Zhengzheng Lou

29 papers A* 6B 1Misc 1Journal 18Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Adaptive multi-view information bottleneck for multi-omics data clustering.
Briefings Bioinform.
Zhen Tian, Xiaojiao Wei, Zhengzheng Lou, Zhixia Teng, Shouli Fu
2025 A* conf
A Peer-review Look on Multi-modal Clustering: An Information Bottleneck Realization Method.
ICML
Zhengzheng Lou, Hang Xue, Chaoyang Zhang, Shizhe Hu
2025 J jnl
Deep Multiview Clustering by Pseudo-Label Guided Contrastive Learning and Dual Correlation Learning.
IEEE Trans. Neural Networks Learn. Syst.
Shizhe Hu, Chengkun Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye
2025 J jnl
Parameter-Free Deep Multi-Modal Clustering With Reliable Contrastive Learning.
IEEE Trans. Image Process.
Zhengzheng Lou, Hang Xue, Yanzheng Wang, Chaoyang Zhang, Xin Yang, Shizhe Hu
2025 A* conf
Super Deep Contrastive Information Bottleneck for Multi-modal Clustering.
ICML
Zhengzheng Lou, Ke Zhang, Yucong Wu, Shizhe Hu
2024 J jnl
A Survey on Information Bottleneck.
IEEE Trans. Pattern Anal. Mach. Intell.
Shizhe Hu, Zhengzheng Lou, Xiaoqiang Yan, Yangdong Ye
2024 J jnl
Clustering scRNA-seq data with the cross-view collaborative information fusion strategy.
Briefings Bioinform.
Zhengzheng Lou, Xiaojiao Wei, Yuanhao Hu, Shizhe Hu, Yucong Wu, Zhen Tian
2024 J jnl
Multiview Clustering With Propagating Information Bottleneck.
IEEE Trans. Neural Networks Learn. Syst.
Shizhe Hu, Zenglin Shi, Xiaoqiang Yan, Zhengzheng Lou, Yangdong Ye
2024 J jnl
Nice to meet images with Big Clusters and Features: A cluster-weighted multi-modal co-clustering method.
Inf. Process. Manag.
Chaoyang Zhang, Hang Xue, Kai Nie, Xihui Wu, Zhengzheng Lou, Shouyi Yang, Qinglei Zhou, Shizhe Hu
2024 A* conf
Self-supervised Weighted Information Bottleneck for Multi-view Clustering.
IJCAI
Zhengzheng Lou, Chaoyang Zhang, Hang Xue, Yangdong Ye, Qinglei Zhou, Shizhe Hu
2023 — conf
A Graph Neural Recommendation With Role Information Enhancement.
ICNC-FSKD
Zhengzheng Lou, Junjiao Zhu, Bin Wu
2023 J jnl
Density and node closeness based clustering method for community detection.
J. Intell. Fuzzy Syst.
Imam Yagoub, Zhengzheng Lou, Baozhi Qiu, Junaid Abdul Wahid, Tahir Saad
2023 J jnl
Joint contrastive triple-learning for deep multi-view clustering.
Inf. Process. Manag.
Shizhe Hu, Guoliang Zou, Chaoyang Zhang, Zhengzheng Lou, Ruilin Geng, Yangdong Ye
2023 J jnl
Multi-View Clustering via Triplex Information Maximization.
IEEE Trans. Image Process.
Chaoyang Zhang, Zhengzheng Lou, Qinglei Zhou, Shizhe Hu
2022 A* conf
A Parameter-free Multi-view Information Bottleneck Clustering Method by Cross-view Weighting.
ACM Multimedia
Shizhe Hu, Ruilin Geng, Zhaoxu Cheng, Chaoyang Zhang, Guoliang Zou, Zhengzheng Lou, Yangdong Ye
2022 J jnl
Predicting miRNA-disease associations via learning multimodal networks and fusing mixed neighborhood information.
Briefings Bioinform.
Zhengzheng Lou, Zhaoxu Cheng, Hui Li, Zhixia Teng, Yang Liu, Zhen Tian
2022 J jnl
View-Wise Versus Cluster-Wise Weight: Which Is Better for Multi-View Clustering?
IEEE Trans. Image Process.
Shizhe Hu, Zhengzheng Lou, Yangdong Ye
2021 J jnl
Multi-view content-context information bottleneck for image clustering.
Expert Syst. Appl.
Shizhe Hu, Bo Wang, Zhengzheng Lou, Yangdong Ye
2020 Misc conf
Content Vs Context: How About "Walking Hand-In-Hand" For Image Clustering?
ICASSP
Shizhe Hu, Zhenquan Hou, Zhengzheng Lou, Yangdong Ye
2020 J jnl
Multi-task Information Bottleneck Co-clustering for Unsupervised Cross-view Human Action Categorization.
ACM Trans. Knowl. Discov. Data
Xiaoqiang Yan, Zhengzheng Lou, Shizhe Hu, Yangdong Ye
2019 J jnl
基于LSTM神经网络的短期高压负荷电流预测方法 (Short-term High Voltage Load Current Prediction Method Based on LSTM Neural Network).
计算机科学
Yang Zhang, Bo Ji, Hongxing Lu, Zhengzheng Lou
2017 — conf
A data selection framework for k-means algorithm to mine high precision clusters.
ICNC-FSKD
Zhengzheng Lou, Chaoyang Zhang
2016 J jnl
一种面向非平衡数据的多簇IB算法 (Multi-clusters IB Algorithm for Imbalanced Data Set).
计算机科学
Peng Jiang, Yangdong Ye, Zhengzheng Lou
2015 J jnl
Incorporating side information into multivariate Information Bottleneck for generating alternative clusterings.
Pattern Recognit. Lett.
Yangdong Ye, Ruina Liu, Zhengzheng Lou
2015 J jnl
Unsupervised video categorization based on multivariate information bottleneck method.
Knowl. Based Syst.
Xiaoqiang Yan, Yangdong Ye, Zhengzheng Lou
2013 A* conf
The Multi-Feature Information Bottleneck with Application to Unsupervised Image Categorization.
IJCAI
Zhengzheng Lou, Yangdong Ye, Xiaoqiang Yan
2012 B conf
Information Bottleneck with Local Consistency.
PRICAI
Zhengzheng Lou, Yangdong Ye, Zhenfeng Zhu
2011 — conf
Image segmentation via IB method.
FSKD
Nan Wu, Yangdong Ye, Zhengzheng Lou
2010 A* conf
Unsupervised object category discovery via information bottleneck method.
ACM Multimedia
Zhengzheng Lou, Yangdong Ye, Dong Liu