Shuman Zhuang

6 papers at tracked venues · 4 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×2 IJCAI ×2 ACM MM ×1 NeurIPS ×1

Frequent coauthors

Zhihao Wu

×5

Ximeng Liu

×3

Wei Huang

×2

Jiali Yin

×2

Lele Fu

×2

Hong-Ning Dai

×2

Sujia Huang

×2

Zhaoliang Chen

×2

Yuhong Chen

×2

Luojun Lin

×1

Yide Qiu

×1

Bo Huang

×1

Papers

Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning
AAAI 2026 · Shuman Zhuang,
Zhihao Wu
,
Wei Huang
,
Luojun Lin
,
Jiali Yin
,
Lele Fu
,
Hong-Ning Dai
Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network
IJCAI 2025 ·
Sujia Huang
,
Lele Fu
, Shuman Zhuang,
Yide Qiu
,
Bo Huang
,
Zhen Cui
,
Tong Zhang
Refine then Classify: Robust Graph Neural Networks with Reliable Neighborhood Contrastive Refinement
AAAI 2025 · Shuman Zhuang,
Zhihao Wu
,
Zhaoliang Chen
,
Hong-Ning Dai
,
Ximeng Liu
Strategy-Architecture Synergy: A Multi-View Graph Contrastive Paradigm for Consistent Representations
IJCAI 2025 · Shuman Zhuang,
Zhihao Wu
,
Yuhong Chen
,
Zihan Fang
,
Jiali Yin
,
Ximeng Liu
Where Graph Meets Heterogeneity: Multi-View Collaborative Graph Experts
NeurIPS 2025 ·
Zhihao Wu
,
Jinyu Cai
,
Yunhe Zhang
,
Jielong Lu
,
Zhaoliang Chen
, Shuman Zhuang,
Haishuai Wang
Enhancing Multi-view Graph Neural Network with Cross-view Confluent Message Passing
ACM MM 2024 · Shuman Zhuang,
Sujia Huang
,
Wei Huang
,
Yuhong Chen
,
Zhihao Wu
,
Ximeng Liu