Shide Du

49 papers A* 11A 1Journal 35Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
An interpretable deep unfolding framework for multi-view representation learning.
Inf. Fusion
Shide Du, Zhenghong Lin, Zihan Fang, Yiqing Shi, Shiping Wang
2026 J jnl
Be Reliable: An Interpretable Attribute-Oriented Representation Learning Framework.
IEEE Trans. Neural Networks Learn. Syst.
Zihan Fang, Shide Du, Ying Zou, Yanchao Tan, Na Song, Shiping Wang
2026 A* conf
DIN: Dual Impulse Network for Multi-view Representation Learning.
AAAI
Yilin Wu, Weihong Lin, Renjie Lin, Zihan Fang, Shide Du, Shiping Wang
2026 A* conf
From Static to Active: Knowledge-Aware Node State Selection in Multi-view Graph Learning.
AAAI
Weiran Liao, Jielong Lu, Yuhong Chen, Shide Du, Hongrong Chen, Shiping Wang
2026 A* conf
Graph Meets Deep Unfolding: An Interpretable Mutual-benefit Multi-view Learning Network.
AAAI
Renjie Lin, Hongzhi He, Yilin Wu, Shide Du, Le Zhang
2026 J jnl
Interpretable Multi-View Representation Learning Towards Complex Scenes: From Homogeneity to Heterogeneity.
IEEE Trans. Multim.
Ying Zou, Zihan Fang, Shide Du, Yilin Wu, Hong Zhao, Shiping Wang
2026 J jnl
SOI-Net: Structural Optimization-Inspired Interpretable Network for Incomplete Multi-View Clustering.
IEEE Trans. Multim.
Chunming Wu, Zihan Fang, Zhiling Cai, Shide Du, Wei Huang, Jinbo Li, Shiping Wang
2025 J jnl
A Universal Interpretable Multiview Clustering Framework: From Homogeneity to Heterogeneity.
IEEE Trans. Comput. Soc. Syst.
Chunming Wu, Zihan Fang, Shide Du, Shiping Wang
2025 — conf
Constraint-Aware Multi-View Clustering via Graph Contrastive Learning.
ADMA (2)
Zhengnan Chen, Chunming Wu, Zihan Fang, Shide Du, Ping Fan, Shiping Wang
2025 J jnl
Dual prototypes contrastive learning based semi-supervised segmentation method for intelligent medical applications.
Eng. Appl. Artif. Intell.
Tianai Yue, Rongtao Xu, Jingqian Wu, Wenjie Yang, Shide Du, Changwei Wang
2025 A* conf
Enhancing Multi-view Open-set Learning via Ambiguity Uncertainty Calibration and View-wise Debiasing.
ACM Multimedia
Zihan Fang, Zhiyong Xu, Lan Du, Shide Du, Zhiling Cai, Shiping Wang
2025 J jnl
Enhancing Multi-view Open-set Learning via Ambiguity Uncertainty Calibration and View-wise Debiasing.
CoRR
Zihan Fang, Zhiyong Xu, Lan Du, Shide Du, Zhiling Cai, Shiping Wang
2025 A* conf
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition.
AAAI
Changwei Wang, Shunpeng Chen, Yukun Song, Rongtao Xu, Zherui Zhang, Jiguang Zhang, Haoran Yang, Yu Zhang, Kexue Fu, Shide Du, Zhiwei Xu, Longxiang Gao, Li Guo, Shibiao Xu
2025 J jnl
Focus on Local: Finding Reliable Discriminative Regions for Visual Place Recognition.
CoRR
Changwei Wang, Shunpeng Chen, Yukun Song, Rongtao Xu, Zherui Zhang, Jiguang Zhang, Haoran Yang, Yu Zhang, Kexue Fu, Shide Du, Zhiwei Xu, Longxiang Gao, Li Guo, Shibiao Xu
2025 A* conf
HiTuner: Hierarchical Semantic Fusion Model Fine-Tuning on Text-Attributed Graphs.
IJCAI
Zihan Fang, Zhiling Cai, Yuxuan Zheng, Shide Du, Yanchao Tan, Shiping Wang
2025 A* conf
LargeMvC-Net: Anchor-based Deep Unfolding Network for Large-scale Multi-view Clustering.
ACM Multimedia
Shide Du, Chunming Wu, Zihan Fang, Wendi Zhao, Yilin Wu, Changwei Wang, Shiping Wang
2025 J jnl
LargeMvC-Net: Anchor-based Deep Unfolding Network for Large-scale Multi-view Clustering.
CoRR
Shide Du, Chunming Wu, Zihan Fang, Wendi Zhao, Yilin Wu, Changwei Wang, Shiping Wang
2025 J jnl
Learnable Graph Convolutional Network With Semisupervised Graph Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst.
Luying Zhong, Zhaoliang Chen, Zhihao Wu, Shide Du, Zheyi Chen, Shiping Wang
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
MBGCN: Multi-View Block-Wise Graph Convolutional Networks on Large-Scale Graphs.
IEEE Trans. Image Process.
Zhiyong Xu, Yuhong Chen, Ying Zou, Shide Du, Yan Chen, Shiping Wang
2025 J jnl
MOAL: Multi-view Out-of-distribution Awareness Learning.
Neural Networks
Xuzheng Wang, Zihan Fang, Shide Du, Wenzhong Guo, Shiping Wang
2025 A* conf
OIMGC-Net: Optimization-inspired Interpretable Multi-view Graph Clustering Network.
ACM Multimedia
Renjie Lin, Jiacheng Li, Shide Du, Shiping Wang, Le Zhang
2025 A* conf
OpenViewer: Openness-Aware Multi-View Learning.
