Sujia Huang

17 papers A* 3A 1Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Boosting graph neural network via dynamic structure refinement for multi-omics cancer classification.
Neurocomputing
Sheng Huang, Sifan Chen, Sujia Huang, WenZhe Liu, Zhiyu Chen
2026 J jnl
Immunizing over-smoothing: Dual-channel graph convolutional network.
Expert Syst. Appl.
Canyang Guo, Xianwei Guo, Sujia Huang, Yuchao Su, Daxin Zhu, Jianbing Xiahou
2026 J jnl
MOKAN: A Multi-Omics Data Analysis Framework Using Kolmogorov-Arnold Networks.
IEEE J. Biomed. Health Informatics
Jingguang He, Shunxin Xiao, Sujia Huang, Jianmin Li, Da-Han Wang
2025 A* conf
Boosting Graph Convolution with Disparity-induced Structural Refinement.
WWW
Sujia Huang, Yueyang Pi, Tong Zhang, WenZhe Liu, Zhen Cui
2025 A* conf
Going Beyond Consistency: Target-oriented Multi-view Graph Neural Network.
IJCAI
Sujia Huang, Lele Fu, Shuman Zhuang, Yide Qiu, Bo Huang, Zhen Cui, Tong Zhang
2025 J jnl
Low-rank tensor learning with projection distance metric for multi-view clustering.
Int. J. Mach. Learn. Cybern.
Sujia Huang, Lele Fu, Shide Du, Zhihao Wu, Athanasios V. Vasilakos, Shiping Wang
2025 J jnl
Torque-based Graph Surgery:Enhancing Graph Neural Networks with Hierarchical Rewiring.
CoRR
Sujia Huang, Lele Fu, Zhen Cui, Tong Zhang, Na Song, Bo Huang
2025 J jnl
Towards Adaptive Masked Structural Learning for Graph-Level Clustering.
IEEE Trans. Netw. Sci. Eng.
Jinbin Yang, Jinyu Cai, Yunhe Zhang, Sujia Huang, Shiping Wang
2024 A* conf
Enhancing Multi-view Graph Neural Network with Cross-view Confluent Message Passing.
ACM Multimedia
Shuman Zhuang, Sujia Huang, Wei Huang, Yuhong Chen, Zhihao Wu, Ximeng Liu
2024 J jnl
Graph Convolutional Network with elastic topology.
Pattern Recognit.
Zhihao Wu, Zhaoliang Chen, Shide Du, Sujia Huang, Shiping Wang
2024 J jnl
Graph neural networks for multi-view learning: a taxonomic review.
Artif. Intell. Rev.
Shunxin Xiao, Jiacheng Li, Jielong Lu, Sujia Huang, Bao Zeng, Shiping Wang
2024 J jnl
Heterogeneous graph convolutional network for multi-view semi-supervised classification.
Neural Networks
Shiping Wang, Sujia Huang, Zhihao Wu, Rui Liu, Yong Chen, Dell Zhang
2024 J jnl
Tensor-Derived Large-Scale Multi-View Subspace Clustering With Faithful Semantics.
IEEE Trans. Signal Inf. Process. over Networks
Sujia Huang, Shide Du, Lele Fu, Zhihao Wu, Shiping Wang
2024 J jnl
Unified structure-aware feature learning for Graph Convolutional Network.
Expert Syst. Appl.
Sujia Huang, Shunxin Xiao, Yuhong Chen, Jinbin Yang, Zhibin Shi, Yanchao Tan, Shiping Wang
2023 — conf
Multi-level Knowledge Integration with Graph Convolutional Network for Cancer Molecular Subtype Classification.
BIBM
Sujia Huang, Shunxin Xiao, WenZhe Liu, Jielong Lu, Zhihao Wu, Shiping Wang, Jagath C. Rajapakse
2023 — conf
Multi-level Learning for Semi-supervised Multi-view Classification.
CBD
Na Song, Shundong Yang, Zhiling Cai, Jian Lin, Sujia Huang
2021 A conf
Multi-View Learning Via Low-Rank Tensor Optimization.
ICME
Lele Fu, Zhaoliang Chen, Sujia Huang, Sheng Huang, Shiping Wang