monte Carlo Tree Search.

Jiajia Zhang, Shuman Zhuang, Yulin Wu

Proceedings of the 32nd IEEE/ACM International Symposium on Quality of Service, 2024