AAAI
Shide Du, Zihan Fang, Yanchao Tan, Changwei Wang, Shiping Wang, Wenzhong Guo
2025 J jnl
Optimization-oriented multi-view representation learning in implicit bi-topological spaces.
Inf. Sci.
Shiyang Lan, Shide Du, Zihan Fang, Zhiling Cai, Wei Huang, Shiping Wang
2025 J jnl
Scalable multi-modal representation learning networks.
Artif. Intell. Rev.
Zihan Fang, Ying Zou, Shiyang Lan, Shide Du, Yanchao Tan, Shiping Wang
2025 J jnl
Unsupervised Projected Sample Selector for Active Learning.
IEEE Trans. Big Data
Yueyang Pi, Yiqing Shi, Shide Du, Yang Huang, Shiping Wang
2024 A* conf
Beyond the Known: Ambiguity-Aware Multi-view Learning.
ACM Multimedia
Zihan Fang, Shide Du, Yuhong Chen, Shiping Wang
2024 J jnl
GAF-Net: Graph attention fusion network for multi-view semi-supervised classification.
Expert Syst. Appl.
Na Song, Shide Du, Zhihao Wu, Luying Zhong, Laurence T. Yang, Jing Yang, Shiping Wang
2024 J jnl
Graph Convolutional Network with elastic topology.
Pattern Recognit.
Zhihao Wu, Zhaoliang Chen, Shide Du, Sujia Huang, Shiping Wang
2024 J jnl
IMPRL-Net: interpretable multi-view proximity representation learning network.
Neural Comput. Appl.
Shiyang Lan, Zihan Fang, Shide Du, Zhiling Cai, Shiping Wang
2024 J jnl
Multi-view semi-supervised classification via auto-weighted submarkov random walk.
Expert Syst. Appl.
Weibin Chen, Zhengyang Cai, Pengfei Lin, Yang Huang, Shide Du, Wenzhong Guo, Shiping Wang
2024 J jnl
OpenViewer: Openness-Aware Multi-View Learning.
CoRR
Shide Du, Zihan Fang, Yanchao Tan, Changwei Wang, Shiping Wang, Wenzhong Guo
2024 J jnl
Representation Learning Meets Optimization-Derived Networks: From Single-View to Multi-View.
IEEE Trans. Multim.
Zihan Fang, Shide Du, Zhiling Cai, Shiyang Lan, Chunming Wu, Yanchao Tan, Shiping Wang
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
UMCGL: Universal Multi-View Consensus Graph Learning With Consistency and Diversity.
IEEE Trans. Image Process.
Shide Du, Zhiling Cai, Zhihao Wu, Yueyang Pi, Shiping Wang
2023 A* conf
Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness.
ACM Multimedia
Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo
2023 J jnl
Bridging Trustworthiness and Open-World Learning: An Exploratory Neural Approach for Enhancing Interpretability, Generalization, and Robustness.
CoRR
Shide Du, Zihan Fang, Shiyang Lan, Yanchao Tan, Manuel Günther, Shiping Wang, Wenzhong Guo
2023 J jnl
CCR-Net: Consistent contrastive representation network for multi-view clustering.
Inf. Sci.
Renjie Lin, Yongkun Lin, Zhenghong Lin, Shide Du, Shiping Wang
2023 J jnl
Consistent graph embedding network with optimal transport for incomplete multi-view clustering.
Inf. Sci.
Renjie Lin, Shide Du, Shiping Wang, Wenzhong Guo
2023 J jnl
DBO-Net: Differentiable bi-level optimization network for multi-view clustering.
Inf. Sci.
Zihan Fang, Shide Du, Xincan Lin, Jinbin Yang, Shiping Wang, Yiqing Shi
2023 A conf
DMRL-Net: Differentiable Multi-view Representation Learning Network.
ICME
Zihan Fang, Shide Du, Yaqing Chen, Shiping Wang
2023 J jnl
Dual Fusion-Propagation Graph Neural Network for Multi-View Clustering.
IEEE Trans. Multim.
Shunxin Xiao, Shide Du, Zhaoliang Chen, Yunhe Zhang, Shiping Wang
2023 J jnl
Multi-Channel Augmented Graph Embedding Convolutional Network for Multi-View Clustering.
IEEE Trans. Netw. Sci. Eng.
Renjie Lin, Shide Du, Shiping Wang, Wenzhong Guo
2023 J jnl
Multi-view clustering via optimal transport algorithm.
Knowl. Based Syst.
Renjie Lin, Shide Du, Shiping Wang, Wenzhong Guo
2022 J jnl
An Overview of Correlation-Filter-Based Object Tracking.
IEEE Trans. Comput. Soc. Syst.
Shide Du, Shiping Wang
2022 J jnl
Contrastive Consensus Graph Learning for Multi-View Clustering.
IEEE CAA J. Autom. Sinica
Shiping Wang, Xincan Lin, Zihan Fang, Shide Du, Guobao Xiao
2022 J jnl
Learning Deep Sparse Regularizers With Applications to Multi-View Clustering and Semi-Supervised Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Shiping Wang, Zhaoliang Chen, Shide Du, Zhouchen Lin
2021 J jnl
Differentiable Bi-Sparse Multi-View Co-Clustering.
IEEE Trans. Signal Process.
Shide Du, Zhanghui Liu, Zhaoliang Chen, Wenyuan Yang, Shiping Wang
2021 — conf
FMixAugment for Semi-supervised Learning with Consistency Regularization.
PRCV (2)
Huibin Lin, Shiping Wang, Zhanghui Liu, Shunxin Xiao, Shide Du, Wenzhong Guo